(Re-)Enable Agent Build

.gitea/workflows/docker-build.yml

@@ -1,4 +1,4 @@
-name: Build and push Docker image at git tag
+name: Build and push Docker images on git tags
 on:
   push:
     tags:        
@@ -24,8 +24,8 @@ jobs:
 
     - name: Build the Management
       run: bash ./build-mgmt.sh -no-updates
-    #- name: Build the Agent
-    #  run: bash ./build-agent.sh -no-updates
+    - name: Build the Agent
+      run: bash ./build-agent.sh -no-updates
 
     - name: Docker login
       uses: docker/login-action@v3

.gitignore

@@ -1,7 +1,9 @@
 __pycache__
 
+# data of containers
 /data/*
 
+# ignore local venv 
 /bin/
 /lib/
 /include/

Readme.md

@@ -1,25 +1,39 @@
+> [!NOTE]  
+> In diesem Repository befinden sich die Implementierung des Management und der Agenten-Plattform. Sowie Skripte zur Erstellung der Docker-Images.
+
+> [!WARNING]
+> Um die Plattform zu benutzen, bitte das [Agent-Template](https://git.chai.uni-hamburg.de/UMS-Agenten/Agent-Template) benutzen!
+
 # Agenten-Plattform
 
 ## Management
-
-- `./docker-mgmt/`
-- `./ums/management/`
-- `./web/`
-- `./build-mgmt.sh`
+Verzeichnisse insb.:
+- `./utils/mgmt/` Docker container configs
+- `./ums/management/` Python source
+- `./web/` Jinja templates and web root
+- `./build-mgmt.sh` Container build script
 
 
 ## Basic Agent
-
-- `./docker-agent/`
-- `./ums/agent/`
-
+Verzeichnisse insb.:
+- `./utils/agent/` Docker container configs
+- `./ums/agent/` Python source
+- `./build-agent.sh` Container build script
 
 ## Development
 
 ### Run via Docker
 - `docker compose up` 
 
-### VS Code Autocomplete ...
+### CLI Examples
+- Requests to management
+	- `docker compose exec management python -m ums.example` (runs file `ums/example/__main__.py`)
+- Run single task in agent
+	- `docker compose exec agent_all python -m ums.agent -h`
+
+### VS Code Autocomplete 
+(In VS Code)
+
 - `python3 -m venv .` (only once)
 - `source ./bin/activate`
 - `pip install requests fastapi pdoc` (only once)

build-agent.sh

@@ -0,0 +1,50 @@
+#/bin/bash
+
+# Agenten Plattform
+#
+# (c) 2024 Magnus Bender
+# 	Institute of Humanities-Centered Artificial Intelligence (CHAI)
+# 	Universitaet Hamburg
+# 	https://www.chai.uni-hamburg.de/~bender
+#  
+# source code released under the terms of GNU Public License Version 3
+# https://www.gnu.org/licenses/gpl-3.0.txt
+
+# https://stackoverflow.com/a/4774063
+SCRIPTPATH="$(cd -- "$(dirname "$0")" >/dev/null 2>&1; pwd -P)"
+
+source "$SCRIPTPATH/vars.sh"
+
+requirements="requirements-frozen.txt"
+if [ "$1" != "-no-updates" ]; then
+	echo "Update the depencendies in requirements.txt? [may break app] (y/n)"
+	read newlockfile
+	if [ "$newlockfile" == "y" ]; then
+		requirements="requirements.txt"
+	fi;
+fi;
+
+for platform in $PLATFORMS; do
+	if [ "$platform" == "gpu" ]; then 
+		platform="amd64"
+		tag="gpu-amd64"
+	else
+		tag="cpu-$platform"
+	fi;
+
+	docker build \
+		--pull \
+		--platform "linux/$platform" \
+		--file "$SCRIPTPATH/utils/agent/Dockerfile" \
+		--build-arg FROM_IMAGE="$IMAGE_REGISTRY/$IMAGE_OWNER/$IMAGE_AGENT_BASE:$tag" \
+		--build-arg PIP_REQ_FILE="$requirements" \
+		--tag "$IMAGE_REGISTRY/$IMAGE_OWNER/$IMAGE_NAME_AGENT:$tag" \
+		"$SCRIPTPATH"
+done;
+
+if [ "$requirements" == "requirements.txt" ]; then
+	# extract requirements-frozen.txt
+	cid=$(docker create "$IMAGE_REGISTRY/$IMAGE_OWNER/$IMAGE_NAME_AGENT:cpu-arm64")
+	docker cp "$cid:/ums-agenten/requirements-frozen.txt" "$SCRIPTPATH/utils/agent/requirements-frozen.txt"
+	docker rm "$cid"
+fi;

build-mgmt.sh

@@ -29,7 +29,7 @@ for platform in $PLATFORMS; do
 		docker build \
 			--pull \
 			--platform "linux/$platform" \
-			--file "$SCRIPTPATH/docker-mgmt/Dockerfile" \
+			--file "$SCRIPTPATH/utils/mgmt/Dockerfile" \
 			--build-arg H_UID=1050 \
 			--build-arg PIP_REQ_FILE="$requirements" \
 			--build-arg H_GID=1050 \
@@ -41,6 +41,6 @@ done;
 if [ "$requirements" == "requirements.txt" ]; then
 	# extract requirements-frozen.txt
 	cid=$(docker create "$IMAGE_REGISTRY/$IMAGE_OWNER/$IMAGE_NAME_MGMT:arm64")
-	docker cp "$cid:/ums-agenten/requirements.txt" "$SCRIPTPATH/docker-mgmt/requirements-frozen.txt"
+	docker cp "$cid:/ums-agenten/requirements.txt" "$SCRIPTPATH/utils/mgmt/requirements-frozen.txt"
 	docker rm "$cid"
 fi;

docker-compose.yml

@@ -19,9 +19,14 @@ services:
     ports:
       - 8000:80 
     environment:
-      - AGENTS_PROCESS=http://agent_process_1:3001,http://agent_process_2:3001
-      - AGENTS_SOLVE=http://agent_solve_1:3001
-      - AGENTS_GATEKEEPER=http://agent_gatekeeper_1:3001
+      - SOLUTION_MAX_TRIALS=5
+      - MESSAGE_MAX_CONTACTS=100
+      - REQUIRE_FULL_EXTRACT=true
+      - REQUIRE_FULL_SOLVE=true
+      - MANAGEMENT_URL=http://management
+      - AGENTS_PROCESS=http://agent_all:8000
+      - AGENTS_SOLVE=http://agent_all:8000
+      - AGENTS_GATEKEEPER=http://agent_all:8000
     volumes:
       - ./data/share/:/ums-agenten/share/
       - ./data/persist-management/:/ums-agenten/persist/
@@ -31,3 +36,21 @@ services:
     # enable auto reloading (for development)
     entrypoint: bash -c "nginx; SERVE=true uvicorn ums.management.main:app --uds /tmp/uvicorn.sock --proxy-headers --reload"
 
+  agent_all:
+    image: git.chai.uni-hamburg.de/ums-agenten/base-agent:cpu-arm64
+    #image: git.chai.uni-hamburg.de/ums-agenten/base-agent:cpu-amd64
+    #image: git.chai.uni-hamburg.de/ums-agenten/base-agent:gpu-amd64
+    ports:
+      - 8001:8000 
+    environment:
+      - AGENTS_LIST=ums.example.example:AGENT_CLASSES
+      - MANAGEMENT_URL=http://management
+    volumes:
+      - ./data/share/:/ums-agenten/share/
+      - ./data/persist-all/:/ums-agenten/persist/
+      # bind code from host to container (for development)
+      - ./ums/:/ums-agenten/plattform/ums/:ro
+      - ./web/:/ums-agenten/plattform/web/
+    # enable auto reloading (for development)
+    entrypoint: bash -c "SERVE=true uvicorn ums.agent.main:app --host 0.0.0.0 --port 8000 --reload"
+

docs.sh

@@ -10,7 +10,7 @@
 # source code released under the terms of GNU Public License Version 3
 # https://www.gnu.org/licenses/gpl-3.0.txt
 
-pdoc ./ums/ \
+pdoc ./ums/ ./ums/example/__main__.py \
 	--output-directory ./web/public/docs/ \
 	--no-browser \
 	--docformat google \

push-images.sh

@@ -20,14 +20,15 @@ day_tag=$(date '+%Y-%m-%d')
 images_a=$(docker image ls "$IMAGE_REGISTRY/$IMAGE_OWNER/$IMAGE_NAME_AGENT" --format '{{.Repository}}:{{.Tag}}')
 images_b=$(docker image ls "$IMAGE_REGISTRY/$IMAGE_OWNER/$IMAGE_NAME_MGMT" --format '{{.Repository}}:{{.Tag}}')
 
-echo "$images_a\n$images_b" | while read image_url ;
+echo "$images_a
+$images_b" | while read image_url ;
 do
 
 	image_name="${image_url##*/}"
 	image_name="${image_name%%:*}"
 	image_tag="${image_url##*:}"
 
-	if [[ "$image_tag" =~ ^((gpu)|(cpu)-)?((arm64)|(amd64))$ ]]; 
+	if [[ "$image_tag" =~ ^((gpu-)|(cpu-))?((arm64)|(amd64))$ ]]; 
 	then
 
 		echo "Push:"

ums/__init__.py

@@ -7,3 +7,28 @@
 #  
 # source code released under the terms of GNU Public License Version 3
 # https://www.gnu.org/licenses/gpl-3.0.txt
+
+"""
+The package `ums` contains the Agenten-Plattform, the implementations of the agents shall be created in the package `src`, see [Agent-Template](https://git.chai.uni-hamburg.de/UMS-Agenten/Agent-Template).
+
+> Side note: The classes with comments may be useful when implementing the agents.
+> The classes without comments may be safe to ignore and are (only) used internally.
+
+- `ums.agent`
+	- Contains the implementation of an agent for handling requests by the implementations in `src`.
+	- Check for running single tasks without using management.
+- `ums.example`
+	- Contains a very simple examples for all types of agents.
+	- See `ums.example.example`
+- `ums.management`
+	- Contains the implementation of the management.
+	- Take a look at the web gui of the management, possibly at <http://localhost:8080/> or <http://localhost:8000/>
+- `ums.utils`
+	- Contains various utilities.
+	- `ums.utils.const.SHARE_PATH` The path for shared files between all agents
+	- `ums.utils.const.PERSIST_PATH` The path to store persistent data of an agent
+	- `ums.utils.request.ManagementRequest` Run request to the management (only necessary in special cases, most requests done automatically by platform)
+	- `ums.utils.schema` The schema (types) used in the files storing extracted data from plain data
+	- `ums.utils.types` The types used in the communication between agent and management
+
+"""

ums/agent/__init__.py

@@ -7,3 +7,47 @@
 #  
 # source code released under the terms of GNU Public License Version 3
 # https://www.gnu.org/licenses/gpl-3.0.txt
+
+"""
+
+## Run as Agent
+
+The env. variable `AGENTS_LIST` is used to identify the agents classes/ task handlers.
+It must contain he the package name and a variable name in this package divided by `:`. 
+Then, the variable contains a list of agent classes (subclasses of `ums.agent.agent.BasicAgent`)
+
+For example `AGENTS_LIST=ums.example.example:AGENT_CLASSES`, then in file `./ums/example/example.py` a variable `AGENT_CLASSES` exists. 
+One line in this file, e.g., is `AGENT_CLASSES = [MyExtractAudioAgent, MyExtractImageAgent]`.
+
+When starting the Docker container of the agent, the classes specified in `AGENTS_LIST` are loaded and if the agent receives a task, the task is sent to the agent classes' `handle` methods.
+
+## Run Single Task
+
+For development it might be cumbersome to always require a running management container and sending messages. 
+Hence, tasks can be run manually from the terminal (still in the container and using the agent classes), but without having a management.
+
+This also uses the `AGENTS_LIST` env. variable, but the tasks are sent via command line:
+
+There are three ways to send a task (if the agent's Docker container is running):
+- `docker compose exec agent_all python -m ums.agent -d`
+	- Run a dummy task
+	- Possibly `agent_all` needs to be changed to the service name (see `docker-compose.yml`) of the agent's Docker container
+- `cat ./msg.json | docker compose exec -T agent_all python -m ums.agent -i`
+	- Send the task (json of `AgentMessage`) via STDIN from file `./msg.json` to the agent
+- `docker compose exec agent_all python -m ums.agent -f msg.json`
+	- Get the task from the json file, the files are searched for by full name, in the shared, and the persistent directory.
+
+If the Agent's Docker container is not running, a temporary container can be started.
+For the dummy message, the command would be `docker compose run --rm --entrypoint "" agent_all  python -m ums.agent -d`.
+(Again, change `agent_all` for the service name in `docker-compose.yml`.)
+
+"""
+
+from ums.agent.agent import (
+	AgentCapability,
+	BasicAgent,
+		ExtractAgent,
+			ExtractAudioAgent, ExtractImageAgent, ExtractTextAgent,
+		SolveAgent,
+		GatekeeperAgent
+)

ums/agent/__main__.py

@@ -0,0 +1,65 @@
+# Agenten Plattform
+#
+# (c) 2024 Magnus Bender
+# 	Institute of Humanities-Centered Artificial Intelligence (CHAI)
+# 	Universitaet Hamburg
+# 	https://www.chai.uni-hamburg.de/~bender
+#  
+# source code released under the terms of GNU Public License Version 3
+# https://www.gnu.org/licenses/gpl-3.0.txt
+
+
+import argparse, sys, os, json
+
+from ums.agent.process import MessageProcessor
+from ums.utils import AgentMessage, Riddle, SHARE_PATH, PERSIST_PATH
+
+class _FakeBackgroundTask():
+	def add_task(self, call, *args):
+		call(*args)
+
+if __name__ == "__main__":
+
+	parser = argparse.ArgumentParser(description='Agenten Plattform – Run Single Task') 
+	parser.add_argument('-f', '--file', help="fetch the message (riddle) from this json file")
+	parser.add_argument('-d', '--dummy', help="use a dummy message (riddle)", action="store_true")
+	parser.add_argument('-i', '--stdin', help="get the message (riddle) from STDIN", action="store_true")
+	
+	args = parser.parse_args()
+	message = None 
+
+	if args.dummy:
+		message = AgentMessage(
+			id="dummy",
+			riddle=Riddle(context="Its a dummy.", question="No question!")
+		)
+		message.status.extract.required = False
+	elif args.stdin:
+		text = ''.join(sys.stdin.readlines())
+		message = AgentMessage.model_validate_json(text)
+	elif args.file:
+		if os.path.isfile(args.file):
+			f_name = args.file
+		elif os.path.isfile(os.path.join(SHARE_PATH, args.file)):
+			f_name = os.path.join(SHARE_PATH, args.file)
+		elif os.path.isfile(os.path.join(PERSIST_PATH, args.file)):
+			f_name = os.path.join(PERSIST_PATH, args.file)
+		else:
+			print()
+			print(f"\tFile {args.file} not found!")
+			print()
+			f_name = None 
+
+		if not f_name is None:
+			message = AgentMessage.model_validate(
+				json.load(open(f_name, 'r'))
+			)
+
+	if message is None:
+		parser.print_help()
+	else:
+		mp = MessageProcessor(disable_messages=True)
+		response = mp.new_message(message, _FakeBackgroundTask())
+
+		print("\tResponse:")
+		print(response.model_dump_json(indent=2))

ums/agent/agent.py

@@ -0,0 +1,326 @@
+# Agenten Plattform
+#
+# (c) 2024 Magnus Bender
+# 	Institute of Humanities-Centered Artificial Intelligence (CHAI)
+# 	Universitaet Hamburg
+# 	https://www.chai.uni-hamburg.de/~bender
+#  
+# source code released under the terms of GNU Public License Version 3
+# https://www.gnu.org/licenses/gpl-3.0.txt
+
+import random, os, json, time
+
+from abc import abstractmethod, ABC
+from enum import Enum
+from typing import List, Callable
+
+from pydantic import validate_call
+
+from ums.utils import (
+	RiddleInformation, AgentMessage, RiddleDataType, RiddleData, Riddle,
+	RiddleStatus, RiddleSolution,
+	ExtractedData,
+	logger
+)
+
+class AgentCapability(Enum):
+	"""
+		The three different capabilities an agent can have.
+	"""
+
+	EXTRACT="extract"
+	SOLVE="solve"
+	GATEKEEPER="gatekeeper"
+
+
+class BasicAgent(ABC):
+	"""
+		A basic agent, each agent will be a subclass of this class.
+	"""
+
+	@staticmethod
+	@abstractmethod
+	def agent_capability() -> AgentCapability:
+		"""
+			Represents the capabilities of this agent, for messages/ tasks of this capability, the `handle` method will be called.
+		"""
+		pass
+
+	@validate_call
+	def __init__(self, message:AgentMessage, send_message:Callable[[AgentMessage], bool]):
+		self._send_message = send_message
+		self._sub_cnt = 0
+
+		self._message = message
+		self._response = message.model_copy(deep=True)
+		
+		self._do_response = False
+
+		self._process()
+		self._respond()
+
+	@abstractmethod
+	def _process(self):
+		pass
+
+	def _respond(self):
+		# do a very short sleep
+		time.sleep(random.random())
+
+		# sending
+		send_it = lambda: self._send_message(self._response)
+		if self.before_response(self._response, send_it) and self._do_response:
+			send_it()
+			logger.debug(f"Response sent {self._response.id}")
+		else:
+			logger.debug(f"Stopped response {self._response.id}")
+
+	@validate_call	
+	def before_response(self, response:AgentMessage, send_it:Callable[[], None]) -> bool:
+		"""
+			This method is called before the response is sent.
+			If the method returns `False` no response will be sent. 
+			Thus, by overwriting this method, a response can be prevented.
+
+			The response to be sent is in `response` and `send_it` is a callable, which sends the response to the management if it gets called. 
+			(Hence, one may stop sending the response and later call `send_it()` to send the response.)
+		"""
+		return True
+	
+	@validate_call
+	def message(self) -> AgentMessage:
+		"""
+			Get the message this agent object is working on. 
+		"""
+		return self._message;
+
+	@validate_call
+	def sub_riddle(self,
+			riddle:Riddle, data:List[RiddleData]=[], status:RiddleStatus=None
+		) -> AgentMessage|bool:
+			"""
+				Create a new sub-riddle for solving details of the current riddle.
+				For the sub-riddle, give a `riddle` and optionally, a selection of `data` items (default none) and a `status` (default `ums.utils.types.RiddleStatus()`).
+				By changing a status, different steps can be (de-)selected.
+
+				Return the message of the sub-riddle or `false` on error.
+			"""
+
+			if status is None:
+				status = RiddleStatus()
+			
+			# new sub riddle id
+			self._sub_cnt += 1
+			new_id = "{}-sub-{}.{}".format(self._message.id, self._sub_cnt, int(random.random()*100))
+
+			self._message.sub_ids.append(new_id)
+			self._response.sub_ids.append(new_id)
+
+			# create the riddle's message
+			sub_msg = AgentMessage(
+				id=new_id,
+				riddle=riddle,
+				data=data,
+				status=status
+			)
+			logger.debug(f"Created sub-riddle {sub_msg.id}")
+
+			# send it
+			if self._send_message(sub_msg):
+				return sub_msg
+			else:
+				return False
+
+	@abstractmethod
+	def handle(self, *args:RiddleInformation) -> RiddleInformation:
+		"""
+			Handle a single task of the agent, the arguments and return value depends on the actual task (see subclass)!
+
+			**This is the method to implement!**
+
+			The full message is available via `message()`, a sub riddle can be created with `sub_riddle()`.
+		"""
+		pass
+
+	@validate_call
+	def get_extracted(self, data:RiddleData) -> ExtractedData|None:
+		"""
+			Loads the extracted data from the `data` item (i.e., from the file `data.file_extracted`).
+
+			Returns None if no extracted data found.
+		"""
+
+		if not data.file_extracted is None:
+			return ExtractedData.model_validate(
+				json.load(open(data.file_extracted, 'r'))
+			)
+			
+		return None
+
+class ExtractAgent(BasicAgent):
+	"""
+		An extraction agent.
+	"""
+
+	def agent_capability() -> AgentCapability:
+		return AgentCapability.EXTRACT
+	
+	@staticmethod
+	@abstractmethod
+	def extract_type() -> RiddleDataType:
+		"""
+			Represents the data this agent can process.
+		"""
+		pass
+
+	def _process(self):
+		for i, data in enumerate(self._response.data):
+			if data.type == self.__class__.extract_type():
+				logger.debug(f"Start extraction '{data.file_plain}'")
+				result = self.handle(data)
+				logger.debug(f"End extraction '{data.file_plain}' ('{result.file_extracted}')")
+
+				if result.file_extracted is None:
+					logger.info(f"Riddle {self._response.id}: 'file_extracted' for data '{data.file_plain}' still empty after handling")
+
+				self._response.data[i] = result
+				self._do_response = True
+
+		self._response.status.extract.finished = True
+
+	@abstractmethod
+	@validate_call
+	def handle(self, data:RiddleData) -> RiddleData:
+		"""
+			Process the item `data`, create extraction file and return `data` with populated `data.file_extracted`.
+		"""
+
+	@validate_call
+	def store_extracted(self, data:RiddleData, extracted:ExtractedData, allow_overwrite:bool=True) -> str:
+		"""
+			Stores the newly extracted data (in `extracted`) from `data` (i.e., `data.file_plain`) 
+			and returns the filename to use in `data.file_extracted`.
+
+			If there already exists an extracted file for this `data`, the file will be overwritten if `allow_overwrite=True`.
+			Generally the system will check, if the contents of the current file are equal to the contents to write. 
+			File with equal content will not be written again.
+		"""
+
+		# get path and name
+		path_name = data.file_plain[:data.file_plain.rfind('.')]
+		candidate = "{}.json".format(path_name)
+
+		# data to write
+		data = extracted.model_dump_json()
+
+		# check for file
+		if os.path.isfile(candidate):
+
+			# get current content
+			with open(candidate, 'r') as f:
+				content = f.read()
+
+			# files equal -> no need to rewrite
+			if content == data:
+				return candidate
+			
+			# not equal and overwrite not allowed
+			elif not allow_overwrite:
+				# get non-existent file name
+				cnt = 0
+				while os.path.isfile(candidate):
+					cnt += 1
+					candidate = "{}-{}.json".format(path_name, cnt)
+
+		# write file
+		with open(candidate, 'w+') as f:
+			f.write(data)
+
+		return candidate
+
+
+class ExtractTextAgent(ExtractAgent):
+	"""
+		An extraction agent for text, create a subclass for your agent.
+	"""
+	
+	def extract_type() -> RiddleDataType:
+		return RiddleDataType.TEXT
+
+class ExtractAudioAgent(ExtractAgent):
+	"""
+		An extraction agent for audio, create a subclass for your agent.
+	"""
+	
+	def extract_type() -> RiddleDataType:
+		return RiddleDataType.AUDIO
+
+class ExtractImageAgent(ExtractAgent):
+	"""
+		An extraction agent for images, create a subclass for your agent.
+	"""
+	
+	def extract_type() -> RiddleDataType:
+		return RiddleDataType.IMAGE
+
+
+class SolveAgent(BasicAgent):
+	"""
+		A solve agent, create a subclass for your agent.
+	"""
+
+	def agent_capability() -> AgentCapability:
+		return AgentCapability.SOLVE
+	
+	def _process(self):
+		logger.debug(f"Start solve: {self._response.id}")
+		solution = self.handle(self._response.riddle, self._response.data)
+		logger.debug(f"End solve: {self._response.id} ({solution.solution}, {solution.explanation})")
+		
+		if len(solution.solution) == 0 or len(solution.explanation) == 0:
+			logger.info(f"Riddle {self._response.id}: Empty solution/ explanation after handling")
+
+		self._response.solution.append(solution)
+		self._response.status.solve.finished = True
+
+		self._do_response = True
+	
+	@abstractmethod
+	@validate_call
+	def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution:
+		"""
+			Solve the `riddle` using `data` and return a single solution.
+		"""
+	
+class GatekeeperAgent(BasicAgent):
+	"""
+		A gatekeeper agent, create a subclass for your agent.
+	"""
+
+	def agent_capability() -> AgentCapability:
+		return AgentCapability.GATEKEEPER
+	
+	def _process(self):
+		if len(self._response.solution) == 0:
+			self._response.solution.append(RiddleSolution(solution="", explanation=""))
+
+		logger.debug(f"Start validate: {self._response.id}")
+		solution = self.handle(self._response.solution, self._response.riddle)
+		
+		for single_solution in solution:
+			logger.debug(f"End validate: {self._response.id} ({single_solution.review}, {single_solution.accepted})")
+			if single_solution.review is None or len(single_solution.review) == 0:
+				logger.info(f"Riddle {self._response.id}: Empty review after handling")
+
+		self._response.solution = solution
+		self._response.status.validate.finished = True
+		self._response.status.solved = any(single_solution.accepted for single_solution in solution) 
+
+		self._do_response = True
+	
+	@abstractmethod
+	@validate_call
+	def handle(self, solution:List[RiddleSolution], riddle:Riddle) -> List[RiddleSolution]:
+		"""
+			Check the `solution` (multiple if multiple solver involved) of `riddle` and return solutions with populated `solution[i].accepted` and `solution[i].review`.
+		"""

ums/agent/main.py

@@ -0,0 +1,65 @@
+# Agenten Plattform
+#
+# (c) 2024 Magnus Bender
+# 	Institute of Humanities-Centered Artificial Intelligence (CHAI)
+# 	Universitaet Hamburg
+# 	https://www.chai.uni-hamburg.de/~bender
+#  
+# source code released under the terms of GNU Public License Version 3
+# https://www.gnu.org/licenses/gpl-3.0.txt
+
+import os
+
+from fastapi import FastAPI, Request, BackgroundTasks
+from fastapi.staticfiles import StaticFiles
+from fastapi.responses import JSONResponse
+
+from ums.agent.process import MessageProcessor
+from ums.utils import AgentMessage, AgentResponse, const
+
+class WebMain():
+
+	def __init__(self):
+		self.msg_process = MessageProcessor()
+
+		self._init_app()
+		self._add_routes()
+
+	def _init_app(self):
+		self.app = FastAPI(
+			title="Agenten Plattform",
+			description="Agenten Plattform – Agent",
+			openapi_url="/api/schema.json",
+			docs_url='/api',
+			redoc_url=None
+		)
+
+		self.app.mount(
+			"/static",
+			StaticFiles(directory=os.path.join(const.PUBLIC_PATH, 'static')),
+			name="static"
+		)
+		self.app.mount(
+			"/docs",
+			StaticFiles(directory=os.path.join(const.PUBLIC_PATH, 'docs'), html=True),
+			name="docs"
+		)
+
+	def _add_routes(self):
+
+		@self.app.get("/", response_class=JSONResponse, summary="Link list")
+		def index():
+			return {
+				"title" : "Agenten Plattform – Agent",
+				"./message" : "Messaged from the Management",
+				"./api" : "API Overview",
+				"./docs" : "Documentation"
+			}
+
+		@self.app.post("/message", summary="Send a message to this agent")
+		def message(request: Request, message:AgentMessage, background_tasks: BackgroundTasks) -> AgentResponse:
+			return self.msg_process.new_message(message, background_tasks)
+
+if __name__ == "ums.agent.main" and os.environ.get('SERVE', 'false').lower() == 'true':	
+	main = WebMain()
+	app = main.app

ums/agent/process.py

@@ -0,0 +1,100 @@
+# Agenten Plattform
+#
+# (c) 2024 Magnus Bender
+# 	Institute of Humanities-Centered Artificial Intelligence (CHAI)
+# 	Universitaet Hamburg
+# 	https://www.chai.uni-hamburg.de/~bender
+#  
+# source code released under the terms of GNU Public License Version 3
+# https://www.gnu.org/licenses/gpl-3.0.txt
+
+import os, importlib
+from typing import List
+
+import requests
+from fastapi import BackgroundTasks
+
+from ums.agent.agent import BasicAgent, AgentCapability, ExtractAgent, SolveAgent, GatekeeperAgent
+from ums.utils import AgentMessage, AgentResponse, logger
+
+class MessageProcessor():
+
+	MANAGEMENT_URL = os.environ.get('MANAGEMENT_URL', 'http://127.0.0.1:80').strip().strip('/')
+	AGENTS_LIST = os.environ.get('AGENTS_LIST', 'ums.example.example:AGENT_CLASSES').strip()
+
+	def __init__(self, disable_messages:bool=False):
+		self.counts = 0
+		self.disable_messages = disable_messages
+
+		module_name, var_name = self.AGENTS_LIST.split(':')
+		agents_module = importlib.import_module(module_name)
+
+		self.agent_classes:List[BasicAgent] = getattr(agents_module, var_name)
+		self.extract_agents:List[ExtractAgent] = list(filter(
+			lambda ac: ac.agent_capability() == AgentCapability.EXTRACT,
+			self.agent_classes
+		))
+		self.solve_agents:List[SolveAgent] = list(filter(
+			lambda ac: ac.agent_capability() == AgentCapability.SOLVE,
+			self.agent_classes
+		))
+		self.gatekeeper_agents:List[GatekeeperAgent] = list(filter(
+			lambda ac: ac.agent_capability() == AgentCapability.GATEKEEPER,
+			self.agent_classes
+		))
+
+	def new_message(self, message:AgentMessage, background_tasks: BackgroundTasks) -> AgentResponse:
+		enqueued = False
+
+		if message.status.extract.required and not message.status.extract.finished:
+			# send to extract agents
+			if len(self.extract_agents) > 0:
+				data_types = set( d.type for d in message.data )
+				for ac in self.extract_agents:
+					if ac.extract_type() in data_types: 
+						background_tasks.add_task(ac, message, self._send_message)
+						enqueued = True
+
+		elif message.status.solve.required and not message.status.solve.finished:
+			# send to solve agents
+			if len(self.solve_agents) > 0:
+				for sa in self.solve_agents:
+					background_tasks.add_task(sa, message, self._send_message)
+					enqueued = True
+			
+		elif message.status.validate.required and not message.status.validate.finished:
+			# send to solve agents
+			if len(self.gatekeeper_agents) > 0:
+				for ga in self.gatekeeper_agents:
+					background_tasks.add_task(ga, message, self._send_message)
+					enqueued = True
+
+		logger.debug(
+			("Added to queue" if enqueued else "No agent found to queue message.") +
+			f"ID: {message.id} Count: {self.counts}"
+		)
+
+		self.counts += 1
+		return AgentResponse(
+			count=self.counts-1,
+			msg="Added to queue" if enqueued else "",
+			error=not enqueued,
+			error_msg=None if enqueued else "No agent found to queue message."
+		)
+
+	def _send_message(self, message:AgentMessage) -> bool:
+		if not self.disable_messages:
+			r = requests.post(
+				"{}/message".format(self.MANAGEMENT_URL),
+				data=message.model_dump_json(),
+				headers={"accept" : "application/json", "content-type" : "application/json"}
+			)
+
+			if r.status_code == 200:
+				return True
+			else:
+				logger.warning(f"Error sending message to management! {(r.text, r.headers)}")
+				return False
+		else:
+			print("\tMessages disabled: Requested to send message to management:")
+			print(message.model_dump_json(indent=2))

ums/example/__main__.py

@@ -0,0 +1,60 @@
+# Agenten Plattform
+#
+# (c) 2024 Magnus Bender
+# 	Institute of Humanities-Centered Artificial Intelligence (CHAI)
+# 	Universitaet Hamburg
+# 	https://www.chai.uni-hamburg.de/~bender
+#  
+# source code released under the terms of GNU Public License Version 3
+# https://www.gnu.org/licenses/gpl-3.0.txt
+
+"""
+	See the source →
+"""
+
+if __name__ == "__main__":
+
+	from ums.utils import ManagementRequest
+
+	m_request = ManagementRequest()
+
+	# get infos from Management
+
+	print(
+		# message number 12
+		m_request.get_message(count=12)
+	)
+
+	print(
+		# first two messages of id "test"
+		m_request.list_messages(id="test", limit=2)
+	)
+
+	print(
+		# count messages with id "test"
+		m_request.total_messages(id="test")
+	)
+
+	from ums.utils import AgentMessage, Riddle, RiddleData, RiddleDataType, RiddleSolution
+
+	# send messages to management
+
+	#	basic message
+	msg = AgentMessage(
+		id="example",
+		riddle=Riddle(context="Today is the 1. January 1970", question="What time is it?"),
+		data=[
+			RiddleData(
+				type=RiddleDataType.TEXT,
+				file_plain="./cv.txt" # make sure this file exists!
+			)
+		]
+	)
+	#	disable some steps 
+	msg.status.extract.required = False
+	msg.status.validate.required = False
+
+	print(
+		# send the message
+		m_request.send_message(msg)
+	)

ums/example/example.py

@@ -0,0 +1,79 @@
+# Agenten Plattform
+#
+# (c) 2024 Magnus Bender
+# 	Institute of Humanities-Centered Artificial Intelligence (CHAI)
+# 	Universitaet Hamburg
+# 	https://www.chai.uni-hamburg.de/~bender
+#  
+# source code released under the terms of GNU Public License Version 3
+# https://www.gnu.org/licenses/gpl-3.0.txt
+
+import random
+
+from typing import Callable, List
+from ums.agent import ExtractAudioAgent, ExtractImageAgent, ExtractTextAgent, SolveAgent, GatekeeperAgent
+
+from ums.utils import AgentMessage, Riddle, RiddleData, RiddleSolution, RiddleStatus, ExtractedData
+
+"""
+	Examples for simple agents.
+
+	Each agent is represented by its own class. The handling of tasks is done by `handle()` in each agent.
+
+	Finally `AGENT_CLASSES` contains the classes of the agents in a list. Via environmental variables this list is specified to the ums.agent system. 
+"""
+
+class MyExtractAudioAgent(ExtractAudioAgent):
+
+	def handle(self, data: RiddleData) -> RiddleData:
+		print("Audio Process:", data.file_plain)
+		return data
+
+class MyExtractImageAgent(ExtractImageAgent):
+
+	def handle(self, data: RiddleData) -> RiddleData:
+		print("Image Process:", data.file_plain)
+
+		extracted = ExtractedData(other={"info":"just a test"})
+		data.file_extracted = self.store_extracted(data, extracted)
+		return data
+	
+class MyExtractTextAgent(ExtractTextAgent):
+
+	def before_response(self, response: AgentMessage, send_it: Callable[[], None]) -> bool:
+		print("The response will be:", response)
+		return True
+
+	def handle(self, data: RiddleData) -> RiddleData:
+		print("Text Process:", data.file_plain)
+		return data
+
+
+class MySolveAgent(SolveAgent):
+
+	def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution:
+
+		for d in data:
+			print(self.get_extracted(d))
+		
+		if self.message().id == "test":
+			status = RiddleStatus()
+			status.extract.required = False
+			self.sub_riddle(riddle=Riddle(context="Haha", question="Blubber"), status=status)
+
+		return RiddleSolution(solution="Huii", explanation=f"Blubb, {random.random()}")
+	
+
+class MyGatekeeperAgent(GatekeeperAgent):
+
+	def handle(self, solution: List[RiddleSolution], riddle: Riddle) -> RiddleSolution:
+		solution[0].accepted = True 
+		solution[0].review = "Ok"
+		
+		return solution
+
+AGENT_CLASSES = [
+	MyExtractAudioAgent, MyExtractImageAgent, MyExtractTextAgent,
+	MySolveAgent,
+	MyGatekeeperAgent
+]

ums/management/db.py

@@ -15,44 +15,9 @@ from datetime import datetime
 from threading import Lock
 from typing import Generator
 
-from pydantic import validate_call, BaseModel
+from pydantic import validate_call, ValidationError
 
-from ums.utils import PERSIST_PATH, AgentMessage
-
-class RowObject(BaseModel):
-	"""
-		Object representing a database row.
-	"""
-
-	count : int
-	"""
-		The count (primary key) of the item.
-	"""
-
-	sender : str
-	"""
-		The sender of the message.
-	""" 
-
-	recipient : str
-	"""
-		The recipient of the message
-	"""
-
-	time : int
-	"""
-		The time (unix timestamp) the message was received/ sent.
-	"""
-
-	message : AgentMessage
-	"""
-		The message  received/ sent.
-	"""
-
-	processed : bool
-	"""
-		Did the management process the message, i.e., did the tasks necessary for this message (mostly only relevant for received messages).
-	"""
+from ums.utils import PERSIST_PATH, AgentMessage, MessageDbRow
 
 class DB():
 
@@ -61,17 +26,18 @@ class DB():
 	def __init__(self):
 		self.db = sqlite3.connect(
 			os.path.join(PERSIST_PATH, 'messages.db'),
-			check_same_thread=False
+			check_same_thread=False,
+			autocommit=False
 		)
 		self.db.row_factory = sqlite3.Row
-
-		self.dblock = Lock()
 		atexit.register(lambda db : db.close(), self.db)
 
+		self.db_lock = Lock()
+
 		self._assure_tables()
 
 	def _assure_tables(self):
-		self.dblock.acquire()
+		self.db_lock.acquire()
 		with self.db:
 			self.db.execute("""CREATE TABLE IF NOT EXISTS Messages ( 
 				count INTEGER PRIMARY KEY AUTOINCREMENT,
@@ -80,13 +46,14 @@ class DB():
 			 	recipient TEXT,
 				time TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
 				json BLOB,
-				processed BOOL DEFAULT FALSE
+				processed BOOL DEFAULT FALSE,
+				solution BOOL DEFAULT NULL
 			)""")
-		self.dblock.release()
+		self.db_lock.release()
 
 	@validate_call
-	def add_message(self, sender:str, recipient:str, message:AgentMessage, processed:bool=False) -> int:
-		self.dblock.acquire()
+	def add_message(self, sender:str, recipient:str, message:AgentMessage, processed:bool=False ) -> int:
+		self.db_lock.acquire()
 		with self.db:
 			self.db.execute(
 				"""INSERT INTO Messages (
@@ -101,31 +68,44 @@ class DB():
 					"processed" : processed
 				})
 			new_count = self.db.execute("SELECT LAST_INSERT_ROWID() as last").fetchone()
-		self.dblock.release()
+		self.db_lock.release()
 
 		return new_count['last']
 
 	@validate_call
 	def set_processed(self, count:int, processed:bool=True) -> bool:
-		self.dblock.acquire()
+		self.db_lock.acquire()
 		with self.db:
 			try:
 				self.db.execute("UPDATE Messages SET processed = ? WHERE count = ?", (processed, count))
 				return True
 			except:
 				return False
-		self.dblock.release()
+			finally:
+				self.db_lock.release()
 
-	def __iter__(self) -> Generator[RowObject, None, None]:
+	@validate_call
+	def set_solution(self, count:int, solution:bool) -> bool:
+		self.db_lock.acquire()
+		with self.db:
+			try:
+				self.db.execute("UPDATE Messages SET solution = ? WHERE count = ?", (solution, count))
+				return True
+			except:
+				return False
+			finally:
+				self.db_lock.release()
+
+	def __iter__(self) -> Generator[MessageDbRow, None, None]:
 		yield from self.iterate()
 
 	@validate_call
 	def iterate(self,
 		id:str|None=None, sender:str|None=None, recipient:str|None=None,
-		processed:bool|None=None,
+		processed:bool|None=None, solution:bool|None=None,
 		time_after:int|None=None, time_before:int|None=None,
-		limit:int=20, offset:int=0
-	) -> Generator[RowObject, None, None]:
+		limit:int=20, offset:int=0, _count_only:bool=False
+	) -> Generator[MessageDbRow|int, None, None]:
 		
 		where = []
 		params = {
@@ -133,7 +113,11 @@ class DB():
 			"off": offset
 		}
 
-		for v,n in ((id,'id'), (sender,'sender'), (recipient,'recipient'), (processed,'processed')):
+		for v,n in (
+				(id,'id'),
+				(sender,'sender'), (recipient,'recipient'),
+				(processed,'processed'), (solution,'solution')
+			):
 			if not v is None:
 				where.append('{} = :{}'.format(n,n))
 				params[n] = v
@@ -152,23 +136,56 @@ class DB():
 			where_clause = ""
 
 		with self.db:
+			if _count_only:
+				count = self.db.execute(
+					"SELECT COUNT(*) as count FROM Messages {}".format(where_clause),
+					params
+				).fetchone()
+
+				yield count['count']
+			else:
 				for row in self.db.execute(
-				"SELECT * FROM Messages {} LIMIT :lim OFFSET :off".format(where_clause),
+					"SELECT * FROM Messages {} ORDER BY time DESC, count DESC LIMIT :lim OFFSET :off".format(where_clause),
 					params
 				):
-				yield self._create_row_object(row)
+					yield self._create_row_object(row, allow_lazy=True)
 
-	def _create_row_object(self, row:sqlite3.Row) -> RowObject:
-		return RowObject(
+	def __len__(self) -> int:
+		return self.len()
+
+	def len(self, **kwargs) -> int:
+		"""
+			See `DB.iterate` for possible values of `kwargs`.
+		"""
+		kwargs['_count_only'] = True
+		return next(self.iterate(**kwargs))
+
+	def _create_row_object(self, row:sqlite3.Row, allow_lazy:bool=True) -> MessageDbRow:
+		try:
+			message = AgentMessage.model_validate_json(
+					row['json'],
+					context={"require_file_exists": not allow_lazy}
+				)
+		except ValidationError as e:
+			if allow_lazy:
+				message = AgentMessage(
+					id="error",
+					riddle={"context":str(e),"question":"Failed to load from Database!"}
+				) 
+			else:
+				raise e
+		
+		return MessageDbRow(
 			count=row['count'],
 			sender=row['sender'],
 			recipient=row['recipient'],
 			time=int(datetime.strptime(row['time'], self._DB_TIME_FORMAT).timestamp()),
-			message=AgentMessage.model_construct(row['json']),
-			processed=row['processed']
+			message=message,
+			processed=row['processed'],
+			solution=row['solution']
 		)
 
-	def by_count(self, count:int) -> RowObject|None:
+	def by_count(self, count:int) -> MessageDbRow|None:
 		with self.db:
 			try:
 				return self._create_row_object(
@@ -176,5 +193,3 @@ class DB():
 				)
 			except:
 				return None
-	
-

ums/management/interface.py

@@ -8,28 +8,99 @@
 # source code released under the terms of GNU Public License Version 3
 # https://www.gnu.org/licenses/gpl-3.0.txt
 
+import re
+
+from urllib.parse import urlencode
+
 from fastapi import APIRouter, Request
+from fastapi.responses import HTMLResponse, RedirectResponse
 from fastapi.templating import Jinja2Templates
 
 from ums.management.db import DB
 
+from ums.utils import (AgentMessage, RiddleDataType,
+	list_shared_data, list_shared_schema, SHARE_PATH)
+
 class Interface():
 
+	_PREFIX = "/app"
+
 	def __init__(self, template:Jinja2Templates, db:DB):
 		self.template = template
 		self.db = db
 		
 		self.router = APIRouter(
-			prefix="/app",
-			tags=["app, gui"]
+			prefix=self._PREFIX,
+			tags=["gui"]
 		)
 		
 		self._add_routes()
 
 	def _add_routes(self):
-		@self.router.get("/", summary="Test")
-		def corpus(request: Request):
+		@self.router.get("/", response_class=RedirectResponse, summary="Redirect")
+		def index(request: Request) -> RedirectResponse:
+			return RedirectResponse(self._PREFIX + "/table")
 		
-			print(self.db.by_count(3))
+		@self.router.get("/table", response_class=HTMLResponse, summary="Table of messages")
+		def table(request: Request,
+			id:str|None=None, sender:str|None=None, recipient:str|None=None,
+			processed:bool|None=None, solution:bool|None=None,
+			time_after:int|str|None=None, time_before:int|str|None=None,
+			limit:int=10, offset:int=0, _count_only:bool=False
+		):
 			
-			return {}
+			db_args = {
+				"limit" : limit,
+				"offset" : offset
+			}
+
+			convert_time = lambda t: self.template.env.globals["date2timestamp"](t) \
+				if not re.match(r'^\d+$', t) else int(t)
+			for v,n,f in (
+				(id,'id',str), (sender,'sender',str), (recipient,'recipient',str),
+				(processed,'processed', bool), (solution,'solution', bool),
+				(time_after, 'time_after', convert_time), (time_before, 'time_before', convert_time) 
+			):
+				if not v is None:
+					db_args[n] = f(v)
+
+			if _count_only:
+				return self.db.len(**db_args)
+			else:
+				def pagination_link(**kwargs):
+					link_args = db_args.copy()
+					link_args.update(kwargs)
+					return urlencode(link_args)
+			
+				return self.template.TemplateResponse(
+					'table.html',
+					{"request" : request,
+						"db" : self.db, "db_args" : db_args,
+						"pagination_link" : pagination_link
+					}
+				)
+			
+		@self.router.get("/table/total", summary="Total number of messages in table")
+		def table_total(request: Request,
+			id:str|None=None, sender:str|None=None, recipient:str|None=None,
+			processed:bool|None=None, solution:bool|None=None,
+			time_after:int|str|None=None, time_before:int|str|None=None,
+			limit:int=10, offset:int=0
+		) -> int:
+
+			kwargs = locals().copy()
+			del kwargs['table']
+			kwargs['_count_only'] = True
+
+			return table(**kwargs)
+
+		@self.router.get("/new", response_class=HTMLResponse, summary="Add new riddle")
+		def new(request: Request):
+			return self.template.TemplateResponse(
+				'new.html',
+				{"request" : request,
+     					"AgentMessage" : AgentMessage, "RiddleDataType": RiddleDataType,
+					"shared_data" : list_shared_data(), "shared_schema" : list_shared_schema(),
+					"SHARE_PATH" : SHARE_PATH
+				}
+			)

ums/management/main.py

@@ -10,21 +10,31 @@
 
 import os
 
-from fastapi import FastAPI, Request
+from typing import List
+from datetime import datetime
+
+from fastapi import FastAPI, Request, BackgroundTasks, HTTPException
+from fastapi.responses import HTMLResponse
 from fastapi.templating import Jinja2Templates
 
-from ums.management.interface import Interface
-from ums.management.db import DB
+from jinja2.runtime import Undefined as JinjaUndefined
 
-from ums.utils import AgentMessage, RiddleData, RiddleDataType, RiddleSolution, TEMPLATE_PATH
+from ums.management.interface import Interface
+from ums.management.db import DB, MessageDbRow
+from ums.management.process import MessageProcessor
+
+from ums.utils import AgentMessage, AgentResponse, TEMPLATE_PATH
 
 class WebMain():
 
+	_TIME_FORMAT = "%H:%M:%S %d.%m.%Y"
+
 	def __init__(self):
 		self._init_app()
 		self._init_templates()
 
 		self.db = DB()
+		self.msg_process = MessageProcessor(self.db)
 
 		self._add_routes()
 		self._add_routers()
@@ -45,40 +55,71 @@ class WebMain():
 			auto_reload=True
 		)
 		
+		def timestamp2date(t:int|JinjaUndefined) -> str:
+			return "" if isinstance(t, JinjaUndefined) \
+				else datetime.fromtimestamp(t).strftime(self._TIME_FORMAT)
+		self.template.env.globals["timestamp2date"] = timestamp2date
+
+		def date2timestamp(d:str|JinjaUndefined) -> int|str:
+			return "" if isinstance(d, JinjaUndefined) \
+				else int(datetime.strptime(d, self._TIME_FORMAT).timestamp())
+		self.template.env.globals["date2timestamp"] = date2timestamp
+
+
 	def _add_routers(self):
 		interface_router = Interface(self.template, self.db)
 		self.app.include_router(interface_router.router)
 
-
 	def _add_routes(self):
 
-		@self.app.get("/test", summary="Test")
-		def huhu(request: Request) -> AgentMessage:
-			ex = AgentMessage(
-					id="ex1",
-					riddle={
-						"context":"Example 1",
-						"question":"Get the name of the person."
-					},
-					data=[
-						RiddleData(
-							type=RiddleDataType.TEXT,
-							file_plain="./cv.txt"
-						)
-					]
-				)
-			ex.status.extract.required = False
-
-			ex.solution = RiddleSolution(
-				solution="Otto",
-				explanation="Written in line 6 after 'Name:'"
+		@self.app.get("/index", response_class=HTMLResponse, summary="Link list")
+		def index(request: Request):
+			return self.template.TemplateResponse(
+				'index.html',
+				{"request" : request}
 			)
 
-			ins_count = self.db.add_message('from', 'to', ex)
-			self.db.set_processed(ins_count)
+		@self.app.post("/message", summary="Send a message to the management", tags=['agents'])
+		def message(request: Request, message:AgentMessage, background_tasks: BackgroundTasks) -> AgentResponse:
 
-			return ex
+			receiver = request.headers['host']
+			if ':' in receiver:
+				receiver = receiver[:receiver.rindex(':')]
 			
-if __name__ == "ums.management.main" and os.environ.get('SERVE', 'false') == 'true':	
+			sender = request.headers['x-forwarded-for']
+
+			return self.msg_process.new_message(sender, receiver, message, background_tasks)
+		
+		@self.app.get("/list", summary="Get list of messages (like table)", tags=["cli, agents"])
+		def list(id:str|None=None, sender:str|None=None, recipient:str|None=None,
+			processed:bool|None=None, solution:bool|None=None,
+			time_after:int|None=None, time_before:int|None=None,
+			limit:int=10, offset:int=0
+		) -> List[MessageDbRow]:
+
+			db_args = {
+				"limit" : limit,
+				"offset" : offset
+			}
+
+			for v,n in (
+				(id,'id'), (sender,'sender'), (recipient,'recipient'),
+				(processed,'processed'), (solution,'solution'),
+				(time_after, 'time_after'), (time_before, 'time_before') 
+			):
+				if not v is None:
+					db_args[n] = v
+
+			return [row for row in self.db.iterate(**db_args)]
+
+		@self.app.get("/list/single", summary="Get a single message", tags=["cli, agents"])
+		def status(count:int) -> MessageDbRow:
+			msg = self.db.by_count(count)
+			if msg is None:
+				raise HTTPException(status_code=404, detail="Message not found")
+			
+			return msg
+		
+if __name__ == "ums.management.main" and os.environ.get('SERVE', 'false').lower() == 'true':	
 	main = WebMain()
 	app = main.app

ums/management/process.py

@@ -0,0 +1,268 @@
+# Agenten Plattform
+#
+# (c) 2024 Magnus Bender
+# 	Institute of Humanities-Centered Artificial Intelligence (CHAI)
+# 	Universitaet Hamburg
+# 	https://www.chai.uni-hamburg.de/~bender
+#  
+# source code released under the terms of GNU Public License Version 3
+# https://www.gnu.org/licenses/gpl-3.0.txt
+
+import os, re
+from typing import List
+
+import requests
+from fastapi import BackgroundTasks
+
+from ums.management.db import DB
+from ums.utils import AgentMessage, AgentResponse, logger, RiddleData, RiddleSolution
+
+class MessageProcessor():
+
+	SOLUTION_MAX_TRIALS = int(os.environ.get('SOLUTION_MAX_TRIALS', 5))
+	MESSAGE_MAX_CONTACTS = int(os.environ.get('MESSAGE_MAX_CONTACTS', 100))
+
+	REQUIRE_FULL_EXTRACT = os.environ.get('REQUIRE_FULL_EXTRACT', 'false').lower() == 'true'
+	REQUIRE_FULL_SOLVE = os.environ.get('REQUIRE_FULL_SOLVE', 'false').lower() == 'true'
+
+	MANAGEMENT_URL = os.environ.get('MANAGEMENT_URL', 'http://127.0.0.1:80').strip().strip('/')
+	
+	AGENTS_PROCESS = tuple(map(
+		lambda s:s.strip().strip('/'),
+		os.environ.get('AGENTS_PROCESS', '').split(',')
+	))
+	AGENTS_SOLVE = tuple(map(
+		lambda s:s.strip().strip('/'),
+		os.environ.get('AGENTS_SOLVE', '').split(',')
+	))
+	AGENTS_GATEKEEPER = tuple(map(
+		lambda s:s.strip().strip('/'),
+		os.environ.get('AGENTS_GATEKEEPER', '').split(',')
+	))
+
+	def __init__(self, db:DB):
+		self.db = db
+		self.management_name = self._get_name(self.MANAGEMENT_URL)
+
+		if len(self.AGENTS_PROCESS) == 0:
+			logger.warning(f"Not Process Agent (AGENTS_PROCESS) found, this may be a problem!")
+		if len(self.AGENTS_SOLVE) == 0:
+			logger.warning(f"Not Solve Agent (AGENTS_SOLVE) found, this may be a problem!")
+		if len(self.AGENTS_GATEKEEPER) == 0:
+			logger.warning(f"Not Gatekeeper Agent (AGENTS_GATEKEEPER) found, this may be a problem!")
+
+	def _get_name(self, url:str) -> str:
+		m = re.match(r'^https?://([^:]*)(?::(\d+))?$', url)
+		return "unknown" if m == None else m.group(1)
+
+	def new_message(self,
+		sender:str, receiver:str, message:AgentMessage,
+		background_tasks: BackgroundTasks
+	) -> AgentResponse:
+
+		try:
+			db_count = self.db.add_message(sender, receiver, message)
+			background_tasks.add_task(self._process_message, db_count)
+
+			return AgentResponse(
+				count=db_count,
+				msg="Added message to queue"
+			)
+		except Exception as e:
+			return AgentResponse(
+				count=-1,
+				error=True,
+				error_msg=str(e)
+			)
+
+	def _process_message(self, count:int, ignore_processed:bool=False):
+		db_message = self.db.by_count(count)
+
+		if db_message.processed and not ignore_processed:
+			# do not process processed messages again
+			return
+		
+		# now message processed!
+		self.db.set_processed(count=count, processed=True)
+		
+		# increment contacts counter
+		db_message.message.contacts += 1
+		if db_message.message.contacts > self.MESSAGE_MAX_CONTACTS:
+			logger.warning(f"Message reached max number of contacts! {db_message.message.id}, {count}")
+			return
+		
+		# check which step/ state the message requires the management to do
+		# -> IF
+		if db_message.message.status.extract.required and not db_message.message.status.extract.finished:
+			# send to extract agents
+			self._send_messages(self.AGENTS_PROCESS, db_message.message)
+			return
+		
+		# combine different extractions in data items
+		#	will update items in `db_message.message.data`
+		fully_extracted = self._add_extractions(db_message.message.id, db_message.message.data)
+		if self.REQUIRE_FULL_EXTRACT and not fully_extracted:
+			logger.warning(f"Postpone message, wait for full extract of items! {db_message.message.id}, {count}")
+			return
+
+		# -> EL IF
+		if db_message.message.status.solve.required and not db_message.message.status.solve.finished:
+			# send to solve agents
+			self._send_messages(self.AGENTS_SOLVE, db_message.message)
+			return
+
+		# combine different solutions
+		#	will add solutions received before to `db_message.message.solution`
+		fully_solved = self._add_solutions(db_message.message.id, db_message.message.solution, db_message.message.status.trial)
+		if self.REQUIRE_FULL_SOLVE and not fully_solved:
+			logger.warning(f"Postpone message, wait for all solutions of riddle! {db_message.message.id}, {count}")
+			return
+
+		# -> EL IF	
+		if db_message.message.status.validate.required and not db_message.message.status.validate.finished:
+			# send to solve agents
+			self._send_messages(self.AGENTS_GATEKEEPER, db_message.message)
+			return
+
+		# -> ELSE
+		# all steps "done"
+
+		# validate not required? (then solved will never be set to true, thus set it here)
+		if not db_message.message.status.validate.required:
+			db_message.message.status.solved = True
+
+		if db_message.message.status.solved:
+			# yay, message is solved
+			self.db.set_solution(count=count, solution=True);
+		else:
+			# not solved, but all steps done
+			self.db.set_solution(count=count, solution=False);
+	
+			# try again
+			self._do_again(db_message.message)
+
+	def _hash_solution(self, s:RiddleSolution) -> int:
+		return hash((s.solution, s.explanation, tuple((d.file_plain, d.type) for d in s.used_data)))
+	
+	def _add_solutions(self, riddle_id:str, solution:List[RiddleSolution], trial:int) -> bool:
+		# do not do anything, if all solutions available
+		if len(solution) >= len(self.AGENTS_SOLVE):
+			return True
+		
+		contained = set(self._hash_solution(s) for s in solution)
+		
+		# search db for solutions from before 
+		for row in self.db.iterate(
+			id=riddle_id,
+			limit=min(self.db.len(id=riddle_id), 250)
+		):
+			# make sure to only use solutions from same "trial"
+			if row.message.status.trial == trial:
+				for s in row.message.solution:
+					h = self._hash_solution(s)
+					if h not in contained:
+						# add the 'new' solution
+						solution.append(s)
+						contained.add(h)
+
+			# all solutions found ?
+			if len(solution) >= len(self.AGENTS_SOLVE):
+				break
+
+		return len(solution) >= len(self.AGENTS_SOLVE)
+	
+	def _hash_data(self, d:RiddleData) -> int:
+		return hash((d.file_plain, d.type, d.prompt))
+
+	def _add_extractions(self, riddle_id:str, data:List[RiddleData]) -> bool:
+		# get all the data items without extraction
+		empty_data = {}
+		for i, d in enumerate(data):
+			if d.file_extracted is None:
+				empty_data[self._hash_data(d)] = i
+		
+		# do not do anything if fully extracted
+		if len(empty_data) == 0:
+			return True
+
+		# search db for extractions already available
+		for row in self.db.iterate(
+			id=riddle_id,
+			limit=min(self.db.len(id=riddle_id), 250)
+		):
+			# check for required extraction
+			for d in row.message.data:
+				# already extracted ? 
+				#	extraction file exists ?
+				#	one of the items, we do not have extractions for ?
+				#	the same data item ?
+				if not d.file_extracted is None \
+					and not d.file_extracted.startswith("missing:") \
+					and self._hash_data(d) in empty_data:
+						# copy the reference to the extracted data
+						data[empty_data[self._hash_data(d)]].file_extracted = d.file_extracted
+						# remove from items we need extracted data for
+						del empty_data[self._hash_data(d)]
+
+			# break if all extractions found
+			if len(empty_data) == 0:
+				break
+
+		return len(empty_data) == 0 # fully extracted
+
+	def _do_again(self, message:AgentMessage):
+		if message.status.trial < self.SOLUTION_MAX_TRIALS:
+			# try again, recycle message
+
+			# require steps again
+			if message.status.extract.required:
+				message.status.extract.finished = False 
+			if message.status.solve.required:
+				message.status.solve.finished = False 
+			if message.status.validate.required:
+				message.status.validate.finished = False
+
+			# increment trial
+			message.status.trial += 1
+
+			# append current solution(s) als old one(s)
+			if len(message.solution) > 0:
+				message.riddle.solutions_before.extend(
+					message.solution
+				)
+				# reset current solution
+				message.solution = []
+
+			# add the riddle as new to management
+			self._send_message(self.MANAGEMENT_URL, message)
+
+		else:
+			logger.info(f"Unsolved riddle after max number of trials: {message.id}")
+
+	def _send_messages(self, recipients:List[str], message:AgentMessage) -> bool:
+		ok  = True
+		for r in recipients:
+			ok = ok and self._send_message(r, message)
+		return ok
+
+	def _send_message(self, recipient:str, message:AgentMessage) -> bool:
+		db_count = self.db.add_message(
+			sender=self.management_name,
+			recipient=self._get_name(recipient),
+			message=message,
+			processed=False
+		)
+
+		r = requests.post(
+			"{}/message".format(recipient),
+			data=message.model_dump_json(),
+			headers={"accept" : "application/json", "content-type" : "application/json"}
+		)
+
+		if r.status_code == 200:
+			self.db.set_processed(db_count, processed=True)
+			return True
+		else:
+			logger.warning(f"Error sending message to: {recipient} {(r.text, r.headers)}")
+			return False
+			

ums/utils/__init__.py

@@ -8,6 +8,21 @@
 # source code released under the terms of GNU Public License Version 3
 # https://www.gnu.org/licenses/gpl-3.0.txt
 
+from ums.utils.const import *
+
+import logging, os
+if os.environ.get('SERVE', 'false').lower() == 'true':
+	logging.basicConfig(
+		handlers=[
+			logging.FileHandler(LOG_FILE),
+			logging.StreamHandler()
+		],
+		level=LOG_LEVEL,
+		format='%(asctime)s %(levelname)s %(name)s: %(message)s',
+		datefmt='%Y-%m-%d %H:%M:%S'
+	)
+logger = logging.getLogger('UMS Agenten')
+
 from ums.utils.types import (
 	RiddleInformation,
 		AgentMessage,
@@ -15,7 +30,17 @@ from ums.utils.types import (
 			RiddleSolution,
 			RiddleData, 
 				RiddleDataType,
-			RiddleStatus
+			RiddleStatus,
+		AgentResponse,
+	MessageDbRow
 )
 
-from ums.utils.const import *
+from ums.utils.request import ManagementRequest
+
+from ums.utils.functions import list_shared_data, list_shared_schema
+
+from ums.utils.schema import (
+	ExtractionSchema,
+	ExtractedData,
+		ExtractedContent, ExtractedPositions
+)

ums/utils/const.py

@@ -13,9 +13,13 @@
 	See the content ...
 """
 
-import os
+import os, logging
 
 BASE_PATH = '/ums-agenten'
 SHARE_PATH = os.path.join(BASE_PATH, 'share')
 PERSIST_PATH = os.path.join(BASE_PATH, 'persist')
+PUBLIC_PATH = os.path.join(BASE_PATH, 'plattform', 'web', 'public')
 TEMPLATE_PATH = os.path.join(BASE_PATH, 'plattform', 'web', 'templates')
+
+LOG_FILE = os.path.join(PERSIST_PATH, 'ums.log')
+LOG_LEVEL = logging.INFO

ums/utils/functions.py

@@ -0,0 +1,56 @@
+# Agenten Plattform
+#
+# (c) 2024 Magnus Bender
+# 	Institute of Humanities-Centered Artificial Intelligence (CHAI)
+# 	Universitaet Hamburg
+# 	https://www.chai.uni-hamburg.de/~bender
+#  
+# source code released under the terms of GNU Public License Version 3
+# https://www.gnu.org/licenses/gpl-3.0.txt
+
+import os
+
+from typing import List, Callable
+
+from ums.utils.const import SHARE_PATH
+
+def list_path(path:str) -> List[str]:
+	if os.path.isdir(path):
+		items = []
+		for item in os.listdir(path):
+			full = os.path.join(path, item)
+			if os.path.isdir(full):
+				items.extend(list_path(full))
+			elif os.path.isfile(full):
+				items.append(full)
+		return items
+	else:
+		return []
+	
+def list_shared(filter:Callable=lambda p,n,e: True) -> List[str]:
+	files = []
+	for f in list_path(SHARE_PATH):
+		r = f[len(SHARE_PATH)+1:]
+
+		if r[0] == '.' or '/.' in r:
+			# hidden files
+			continue
+		
+		if '/' in r and '.' in r:
+			path, name, ending = r[:r.rfind('/')], r[r.rfind('/')+1:r.rfind('.')], r[r.rfind('.')+1:]
+		elif '/' in r:
+			path, name, ending = r[:r.rfind('/')], r[r.rfind('/')+1:], ""
+		elif '.' in r:
+			path, name, ending = "", r[:r.rfind('.')], r[r.rfind('.')+1:]
+		else:
+			path, name, ending = "", r, ""
+
+		if filter(path, name, ending):
+			files.append(r)
+	return files
+
+def list_shared_data():
+	return list_shared(lambda p,n,e: e != "json")
+
+def list_shared_schema():
+	return list_shared(lambda p,n,e: e == "json")

ums/utils/request.py

@@ -0,0 +1,173 @@
+# Agenten Plattform
+#
+# (c) 2024 Magnus Bender
+# 	Institute of Humanities-Centered Artificial Intelligence (CHAI)
+# 	Universitaet Hamburg
+# 	https://www.chai.uni-hamburg.de/~bender
+#  
+# source code released under the terms of GNU Public License Version 3
+# https://www.gnu.org/licenses/gpl-3.0.txt
+
+"""
+	Access to the management, e.g., get the list of messages and single messages.
+	Manually send messages (if necessary, the platforms should do this). 
+
+	### Example
+	```python
+
+		m_request = ManagementRequest()
+		
+		m_request.get_message(count=12)
+		# MessageDbRow(count=12 sender='from' recipient='to' ...
+
+		m_request.list_messages(id="test", limit=2)
+		# [
+		#	MessageDbRow(count=7256, sender='management', ...),
+		#	MessageDbRow(count=7255, sender='management', ...),
+		# ]
+
+		m_request.total_messages(id="test")
+		# 31
+
+	```
+
+	See also `ums.example.__main__` and run in Docker via ``docker compose exec management python -m ums.example``
+"""
+
+import os
+from typing import List, Dict, Any
+
+import requests
+from pydantic import validate_call
+
+from ums.utils.types import AgentMessage, AgentResponse, MessageDbRow
+
+
+class RequestException(Exception):
+	"""
+		Raised on http and similar errors.
+	"""
+	pass
+
+class ManagementRequest():
+
+	MANAGEMENT_URL = os.environ.get('MANAGEMENT_URL', 'http://127.0.0.1:80').strip().strip('/')
+
+	@validate_call
+	def __init__(self, allow_lazy:bool=True):
+		"""
+			If `allow_lazy` is active, the type checking (by pydantic) is less strict. 
+			E.g. it does not require that all files in the data section of messages must exist on the file system.
+		"""
+		self._allow_lazy = allow_lazy
+		self._pydantic_context = {
+			"require_file_exists": not self._allow_lazy
+		}
+
+	@validate_call
+	def get_message(self, count:int) -> MessageDbRow:
+		"""
+			Get a message (like a table row) from the management by using the `count`.
+
+			May raise `RequestException`.
+		"""
+		row = self._get_request(
+			'list/single',
+			{"count": count}
+		)
+		return MessageDbRow.model_validate(
+			row, context=self._pydantic_context
+		)
+
+	@validate_call
+	def list_messages(self,
+			id:str|None=None, sender:str|None=None, recipient:str|None=None,
+			processed:bool|None=None, solution:bool|None=None,
+			time_after:int|None=None, time_before:int|None=None,
+			limit:int=10, offset:int=0
+		) -> List[MessageDbRow]:
+		"""
+			Get the rows in the tables as list of messages.
+			The arguments are used for filtering.
+
+			May raise `RequestException`.
+		"""
+
+		kwargs = locals().copy()
+		params = {}
+
+		for k,v in kwargs.items():
+			if k not in ('self',) and not v is None:
+				params[k] = v
+
+		rows = self._get_request('list', params)
+
+		return [
+				MessageDbRow.model_validate(
+					row, context=self._pydantic_context
+				) for row in rows
+			]
+
+	@validate_call
+	def total_messages(self,
+			id:str|None=None, sender:str|None=None, recipient:str|None=None,
+			processed:bool|None=None, solution:bool|None=None,
+			time_after:int|None=None, time_before:int|None=None
+		) -> int:
+		"""
+			Get the total number of rows in the tables matching the filters.
+
+			May raise `RequestException`.
+		"""
+		
+		kwargs = locals().copy()
+		params = {}
+
+		for k,v in kwargs.items():
+			if k not in ('self',) and not v is None:
+				params[k] = v
+
+		return int(self._get_request('app/table/total', params))
+
+	def _get_request(self, endpoint:str, params:Dict[str, Any]):
+		r = requests.get(
+			"{}/{}".format(self.MANAGEMENT_URL, endpoint),
+			params=params
+		)
+
+		if r.status_code == 200:
+			return r.json()
+		else:
+			raise RequestException(str(r.text)+"\n"+str(r.headers))
+
+	@validate_call
+	def send_message(self, message:AgentMessage) -> AgentResponse:
+		"""
+			Send the `message` to the management and return the management's agent response.
+			(On error an agent response with error message).
+		"""
+		try:
+			return AgentResponse.model_validate(
+				self._post_request(
+					"message",
+					message.model_dump_json()
+				)
+			)
+		except RequestException as e:
+			return AgentResponse(
+				count=-1,
+				error=True,
+				error_msg=str(e) 
+			)
+			
+	def _post_request(self, endpoint:str, data:Dict[str, Any]):
+		r = requests.post(
+			"{}/{}".format(self.MANAGEMENT_URL, endpoint),
+			data=data,
+			headers={"accept" : "application/json", "content-type" : "application/json"}
+		)
+
+		if r.status_code == 200:
+			return r.json()
+		else:
+			return RequestException(str(r.text)+"\n"+str(r.headers))

ums/utils/schema.py

@@ -0,0 +1,85 @@
+# Agenten Plattform
+#
+# (c) 2024 Magnus Bender
+# 	Institute of Humanities-Centered Artificial Intelligence (CHAI)
+# 	Universitaet Hamburg
+# 	https://www.chai.uni-hamburg.de/~bender
+#  
+# source code released under the terms of GNU Public License Version 3
+# https://www.gnu.org/licenses/gpl-3.0.txt
+
+"""
+	This represents the basic types used for representing extracted information from the data.
+	The types are implemented using [pydantic](https://docs.pydantic.dev/).
+	It provides validation, allow JSON serialization and works well with [FastAPI](https://fastapi.tiangolo.com/) which is used internally for the http request between the agents and the management.
+
+	**This is work in progress!**
+"""
+
+from typing import List, Any, Dict
+
+from pydantic import BaseModel
+
+class ExtractionSchema(BaseModel):
+	"""
+		This is the basic class used as superclass for all extracted information from data items.
+
+		For all the `ExtractionSchema` is is required that the data can be serialized to json. 
+		Thus, mostly only default data types like `int, str, bool, list, dict, tuple` also including `ExtractionSchema` and `RiddleInformation` can be used here!
+	"""
+
+class ExtractedContent(ExtractionSchema):
+	"""
+		An extracted content item.
+	"""
+
+	type : str 
+	"""
+		The type, as a string, the actual string will depend on the extraction agent.
+	"""
+
+	content : str | Any
+	"""
+		The extracted content
+	"""
+
+class ExtractedPositions(ExtractionSchema):
+	"""
+		A position (like time, coordinates, ...) where something was extracted (each position should belong to a content item).
+	"""
+
+	type : str 
+	"""
+		The type, as a string, the actual string will depend on the extraction agent.
+	"""
+
+	position : str | int | Any
+	"""
+		The position, will also depend on the extraction agent.
+	"""
+
+	description : str | Any = None
+	"""
+		An optional description for more details.
+	"""
+
+class ExtractedData(ExtractionSchema):
+	"""
+		Contains the extracted items from a data file.
+	"""
+
+	contents : List[ExtractedContent] = []
+	"""
+		The extracted contents (i.e., transcriptions etc.), each item here should belong a position item at the same index.
+	"""
+
+	positions : List[ExtractedPositions] = []
+	"""
+		The positions of extracted contents, each item here should belong a content item at the same index.
+	"""
+
+	other : Dict[str, Any] = {}
+	"""
+		Possibly more data. Use a keywords (depending on agent) and store the data there.
+	"""
+

ums/utils/types.py

@@ -40,12 +40,13 @@
 				"question": "Get the name of the person.",
 				"solutions_before": []
 			},
-			"solution": null,
+			"solution": [],
 			"data": [
 				{
 					"type": "text",
 					"file_plain": "/ums-agenten/share/cv.txt",
-					"file_extracted": null
+					"file_extracted": null,
+					"prompt": null
 				}
 			],
 			"status": {
@@ -63,7 +64,8 @@
 				},
 				"trial": 0,
 				"solved": false
-			}
+			},
+			"contacts": 0
 		}
 	```
 	```python
@@ -75,32 +77,43 @@
 	```json
 		{
 			...
-			"solution": {
+			"solution": [{
 				"solution": "Otto",
 				"explanation": "Written in line 6 after 'Name:'",
 				"used_data": [],
 				"accepted": false,
 				"review": null
-			},
+			}],
 			...
 		}
 	```
 
 """
 
-import os
+import os, warnings
 
 from enum import Enum
 
-from typing import List
+from typing import List, Any
 from typing_extensions import Annotated
 
-from pydantic import BaseModel
-from pydantic.functional_validators import AfterValidator
+from pydantic import (
+	BaseModel,
+	ValidationError, ValidationInfo,
+	ValidatorFunctionWrapHandler,
+	WrapValidator, AfterValidator, BeforeValidator
+)
 
 from ums.utils.const import SHARE_PATH
+from ums.utils.schema import ExtractionSchema
 
 class RiddleInformation(BaseModel):
+	# ignore:
+	#	/usr/local/lib/python3.12/dist-packages/pydantic/_internal/_fields.py:172:
+	# 		UserWarning: Field name "validate" in "RiddleStatus" shadows an attribute in parent 
+	# 				"RiddleInformation"
+	warnings.filterwarnings('ignore', category=UserWarning, lineno=172, module="pydantic")
+
 	"""
 		This is the basic class used as superclass for all message and infos
 		about a riddle.
@@ -127,7 +140,22 @@ def _check_data_file(file_name:str) -> str:
 	
 	return file_name
 
+def _ignore_file_missing(
+		v: Any, handler: ValidatorFunctionWrapHandler, info: ValidationInfo
+	) -> str:
+	try:
+		return handler(v)
+	except ValidationError:
+		if not info.context is None and \
+			"require_file_exists" in info.context and \
+			info.context["require_file_exists"] == False and \
+			isinstance(v, str):
+				return "missing:{}".format(v)
+		else:
+			raise
+
 class RiddleData(RiddleInformation):
+
 	"""
 		A data item to be used to solve the riddle
 	"""
@@ -137,7 +165,7 @@ class RiddleData(RiddleInformation):
 		The type of the data item.
 	"""
 
-	file_plain: Annotated[str, AfterValidator(_check_data_file)] 
+	file_plain: Annotated[str, AfterValidator(_check_data_file), WrapValidator(_ignore_file_missing)] 
 	"""
 		The plain file (as path to file system) without any processing.
 
@@ -145,7 +173,7 @@ class RiddleData(RiddleInformation):
 		The file must exist.
 	"""
 
-	file_extracted: Annotated[str, AfterValidator(_check_data_file)] | None = None
+	file_extracted: Annotated[str, AfterValidator(_check_data_file), WrapValidator(_ignore_file_missing)] | None = None
 	"""
 		The processed files (as path to file system), i.e., a schematic file containing all extracted informations.
 
@@ -153,6 +181,12 @@ class RiddleData(RiddleInformation):
 		The file must exist.
 	"""
 
+	prompt: str | ExtractionSchema | None = None 
+	"""
+		An optional prompt giving more details to the extraction agent, e.g., selecting a type of extraction/ task to do with the data.
+	"""
+
+
 class RiddleSolution(RiddleInformation):
 	"""
 		A solution of a riddle.
@@ -234,12 +268,12 @@ class RiddleStatus(RiddleInformation):
 	"""
 		The *main* solving step.
 
-		`AgentMessage.solution` shall be an `RiddleSolution` afterwards.
+		`AgentMessage.solution` shall contain an `RiddleSolution` afterwards.
 	"""
 
 	validate: RiddleSubStatus = RiddleSubStatus()
 	"""
-		The validation step, i.e., does the gatekeeper accept the solution in `AgentMessage.solution`.
+		The validation step, i.e., does the gatekeeper accept the solution(s) in `AgentMessage.solution`.
 	"""
 
 	trial: int = 0
@@ -250,9 +284,13 @@ class RiddleStatus(RiddleInformation):
 
 	solved: bool = False
 	"""
-		True, after the gatekeeper accepts the solution at `AgentMessage.solution`
+		True, after the gatekeeper accepts the solution(s) at `AgentMessage.solution`
 	"""
 
+def _transform_to_list(value : Any) -> List[Any]:
+	# type check of items is done next by pydantic
+	return value if isinstance(value, list) else [value]
+
 class AgentMessage(RiddleInformation):
 	"""
 		The basic message, which is sent be the agent and the management.
@@ -276,9 +314,10 @@ class AgentMessage(RiddleInformation):
 		The riddle to solve.
 	"""
 
-	solution: RiddleSolution | None = None
+	solution: Annotated[List[RiddleSolution], BeforeValidator(_transform_to_list)] = []
 	"""
-		The solution of the riddle (or empty if no solution available)
+		The solutions of the riddle (or empty list if no solutions available)
+		(When assigning a single object of `RiddleSolution` will be convert to list with this single object.)
 	"""
 
 	data: List[RiddleData] = []
@@ -290,3 +329,76 @@ class AgentMessage(RiddleInformation):
 	"""
 		The status of the riddle.
 	"""
+
+	contacts : int = 0
+	"""
+		A counter representing the number of contacts the management had with this message.
+		Each time the management processes the message, this counter is incremented by 1.
+		Using this counter the management is able to detect cycles and stop them.
+	"""
+
+class AgentResponse(RiddleInformation):
+	"""
+		Returned by the management when receiving an `AgentMessage`.
+	"""
+
+	count : int
+	"""
+		The count of the message (overall numeric id).
+	"""
+
+	msg: str|None = None
+	"""
+		An additional message.
+	"""
+
+	error: bool = False
+	"""
+		If an error occurred.
+	"""
+
+	error_msg: str|None = None
+	"""
+		Error message (if `error` )
+	"""
+
+class MessageDbRow(BaseModel):
+	"""
+		Object representing a database row.
+	"""
+
+	count : int
+	"""
+		The count (primary key) of the item.
+	"""
+
+	sender : str
+	"""
+		The sender of the message.
+	""" 
+
+	recipient : str
+	"""
+		The recipient of the message
+	"""
+
+	time : int
+	"""
+		The time (unix timestamp) the message was received/ sent.
+	"""
+
+	message : AgentMessage
+	"""
+		The message  received/ sent.
+	"""
+
+	processed : bool
+	"""
+		Did the management process the message, i.e., did the tasks necessary for this message (mostly only relevant for received messages).
+	"""
+
+	solution : bool|None = None
+	"""
+		Does this message contain a valid solution?
+		True if contains valid solution, False if solution not valid, Null/None if not applicable
+	"""

utils/agent/Dockerfile

@@ -0,0 +1,35 @@
+# Agenten Plattform
+#
+# (c) 2024 Magnus Bender
+# 	Institute of Humanities-Centered Artificial Intelligence (CHAI)
+# 	Universitaet Hamburg
+# 	https://www.chai.uni-hamburg.de/~bender
+#  
+# source code released under the terms of GNU Public License Version 3
+# https://www.gnu.org/licenses/gpl-3.0.txt
+
+ARG FROM_IMAGE
+FROM $FROM_IMAGE
+
+ARG PIP_REQ_FILE
+
+USER root
+RUN mkdir -p /ums-agenten/plattform/ && mkdir -p /ums-agenten/persist/
+
+COPY ./utils/agent/$PIP_REQ_FILE /ums-agenten/requirements.txt
+RUN pip3 install --break-system-packages --no-cache-dir -r /ums-agenten/requirements.txt \
+	&& pip3 freeze -q -r /ums-agenten/requirements.txt > /ums-agenten/requirements-frozen.txt
+
+# install the code of the repo
+COPY ./utils/setup.py /ums-agenten/plattform/
+RUN pip3 install --break-system-packages -e /ums-agenten/plattform/
+
+COPY --chown=user:user ./ums/ /ums-agenten/plattform/ums/
+COPY --chown=user:user ./web/ /ums-agenten/plattform/web/
+
+WORKDIR /ums-agenten/plattform/ums/
+RUN chown -R user:user /ums-agenten
+USER user
+
+ENV SERVE=true
+CMD ["/usr/local/bin/uvicorn", "ums.agent.main:app", "--host", "0.0.0.0", "--port", "8000"]

utils/agent/requirements-frozen.txt

@@ -0,0 +1,16 @@
+# Agenten Plattform
+#
+# (c) 2024 Magnus Bender
+# 	Institute of Humanities-Centered Artificial Intelligence (CHAI)
+# 	Universitaet Hamburg
+# 	https://www.chai.uni-hamburg.de/~bender
+# source code released under the terms of GNU Public License Version 3
+# https://www.gnu.org/licenses/gpl-3.0.txt
+
+# non frozen dependecies, to use latest
+requests==2.32.3
+fastapi==0.115.4
+uvicorn==0.32.0
+python-multipart==0.0.16
+## The following requirements were added by pip freeze:
+#	...

utils/agent/requirements.txt

@@ -8,8 +8,8 @@
 # source code released under the terms of GNU Public License Version 3
 # https://www.gnu.org/licenses/gpl-3.0.txt
 
-ARG FROM_IMAGE=
-
-FROM $FROM_IMAGE
-
-
+# non frozen dependecies, to use latest
+requests
+fastapi
+uvicorn[standard]
+python-multipart

utils/mgmt/Dockerfile

@@ -38,17 +38,17 @@ RUN ln -s /usr/bin/python3 /usr/local/bin/python \
 
 RUN mkdir -p /ums-agenten/plattform/ && mkdir -p /ums-agenten/persist/
 
-COPY ./docker-mgmt/$PIP_REQ_FILE /ums-agenten/requirements.txt
+COPY ./utils/mgmt/$PIP_REQ_FILE /ums-agenten/requirements.txt
 RUN pip3 install --break-system-packages --no-cache-dir -r /ums-agenten/requirements.txt \
 	&& pip3 freeze > /ums-agenten/requirements.txt
 
 # nginx settings and startup
-COPY ./docker-mgmt/supervisor.conf /etc/supervisor/supervisord.conf 
-COPY ./docker-mgmt/nginx.conf /etc/nginx/nginx.conf
-COPY ./docker-mgmt/app.conf /etc/nginx/sites-enabled/default
+COPY ./utils/mgmt/supervisor.conf /etc/supervisor/supervisord.conf 
+COPY ./utils/mgmt/nginx.conf /etc/nginx/nginx.conf
+COPY ./utils/mgmt/app.conf /etc/nginx/sites-enabled/default
 
 # install the code of the repo
-COPY ./docker-mgmt/setup.py /ums-agenten/plattform/
+COPY ./utils/setup.py /ums-agenten/plattform/
 RUN pip3 install --break-system-packages -e /ums-agenten/plattform/
 
 WORKDIR /ums-agenten/plattform/ums/

utils/mgmt/app.conf

@@ -17,10 +17,23 @@ server {
 	root /ums-agenten/plattform/web/public/;
 	index index.html;
 
+	location = / {
+		server_name_in_redirect off;
+		port_in_redirect off;
+		absolute_redirect off;
+
+		return 303 /index;
+	}
+
 	location / {
 		try_files $uri $uri/ @dynamic;
 	}
 
+	location /share {
+		alias /ums-agenten/share;
+		autoindex on;
+	}
+
 	location @dynamic {
 		proxy_set_header Host $http_host;
 		proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;

utils/mgmt/supervisor.conf

@@ -11,6 +11,8 @@
 [supervisord]
 nodaemon=true
 user=root
+logfile=/dev/stdout
+logfile_maxbytes = 0
 
 [program:setup]
 command=/bin/sh -c "chown user:user -R /ums-agenten"
@@ -29,6 +31,11 @@ autostart=true
 autorestart=true
 priority=10
 
+stderr_logfile=/dev/stderr
+stderr_logfile_maxbytes=0
+stdout_logfile=/dev/stdout
+stdout_logfile_maxbytes=0
+
 [program:nginx]
 command=/usr/sbin/nginx -g 'daemon off;'
 autostart=true

vars.sh

@@ -13,5 +13,6 @@
 IMAGE_REGISTRY="git.chai.uni-hamburg.de"
 IMAGE_OWNER="ums-agenten"
 IMAGE_NAME_AGENT="base-agent"
+IMAGE_AGENT_BASE="base-image"
 IMAGE_NAME_MGMT="management"
 PLATFORMS="amd64 arm64 gpu"

web/public/docs/ums.html

@@ -27,6 +27,7 @@
             <h2>Submodules</h2>
             <ul>
                     <li><a href="ums/agent.html">agent</a></li>
+                    <li><a href="ums/example.html">example</a></li>
                     <li><a href="ums/management.html">management</a></li>
                     <li><a href="ums/utils.html">utils</a></li>
             </ul>
@@ -45,20 +46,79 @@
                     <h1 class="modulename">
 ums    </h1>
 
+                        <div class="docstring"><p>The package <code><a href="">ums</a></code> contains the Agenten-Plattform, the implementations of the agents shall be created in the package <code>src</code>, see <a href="https://git.chai.uni-hamburg.de/UMS-Agenten/Agent-Template">Agent-Template</a>.</p>
+
+<blockquote>
+  <p>Side note: The classes with comments may be useful when implementing the agents.
+  The classes without comments may be safe to ignore and are (only) used internally.</p>
+</blockquote>
+
+<ul>
+<li><code><a href="ums/agent.html">ums.agent</a></code>
+<ul>
+<li>Contains the implementation of an agent for handling requests by the implementations in <code>src</code>.</li>
+<li>Check for running single tasks without using management.</li>
+</ul></li>
+<li><code><a href="ums/example.html">ums.example</a></code>
+<ul>
+<li>Contains a very simple examples for all types of agents.</li>
+<li>See <code><a href="ums/example/example.html">ums.example.example</a></code></li>
+</ul></li>
+<li><code><a href="ums/management.html">ums.management</a></code>
+<ul>
+<li>Contains the implementation of the management.</li>
+<li>Take a look at the web gui of the management, possibly at <a href="http://localhost:8080/"><a href="http://localhost:8080/">http://localhost:8080/</a></a> or <a href="http://localhost:8000/"><a href="http://localhost:8000/">http://localhost:8000/</a></a></li>
+</ul></li>
+<li><code><a href="ums/utils.html">ums.utils</a></code>
+<ul>
+<li>Contains various utilities.</li>
+<li><code><a href="ums/utils/const.html#SHARE_PATH">ums.utils.const.SHARE_PATH</a></code> The path for shared files between all agents</li>
+<li><code><a href="ums/utils/const.html#PERSIST_PATH">ums.utils.const.PERSIST_PATH</a></code> The path to store persistent data of an agent</li>
+<li><code><a href="ums/utils/request.html#ManagementRequest">ums.utils.request.ManagementRequest</a></code> Run request to the management (only necessary in special cases, most requests done automatically by platform)</li>
+<li><code><a href="ums/utils/schema.html">ums.utils.schema</a></code> The schema (types) used in the files storing extracted data from plain data</li>
+<li><code><a href="ums/utils/types.html">ums.utils.types</a></code> The types used in the communication between agent and management</li>
+</ul></li>
+</ul>
+</div>
 
                         <input id="mod-ums-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
 
                         <label class="view-source-button" for="mod-ums-view-source"><span>View Source</span></label>
 
-                        <div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos">1</span></a><span class="c1"># Agenten Plattform</span>
-</span><span id="L-2"><a href="#L-2"><span class="linenos">2</span></a><span class="c1">#</span>
-</span><span id="L-3"><a href="#L-3"><span class="linenos">3</span></a><span class="c1"># (c) 2024 Magnus Bender</span>
-</span><span id="L-4"><a href="#L-4"><span class="linenos">4</span></a><span class="c1"># 	Institute of Humanities-Centered Artificial Intelligence (CHAI)</span>
-</span><span id="L-5"><a href="#L-5"><span class="linenos">5</span></a><span class="c1"># 	Universitaet Hamburg</span>
-</span><span id="L-6"><a href="#L-6"><span class="linenos">6</span></a><span class="c1"># 	https://www.chai.uni-hamburg.de/~bender</span>
-</span><span id="L-7"><a href="#L-7"><span class="linenos">7</span></a><span class="c1">#  </span>
-</span><span id="L-8"><a href="#L-8"><span class="linenos">8</span></a><span class="c1"># source code released under the terms of GNU Public License Version 3</span>
-</span><span id="L-9"><a href="#L-9"><span class="linenos">9</span></a><span class="c1"># https://www.gnu.org/licenses/gpl-3.0.txt</span>
+                        <div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos"> 1</span></a><span class="c1"># Agenten Plattform</span>
+</span><span id="L-2"><a href="#L-2"><span class="linenos"> 2</span></a><span class="c1">#</span>
+</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a><span class="c1"># (c) 2024 Magnus Bender</span>
+</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="c1"># 	Institute of Humanities-Centered Artificial Intelligence (CHAI)</span>
+</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a><span class="c1"># 	Universitaet Hamburg</span>
+</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a><span class="c1"># 	https://www.chai.uni-hamburg.de/~bender</span>
+</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a><span class="c1">#  </span>
+</span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a><span class="c1"># source code released under the terms of GNU Public License Version 3</span>
+</span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a><span class="c1"># https://www.gnu.org/licenses/gpl-3.0.txt</span>
+</span><span id="L-10"><a href="#L-10"><span class="linenos">10</span></a>
+</span><span id="L-11"><a href="#L-11"><span class="linenos">11</span></a><span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a><span class="sd">The package `ums` contains the Agenten-Plattform, the implementations of the agents shall be created in the package `src`, see [Agent-Template](https://git.chai.uni-hamburg.de/UMS-Agenten/Agent-Template).</span>
+</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a>
+</span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a><span class="sd">&gt; Side note: The classes with comments may be useful when implementing the agents.</span>
+</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a><span class="sd">&gt; The classes without comments may be safe to ignore and are (only) used internally.</span>
+</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a>
+</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a><span class="sd">- `ums.agent`</span>
+</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a><span class="sd">	- Contains the implementation of an agent for handling requests by the implementations in `src`.</span>
+</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a><span class="sd">	- Check for running single tasks without using management.</span>
+</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a><span class="sd">- `ums.example`</span>
+</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a><span class="sd">	- Contains a very simple examples for all types of agents.</span>
+</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a><span class="sd">	- See `ums.example.example`</span>
+</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a><span class="sd">- `ums.management`</span>
+</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a><span class="sd">	- Contains the implementation of the management.</span>
+</span><span id="L-25"><a href="#L-25"><span class="linenos">25</span></a><span class="sd">	- Take a look at the web gui of the management, possibly at &lt;http://localhost:8080/&gt; or &lt;http://localhost:8000/&gt;</span>
+</span><span id="L-26"><a href="#L-26"><span class="linenos">26</span></a><span class="sd">- `ums.utils`</span>
+</span><span id="L-27"><a href="#L-27"><span class="linenos">27</span></a><span class="sd">	- Contains various utilities.</span>
+</span><span id="L-28"><a href="#L-28"><span class="linenos">28</span></a><span class="sd">	- `ums.utils.const.SHARE_PATH` The path for shared files between all agents</span>
+</span><span id="L-29"><a href="#L-29"><span class="linenos">29</span></a><span class="sd">	- `ums.utils.const.PERSIST_PATH` The path to store persistent data of an agent</span>
+</span><span id="L-30"><a href="#L-30"><span class="linenos">30</span></a><span class="sd">	- `ums.utils.request.ManagementRequest` Run request to the management (only necessary in special cases, most requests done automatically by platform)</span>
+</span><span id="L-31"><a href="#L-31"><span class="linenos">31</span></a><span class="sd">	- `ums.utils.schema` The schema (types) used in the files storing extracted data from plain data</span>
+</span><span id="L-32"><a href="#L-32"><span class="linenos">32</span></a><span class="sd">	- `ums.utils.types` The types used in the communication between agent and management</span>
+</span><span id="L-33"><a href="#L-33"><span class="linenos">33</span></a>
+</span><span id="L-34"><a href="#L-34"><span class="linenos">34</span></a><span class="sd">&quot;&quot;&quot;</span>
 </span></pre></div>
 
 

web/public/docs/ums/agent.html

@@ -28,8 +28,20 @@
             <input type="search" placeholder="Search..." role="searchbox" aria-label="search"
                    pattern=".+" required>
 
+            <h2>Contents</h2>
+            <ul>
+  <li><a href="#run-as-agent">Run as Agent</a></li>
+  <li><a href="#run-single-task">Run Single Task</a></li>
+</ul>
 
 
+            <h2>Submodules</h2>
+            <ul>
+                    <li><a href="agent/agent.html">agent</a></li>
+                    <li><a href="agent/main.html">main</a></li>
+                    <li><a href="agent/process.html">process</a></li>
+            </ul>
+
 
 
         <a class="attribution" title="pdoc: Python API documentation generator" href="https://pdoc.dev" target="_blank">
@@ -44,20 +56,104 @@
                     <h1 class="modulename">
 <a href="./../ums.html">ums</a><wbr>.agent    </h1>
 
+                        <div class="docstring"><h2 id="run-as-agent">Run as Agent</h2>
+
+<p>The env. variable <code>AGENTS_LIST</code> is used to identify the agents classes/ task handlers.
+It must contain he the package name and a variable name in this package divided by <code>:</code>. 
+Then, the variable contains a list of agent classes (subclasses of <code><a href="agent/agent.html#BasicAgent">ums.agent.agent.BasicAgent</a></code>)</p>
+
+<p>For example <code>AGENTS_LIST=ums.example.example:AGENT_CLASSES</code>, then in file <code>./ums/example/example.py</code> a variable <code>AGENT_CLASSES</code> exists. 
+One line in this file, e.g., is <code>AGENT_CLASSES = [MyExtractAudioAgent, MyExtractImageAgent]</code>.</p>
+
+<p>When starting the Docker container of the agent, the classes specified in <code>AGENTS_LIST</code> are loaded and if the agent receives a task, the task is sent to the agent classes' <code>handle</code> methods.</p>
+
+<h2 id="run-single-task">Run Single Task</h2>
+
+<p>For development it might be cumbersome to always require a running management container and sending messages. 
+Hence, tasks can be run manually from the terminal (still in the container and using the agent classes), but without having a management.</p>
+
+<p>This also uses the <code>AGENTS_LIST</code> env. variable, but the tasks are sent via command line:</p>
+
+<p>There are three ways to send a task (if the agent's Docker container is running):</p>
+
+<ul>
+<li><code>docker compose exec agent_all python -m <a href="">ums.agent</a> -d</code>
+<ul>
+<li>Run a dummy task</li>
+<li>Possibly <code>agent_all</code> needs to be changed to the service name (see <code>docker-compose.yml</code>) of the agent's Docker container</li>
+</ul></li>
+<li><code>cat ./msg.json | docker compose exec -T agent_all python -m <a href="">ums.agent</a> -i</code>
+<ul>
+<li>Send the task (json of <code>AgentMessage</code>) via STDIN from file <code>./msg.json</code> to the agent</li>
+</ul></li>
+<li><code>docker compose exec agent_all python -m <a href="">ums.agent</a> -f msg.json</code>
+<ul>
+<li>Get the task from the json file, the files are searched for by full name, in the shared, and the persistent directory.</li>
+</ul></li>
+</ul>
+
+<p>If the Agent's Docker container is not running, a temporary container can be started.
+For the dummy message, the command would be <code>docker compose run --rm --entrypoint "" agent_all  python -m <a href="">ums.agent</a> -d</code>.
+(Again, change <code>agent_all</code> for the service name in <code>docker-compose.yml</code>.)</p>
+</div>
 
                         <input id="mod-agent-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
 
                         <label class="view-source-button" for="mod-agent-view-source"><span>View Source</span></label>
 
-                        <div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos">1</span></a><span class="c1"># Agenten Plattform</span>
-</span><span id="L-2"><a href="#L-2"><span class="linenos">2</span></a><span class="c1">#</span>
-</span><span id="L-3"><a href="#L-3"><span class="linenos">3</span></a><span class="c1"># (c) 2024 Magnus Bender</span>
-</span><span id="L-4"><a href="#L-4"><span class="linenos">4</span></a><span class="c1"># 	Institute of Humanities-Centered Artificial Intelligence (CHAI)</span>
-</span><span id="L-5"><a href="#L-5"><span class="linenos">5</span></a><span class="c1"># 	Universitaet Hamburg</span>
-</span><span id="L-6"><a href="#L-6"><span class="linenos">6</span></a><span class="c1"># 	https://www.chai.uni-hamburg.de/~bender</span>
-</span><span id="L-7"><a href="#L-7"><span class="linenos">7</span></a><span class="c1">#  </span>
-</span><span id="L-8"><a href="#L-8"><span class="linenos">8</span></a><span class="c1"># source code released under the terms of GNU Public License Version 3</span>
-</span><span id="L-9"><a href="#L-9"><span class="linenos">9</span></a><span class="c1"># https://www.gnu.org/licenses/gpl-3.0.txt</span>
+                        <div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos"> 1</span></a><span class="c1"># Agenten Plattform</span>
+</span><span id="L-2"><a href="#L-2"><span class="linenos"> 2</span></a><span class="c1">#</span>
+</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a><span class="c1"># (c) 2024 Magnus Bender</span>
+</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="c1"># 	Institute of Humanities-Centered Artificial Intelligence (CHAI)</span>
+</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a><span class="c1"># 	Universitaet Hamburg</span>
+</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a><span class="c1"># 	https://www.chai.uni-hamburg.de/~bender</span>
+</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a><span class="c1">#  </span>
+</span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a><span class="c1"># source code released under the terms of GNU Public License Version 3</span>
+</span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a><span class="c1"># https://www.gnu.org/licenses/gpl-3.0.txt</span>
+</span><span id="L-10"><a href="#L-10"><span class="linenos">10</span></a>
+</span><span id="L-11"><a href="#L-11"><span class="linenos">11</span></a><span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a>
+</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a><span class="sd">## Run as Agent</span>
+</span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a>
+</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a><span class="sd">The env. variable `AGENTS_LIST` is used to identify the agents classes/ task handlers.</span>
+</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a><span class="sd">It must contain he the package name and a variable name in this package divided by `:`. </span>
+</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a><span class="sd">Then, the variable contains a list of agent classes (subclasses of `ums.agent.agent.BasicAgent`)</span>
+</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a>
+</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a><span class="sd">For example `AGENTS_LIST=ums.example.example:AGENT_CLASSES`, then in file `./ums/example/example.py` a variable `AGENT_CLASSES` exists. </span>
+</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a><span class="sd">One line in this file, e.g., is `AGENT_CLASSES = [MyExtractAudioAgent, MyExtractImageAgent]`.</span>
+</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a>
+</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a><span class="sd">When starting the Docker container of the agent, the classes specified in `AGENTS_LIST` are loaded and if the agent receives a task, the task is sent to the agent classes&#39; `handle` methods.</span>
+</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a>
+</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a><span class="sd">## Run Single Task</span>
+</span><span id="L-25"><a href="#L-25"><span class="linenos">25</span></a>
+</span><span id="L-26"><a href="#L-26"><span class="linenos">26</span></a><span class="sd">For development it might be cumbersome to always require a running management container and sending messages. </span>
+</span><span id="L-27"><a href="#L-27"><span class="linenos">27</span></a><span class="sd">Hence, tasks can be run manually from the terminal (still in the container and using the agent classes), but without having a management.</span>
+</span><span id="L-28"><a href="#L-28"><span class="linenos">28</span></a>
+</span><span id="L-29"><a href="#L-29"><span class="linenos">29</span></a><span class="sd">This also uses the `AGENTS_LIST` env. variable, but the tasks are sent via command line:</span>
+</span><span id="L-30"><a href="#L-30"><span class="linenos">30</span></a>
+</span><span id="L-31"><a href="#L-31"><span class="linenos">31</span></a><span class="sd">There are three ways to send a task (if the agent&#39;s Docker container is running):</span>
+</span><span id="L-32"><a href="#L-32"><span class="linenos">32</span></a><span class="sd">- `docker compose exec agent_all python -m ums.agent -d`</span>
+</span><span id="L-33"><a href="#L-33"><span class="linenos">33</span></a><span class="sd">	- Run a dummy task</span>
+</span><span id="L-34"><a href="#L-34"><span class="linenos">34</span></a><span class="sd">	- Possibly `agent_all` needs to be changed to the service name (see `docker-compose.yml`) of the agent&#39;s Docker container</span>
+</span><span id="L-35"><a href="#L-35"><span class="linenos">35</span></a><span class="sd">- `cat ./msg.json | docker compose exec -T agent_all python -m ums.agent -i`</span>
+</span><span id="L-36"><a href="#L-36"><span class="linenos">36</span></a><span class="sd">	- Send the task (json of `AgentMessage`) via STDIN from file `./msg.json` to the agent</span>
+</span><span id="L-37"><a href="#L-37"><span class="linenos">37</span></a><span class="sd">- `docker compose exec agent_all python -m ums.agent -f msg.json`</span>
+</span><span id="L-38"><a href="#L-38"><span class="linenos">38</span></a><span class="sd">	- Get the task from the json file, the files are searched for by full name, in the shared, and the persistent directory.</span>
+</span><span id="L-39"><a href="#L-39"><span class="linenos">39</span></a>
+</span><span id="L-40"><a href="#L-40"><span class="linenos">40</span></a><span class="sd">If the Agent&#39;s Docker container is not running, a temporary container can be started.</span>
+</span><span id="L-41"><a href="#L-41"><span class="linenos">41</span></a><span class="sd">For the dummy message, the command would be `docker compose run --rm --entrypoint &quot;&quot; agent_all  python -m ums.agent -d`.</span>
+</span><span id="L-42"><a href="#L-42"><span class="linenos">42</span></a><span class="sd">(Again, change `agent_all` for the service name in `docker-compose.yml`.)</span>
+</span><span id="L-43"><a href="#L-43"><span class="linenos">43</span></a>
+</span><span id="L-44"><a href="#L-44"><span class="linenos">44</span></a><span class="sd">&quot;&quot;&quot;</span>
+</span><span id="L-45"><a href="#L-45"><span class="linenos">45</span></a>
+</span><span id="L-46"><a href="#L-46"><span class="linenos">46</span></a><span class="kn">from</span> <span class="nn">ums.agent.agent</span> <span class="kn">import</span> <span class="p">(</span>
+</span><span id="L-47"><a href="#L-47"><span class="linenos">47</span></a>	<span class="n">AgentCapability</span><span class="p">,</span>
+</span><span id="L-48"><a href="#L-48"><span class="linenos">48</span></a>	<span class="n">BasicAgent</span><span class="p">,</span>
+</span><span id="L-49"><a href="#L-49"><span class="linenos">49</span></a>		<span class="n">ExtractAgent</span><span class="p">,</span>
+</span><span id="L-50"><a href="#L-50"><span class="linenos">50</span></a>			<span class="n">ExtractAudioAgent</span><span class="p">,</span> <span class="n">ExtractImageAgent</span><span class="p">,</span> <span class="n">ExtractTextAgent</span><span class="p">,</span>
+</span><span id="L-51"><a href="#L-51"><span class="linenos">51</span></a>		<span class="n">SolveAgent</span><span class="p">,</span>
+</span><span id="L-52"><a href="#L-52"><span class="linenos">52</span></a>		<span class="n">GatekeeperAgent</span>
+</span><span id="L-53"><a href="#L-53"><span class="linenos">53</span></a><span class="p">)</span>
 </span></pre></div>
 
 

web/public/docs/ums/example.html

@@ -6,7 +6,7 @@
     <meta charset="utf-8">
     <meta name="viewport" content="width=device-width, initial-scale=1">
     <meta name="generator" content="pdoc 14.7.0"/>
-    <title>ums.__cli__ API documentation</title>
+    <title>ums.example API documentation</title>
 
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@@ -29,6 +29,10 @@
                    pattern=".+" required>
 
 
+            <h2>Submodules</h2>
+            <ul>
+                    <li><a href="example/example.html">example</a></li>
+            </ul>
 
 
 
@@ -42,12 +46,12 @@
     <main class="pdoc">
             <section class="module-info">
                     <h1 class="modulename">
-<a href="./../ums.html">ums</a><wbr>.__cli__    </h1>
+<a href="./../ums.html">ums</a><wbr>.example    </h1>
 
                 
-                        <input id="mod-__cli__-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
+                        <input id="mod-example-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
 
-                        <label class="view-source-button" for="mod-__cli__-view-source"><span>View Source</span></label>
+                        <label class="view-source-button" for="mod-example-view-source"><span>View Source</span></label>
 
                         <div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos">1</span></a><span class="c1"># Agenten Plattform</span>
 </span><span id="L-2"><a href="#L-2"><span class="linenos">2</span></a><span class="c1">#</span>

web/public/docs/ums/management.html

@@ -34,6 +34,7 @@
                     <li><a href="management/db.html">db</a></li>
                     <li><a href="management/interface.html">interface</a></li>
                     <li><a href="management/main.html">main</a></li>
+                    <li><a href="management/process.html">process</a></li>
             </ul>
 
 

web/public/docs/ums/management/interface.html

@@ -80,32 +80,103 @@
 </span><span id="L-7"><a href="#L-7"><span class="linenos">  7</span></a><span class="c1">#  </span>
 </span><span id="L-8"><a href="#L-8"><span class="linenos">  8</span></a><span class="c1"># source code released under the terms of GNU Public License Version 3</span>
 </span><span id="L-9"><a href="#L-9"><span class="linenos">  9</span></a><span class="c1"># https://www.gnu.org/licenses/gpl-3.0.txt</span>
-</span><span id="L-10"><a href="#L-10"><span class="linenos">10</span></a>
-</span><span id="L-11"><a href="#L-11"><span class="linenos">11</span></a><span class="kn">from</span> <span class="nn">fastapi</span> <span class="kn">import</span> <span class="n">APIRouter</span><span class="p">,</span> <span class="n">Request</span>
-</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a><span class="kn">from</span> <span class="nn">fastapi.templating</span> <span class="kn">import</span> <span class="n">Jinja2Templates</span>
-</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a>
-</span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a><span class="kn">from</span> <span class="nn">ums.management.db</span> <span class="kn">import</span> <span class="n">DB</span>
-</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a>
-</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a><span class="k">class</span> <span class="nc">Interface</span><span class="p">():</span>
-</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a>
-</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a>	<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">template</span><span class="p">:</span><span class="n">Jinja2Templates</span><span class="p">,</span> <span class="n">db</span><span class="p">:</span><span class="n">DB</span><span class="p">):</span>
-</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">template</span> <span class="o">=</span> <span class="n">template</span>
-</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">db</span> <span class="o">=</span> <span class="n">db</span>
-</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a>		
-</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">router</span> <span class="o">=</span> <span class="n">APIRouter</span><span class="p">(</span>
-</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a>			<span class="n">prefix</span><span class="o">=</span><span class="s2">&quot;/app&quot;</span><span class="p">,</span>
-</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a>			<span class="n">tags</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;app, gui&quot;</span><span class="p">]</span>
-</span><span id="L-25"><a href="#L-25"><span class="linenos">25</span></a>		<span class="p">)</span>
-</span><span id="L-26"><a href="#L-26"><span class="linenos">26</span></a>		
-</span><span id="L-27"><a href="#L-27"><span class="linenos">27</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_add_routes</span><span class="p">()</span>
-</span><span id="L-28"><a href="#L-28"><span class="linenos">28</span></a>
-</span><span id="L-29"><a href="#L-29"><span class="linenos">29</span></a>	<span class="k">def</span> <span class="nf">_add_routes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
-</span><span id="L-30"><a href="#L-30"><span class="linenos">30</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">router</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/&quot;</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Test&quot;</span><span class="p">)</span>
-</span><span id="L-31"><a href="#L-31"><span class="linenos">31</span></a>		<span class="k">def</span> <span class="nf">corpus</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">):</span>
-</span><span id="L-32"><a href="#L-32"><span class="linenos">32</span></a>
-</span><span id="L-33"><a href="#L-33"><span class="linenos">33</span></a>			<span class="nb">print</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">by_count</span><span class="p">(</span><span class="mi">3</span><span class="p">))</span>
-</span><span id="L-34"><a href="#L-34"><span class="linenos">34</span></a>			
-</span><span id="L-35"><a href="#L-35"><span class="linenos">35</span></a>			<span class="k">return</span> <span class="p">{}</span>
+</span><span id="L-10"><a href="#L-10"><span class="linenos"> 10</span></a>
+</span><span id="L-11"><a href="#L-11"><span class="linenos"> 11</span></a><span class="kn">import</span> <span class="nn">re</span>
+</span><span id="L-12"><a href="#L-12"><span class="linenos"> 12</span></a>
+</span><span id="L-13"><a href="#L-13"><span class="linenos"> 13</span></a><span class="kn">from</span> <span class="nn">urllib.parse</span> <span class="kn">import</span> <span class="n">urlencode</span>
+</span><span id="L-14"><a href="#L-14"><span class="linenos"> 14</span></a>
+</span><span id="L-15"><a href="#L-15"><span class="linenos"> 15</span></a><span class="kn">from</span> <span class="nn">fastapi</span> <span class="kn">import</span> <span class="n">APIRouter</span><span class="p">,</span> <span class="n">Request</span>
+</span><span id="L-16"><a href="#L-16"><span class="linenos"> 16</span></a><span class="kn">from</span> <span class="nn">fastapi.responses</span> <span class="kn">import</span> <span class="n">HTMLResponse</span><span class="p">,</span> <span class="n">RedirectResponse</span>
+</span><span id="L-17"><a href="#L-17"><span class="linenos"> 17</span></a><span class="kn">from</span> <span class="nn">fastapi.templating</span> <span class="kn">import</span> <span class="n">Jinja2Templates</span>
+</span><span id="L-18"><a href="#L-18"><span class="linenos"> 18</span></a>
+</span><span id="L-19"><a href="#L-19"><span class="linenos"> 19</span></a><span class="kn">from</span> <span class="nn">ums.management.db</span> <span class="kn">import</span> <span class="n">DB</span>
+</span><span id="L-20"><a href="#L-20"><span class="linenos"> 20</span></a>
+</span><span id="L-21"><a href="#L-21"><span class="linenos"> 21</span></a><span class="kn">from</span> <span class="nn">ums.utils</span> <span class="kn">import</span> <span class="p">(</span><span class="n">AgentMessage</span><span class="p">,</span> <span class="n">RiddleDataType</span><span class="p">,</span>
+</span><span id="L-22"><a href="#L-22"><span class="linenos"> 22</span></a>	<span class="n">list_shared_data</span><span class="p">,</span> <span class="n">list_shared_schema</span><span class="p">,</span> <span class="n">SHARE_PATH</span><span class="p">)</span>
+</span><span id="L-23"><a href="#L-23"><span class="linenos"> 23</span></a>
+</span><span id="L-24"><a href="#L-24"><span class="linenos"> 24</span></a><span class="k">class</span> <span class="nc">Interface</span><span class="p">():</span>
+</span><span id="L-25"><a href="#L-25"><span class="linenos"> 25</span></a>
+</span><span id="L-26"><a href="#L-26"><span class="linenos"> 26</span></a>	<span class="n">_PREFIX</span> <span class="o">=</span> <span class="s2">&quot;/app&quot;</span>
+</span><span id="L-27"><a href="#L-27"><span class="linenos"> 27</span></a>
+</span><span id="L-28"><a href="#L-28"><span class="linenos"> 28</span></a>	<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">template</span><span class="p">:</span><span class="n">Jinja2Templates</span><span class="p">,</span> <span class="n">db</span><span class="p">:</span><span class="n">DB</span><span class="p">):</span>
+</span><span id="L-29"><a href="#L-29"><span class="linenos"> 29</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">template</span> <span class="o">=</span> <span class="n">template</span>
+</span><span id="L-30"><a href="#L-30"><span class="linenos"> 30</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">db</span> <span class="o">=</span> <span class="n">db</span>
+</span><span id="L-31"><a href="#L-31"><span class="linenos"> 31</span></a>		
+</span><span id="L-32"><a href="#L-32"><span class="linenos"> 32</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">router</span> <span class="o">=</span> <span class="n">APIRouter</span><span class="p">(</span>
+</span><span id="L-33"><a href="#L-33"><span class="linenos"> 33</span></a>			<span class="n">prefix</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_PREFIX</span><span class="p">,</span>
+</span><span id="L-34"><a href="#L-34"><span class="linenos"> 34</span></a>			<span class="n">tags</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;gui&quot;</span><span class="p">]</span>
+</span><span id="L-35"><a href="#L-35"><span class="linenos"> 35</span></a>		<span class="p">)</span>
+</span><span id="L-36"><a href="#L-36"><span class="linenos"> 36</span></a>		
+</span><span id="L-37"><a href="#L-37"><span class="linenos"> 37</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_add_routes</span><span class="p">()</span>
+</span><span id="L-38"><a href="#L-38"><span class="linenos"> 38</span></a>
+</span><span id="L-39"><a href="#L-39"><span class="linenos"> 39</span></a>	<span class="k">def</span> <span class="nf">_add_routes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-40"><a href="#L-40"><span class="linenos"> 40</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">router</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/&quot;</span><span class="p">,</span> <span class="n">response_class</span><span class="o">=</span><span class="n">RedirectResponse</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Redirect&quot;</span><span class="p">)</span>
+</span><span id="L-41"><a href="#L-41"><span class="linenos"> 41</span></a>		<span class="k">def</span> <span class="nf">index</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">RedirectResponse</span><span class="p">:</span>
+</span><span id="L-42"><a href="#L-42"><span class="linenos"> 42</span></a>			<span class="k">return</span> <span class="n">RedirectResponse</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_PREFIX</span> <span class="o">+</span> <span class="s2">&quot;/table&quot;</span><span class="p">)</span>
+</span><span id="L-43"><a href="#L-43"><span class="linenos"> 43</span></a>		
+</span><span id="L-44"><a href="#L-44"><span class="linenos"> 44</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">router</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/table&quot;</span><span class="p">,</span> <span class="n">response_class</span><span class="o">=</span><span class="n">HTMLResponse</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Table of messages&quot;</span><span class="p">)</span>
+</span><span id="L-45"><a href="#L-45"><span class="linenos"> 45</span></a>		<span class="k">def</span> <span class="nf">table</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">,</span>
+</span><span id="L-46"><a href="#L-46"><span class="linenos"> 46</span></a>			<span class="nb">id</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">sender</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">recipient</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-47"><a href="#L-47"><span class="linenos"> 47</span></a>			<span class="n">processed</span><span class="p">:</span><span class="nb">bool</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">solution</span><span class="p">:</span><span class="nb">bool</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-48"><a href="#L-48"><span class="linenos"> 48</span></a>			<span class="n">time_after</span><span class="p">:</span><span class="nb">int</span><span class="o">|</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">time_before</span><span class="p">:</span><span class="nb">int</span><span class="o">|</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-49"><a href="#L-49"><span class="linenos"> 49</span></a>			<span class="n">limit</span><span class="p">:</span><span class="nb">int</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">offset</span><span class="p">:</span><span class="nb">int</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">_count_only</span><span class="p">:</span><span class="nb">bool</span><span class="o">=</span><span class="kc">False</span>
+</span><span id="L-50"><a href="#L-50"><span class="linenos"> 50</span></a>		<span class="p">):</span>
+</span><span id="L-51"><a href="#L-51"><span class="linenos"> 51</span></a>			
+</span><span id="L-52"><a href="#L-52"><span class="linenos"> 52</span></a>			<span class="n">db_args</span> <span class="o">=</span> <span class="p">{</span>
+</span><span id="L-53"><a href="#L-53"><span class="linenos"> 53</span></a>				<span class="s2">&quot;limit&quot;</span> <span class="p">:</span> <span class="n">limit</span><span class="p">,</span>
+</span><span id="L-54"><a href="#L-54"><span class="linenos"> 54</span></a>				<span class="s2">&quot;offset&quot;</span> <span class="p">:</span> <span class="n">offset</span>
+</span><span id="L-55"><a href="#L-55"><span class="linenos"> 55</span></a>			<span class="p">}</span>
+</span><span id="L-56"><a href="#L-56"><span class="linenos"> 56</span></a>
+</span><span id="L-57"><a href="#L-57"><span class="linenos"> 57</span></a>			<span class="n">convert_time</span> <span class="o">=</span> <span class="k">lambda</span> <span class="n">t</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">globals</span><span class="p">[</span><span class="s2">&quot;date2timestamp&quot;</span><span class="p">](</span><span class="n">t</span><span class="p">)</span> \
+</span><span id="L-58"><a href="#L-58"><span class="linenos"> 58</span></a>				<span class="k">if</span> <span class="ow">not</span> <span class="n">re</span><span class="o">.</span><span class="n">match</span><span class="p">(</span><span class="sa">r</span><span class="s1">&#39;^\d+$&#39;</span><span class="p">,</span> <span class="n">t</span><span class="p">)</span> <span class="k">else</span> <span class="nb">int</span><span class="p">(</span><span class="n">t</span><span class="p">)</span>
+</span><span id="L-59"><a href="#L-59"><span class="linenos"> 59</span></a>			<span class="k">for</span> <span class="n">v</span><span class="p">,</span><span class="n">n</span><span class="p">,</span><span class="n">f</span> <span class="ow">in</span> <span class="p">(</span>
+</span><span id="L-60"><a href="#L-60"><span class="linenos"> 60</span></a>				<span class="p">(</span><span class="nb">id</span><span class="p">,</span><span class="s1">&#39;id&#39;</span><span class="p">,</span><span class="nb">str</span><span class="p">),</span> <span class="p">(</span><span class="n">sender</span><span class="p">,</span><span class="s1">&#39;sender&#39;</span><span class="p">,</span><span class="nb">str</span><span class="p">),</span> <span class="p">(</span><span class="n">recipient</span><span class="p">,</span><span class="s1">&#39;recipient&#39;</span><span class="p">,</span><span class="nb">str</span><span class="p">),</span>
+</span><span id="L-61"><a href="#L-61"><span class="linenos"> 61</span></a>				<span class="p">(</span><span class="n">processed</span><span class="p">,</span><span class="s1">&#39;processed&#39;</span><span class="p">,</span> <span class="nb">bool</span><span class="p">),</span> <span class="p">(</span><span class="n">solution</span><span class="p">,</span><span class="s1">&#39;solution&#39;</span><span class="p">,</span> <span class="nb">bool</span><span class="p">),</span>
+</span><span id="L-62"><a href="#L-62"><span class="linenos"> 62</span></a>				<span class="p">(</span><span class="n">time_after</span><span class="p">,</span> <span class="s1">&#39;time_after&#39;</span><span class="p">,</span> <span class="n">convert_time</span><span class="p">),</span> <span class="p">(</span><span class="n">time_before</span><span class="p">,</span> <span class="s1">&#39;time_before&#39;</span><span class="p">,</span> <span class="n">convert_time</span><span class="p">)</span> 
+</span><span id="L-63"><a href="#L-63"><span class="linenos"> 63</span></a>			<span class="p">):</span>
+</span><span id="L-64"><a href="#L-64"><span class="linenos"> 64</span></a>				<span class="k">if</span> <span class="ow">not</span> <span class="n">v</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-65"><a href="#L-65"><span class="linenos"> 65</span></a>					<span class="n">db_args</span><span class="p">[</span><span class="n">n</span><span class="p">]</span> <span class="o">=</span> <span class="n">f</span><span class="p">(</span><span class="n">v</span><span class="p">)</span>
+</span><span id="L-66"><a href="#L-66"><span class="linenos"> 66</span></a>
+</span><span id="L-67"><a href="#L-67"><span class="linenos"> 67</span></a>			<span class="k">if</span> <span class="n">_count_only</span><span class="p">:</span>
+</span><span id="L-68"><a href="#L-68"><span class="linenos"> 68</span></a>				<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">len</span><span class="p">(</span><span class="o">**</span><span class="n">db_args</span><span class="p">)</span>
+</span><span id="L-69"><a href="#L-69"><span class="linenos"> 69</span></a>			<span class="k">else</span><span class="p">:</span>
+</span><span id="L-70"><a href="#L-70"><span class="linenos"> 70</span></a>				<span class="k">def</span> <span class="nf">pagination_link</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
+</span><span id="L-71"><a href="#L-71"><span class="linenos"> 71</span></a>					<span class="n">link_args</span> <span class="o">=</span> <span class="n">db_args</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+</span><span id="L-72"><a href="#L-72"><span class="linenos"> 72</span></a>					<span class="n">link_args</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">kwargs</span><span class="p">)</span>
+</span><span id="L-73"><a href="#L-73"><span class="linenos"> 73</span></a>					<span class="k">return</span> <span class="n">urlencode</span><span class="p">(</span><span class="n">link_args</span><span class="p">)</span>
+</span><span id="L-74"><a href="#L-74"><span class="linenos"> 74</span></a>			
+</span><span id="L-75"><a href="#L-75"><span class="linenos"> 75</span></a>				<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="o">.</span><span class="n">TemplateResponse</span><span class="p">(</span>
+</span><span id="L-76"><a href="#L-76"><span class="linenos"> 76</span></a>					<span class="s1">&#39;table.html&#39;</span><span class="p">,</span>
+</span><span id="L-77"><a href="#L-77"><span class="linenos"> 77</span></a>					<span class="p">{</span><span class="s2">&quot;request&quot;</span> <span class="p">:</span> <span class="n">request</span><span class="p">,</span>
+</span><span id="L-78"><a href="#L-78"><span class="linenos"> 78</span></a>						<span class="s2">&quot;db&quot;</span> <span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="p">,</span> <span class="s2">&quot;db_args&quot;</span> <span class="p">:</span> <span class="n">db_args</span><span class="p">,</span>
+</span><span id="L-79"><a href="#L-79"><span class="linenos"> 79</span></a>						<span class="s2">&quot;pagination_link&quot;</span> <span class="p">:</span> <span class="n">pagination_link</span>
+</span><span id="L-80"><a href="#L-80"><span class="linenos"> 80</span></a>					<span class="p">}</span>
+</span><span id="L-81"><a href="#L-81"><span class="linenos"> 81</span></a>				<span class="p">)</span>
+</span><span id="L-82"><a href="#L-82"><span class="linenos"> 82</span></a>			
+</span><span id="L-83"><a href="#L-83"><span class="linenos"> 83</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">router</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/table/total&quot;</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Total number of messages in table&quot;</span><span class="p">)</span>
+</span><span id="L-84"><a href="#L-84"><span class="linenos"> 84</span></a>		<span class="k">def</span> <span class="nf">table_total</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">,</span>
+</span><span id="L-85"><a href="#L-85"><span class="linenos"> 85</span></a>			<span class="nb">id</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">sender</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">recipient</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-86"><a href="#L-86"><span class="linenos"> 86</span></a>			<span class="n">processed</span><span class="p">:</span><span class="nb">bool</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">solution</span><span class="p">:</span><span class="nb">bool</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-87"><a href="#L-87"><span class="linenos"> 87</span></a>			<span class="n">time_after</span><span class="p">:</span><span class="nb">int</span><span class="o">|</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">time_before</span><span class="p">:</span><span class="nb">int</span><span class="o">|</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-88"><a href="#L-88"><span class="linenos"> 88</span></a>			<span class="n">limit</span><span class="p">:</span><span class="nb">int</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">offset</span><span class="p">:</span><span class="nb">int</span><span class="o">=</span><span class="mi">0</span>
+</span><span id="L-89"><a href="#L-89"><span class="linenos"> 89</span></a>		<span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
+</span><span id="L-90"><a href="#L-90"><span class="linenos"> 90</span></a>
+</span><span id="L-91"><a href="#L-91"><span class="linenos"> 91</span></a>			<span class="n">kwargs</span> <span class="o">=</span> <span class="nb">locals</span><span class="p">()</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+</span><span id="L-92"><a href="#L-92"><span class="linenos"> 92</span></a>			<span class="k">del</span> <span class="n">kwargs</span><span class="p">[</span><span class="s1">&#39;table&#39;</span><span class="p">]</span>
+</span><span id="L-93"><a href="#L-93"><span class="linenos"> 93</span></a>			<span class="n">kwargs</span><span class="p">[</span><span class="s1">&#39;_count_only&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">True</span>
+</span><span id="L-94"><a href="#L-94"><span class="linenos"> 94</span></a>
+</span><span id="L-95"><a href="#L-95"><span class="linenos"> 95</span></a>			<span class="k">return</span> <span class="n">table</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
+</span><span id="L-96"><a href="#L-96"><span class="linenos"> 96</span></a>
+</span><span id="L-97"><a href="#L-97"><span class="linenos"> 97</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">router</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/new&quot;</span><span class="p">,</span> <span class="n">response_class</span><span class="o">=</span><span class="n">HTMLResponse</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Add new riddle&quot;</span><span class="p">)</span>
+</span><span id="L-98"><a href="#L-98"><span class="linenos"> 98</span></a>		<span class="k">def</span> <span class="nf">new</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">):</span>
+</span><span id="L-99"><a href="#L-99"><span class="linenos"> 99</span></a>			<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="o">.</span><span class="n">TemplateResponse</span><span class="p">(</span>
+</span><span id="L-100"><a href="#L-100"><span class="linenos">100</span></a>				<span class="s1">&#39;new.html&#39;</span><span class="p">,</span>
+</span><span id="L-101"><a href="#L-101"><span class="linenos">101</span></a>				<span class="p">{</span><span class="s2">&quot;request&quot;</span> <span class="p">:</span> <span class="n">request</span><span class="p">,</span>
+</span><span id="L-102"><a href="#L-102"><span class="linenos">102</span></a>     					<span class="s2">&quot;AgentMessage&quot;</span> <span class="p">:</span> <span class="n">AgentMessage</span><span class="p">,</span> <span class="s2">&quot;RiddleDataType&quot;</span><span class="p">:</span> <span class="n">RiddleDataType</span><span class="p">,</span>
+</span><span id="L-103"><a href="#L-103"><span class="linenos">103</span></a>					<span class="s2">&quot;shared_data&quot;</span> <span class="p">:</span> <span class="n">list_shared_data</span><span class="p">(),</span> <span class="s2">&quot;shared_schema&quot;</span> <span class="p">:</span> <span class="n">list_shared_schema</span><span class="p">(),</span>
+</span><span id="L-104"><a href="#L-104"><span class="linenos">104</span></a>					<span class="s2">&quot;SHARE_PATH&quot;</span> <span class="p">:</span> <span class="n">SHARE_PATH</span>
+</span><span id="L-105"><a href="#L-105"><span class="linenos">105</span></a>				<span class="p">}</span>
+</span><span id="L-106"><a href="#L-106"><span class="linenos">106</span></a>			<span class="p">)</span>
 </span></pre></div>
 
 
@@ -121,26 +192,89 @@
 
     </div>
     <a class="headerlink" href="#Interface"></a>
-            <div class="pdoc-code codehilite"><pre><span></span><span id="Interface-17"><a href="#Interface-17"><span class="linenos">17</span></a><span class="k">class</span> <span class="nc">Interface</span><span class="p">():</span>
-</span><span id="Interface-18"><a href="#Interface-18"><span class="linenos">18</span></a>
-</span><span id="Interface-19"><a href="#Interface-19"><span class="linenos">19</span></a>	<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">template</span><span class="p">:</span><span class="n">Jinja2Templates</span><span class="p">,</span> <span class="n">db</span><span class="p">:</span><span class="n">DB</span><span class="p">):</span>
-</span><span id="Interface-20"><a href="#Interface-20"><span class="linenos">20</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">template</span> <span class="o">=</span> <span class="n">template</span>
-</span><span id="Interface-21"><a href="#Interface-21"><span class="linenos">21</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">db</span> <span class="o">=</span> <span class="n">db</span>
-</span><span id="Interface-22"><a href="#Interface-22"><span class="linenos">22</span></a>		
-</span><span id="Interface-23"><a href="#Interface-23"><span class="linenos">23</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">router</span> <span class="o">=</span> <span class="n">APIRouter</span><span class="p">(</span>
-</span><span id="Interface-24"><a href="#Interface-24"><span class="linenos">24</span></a>			<span class="n">prefix</span><span class="o">=</span><span class="s2">&quot;/app&quot;</span><span class="p">,</span>
-</span><span id="Interface-25"><a href="#Interface-25"><span class="linenos">25</span></a>			<span class="n">tags</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;app, gui&quot;</span><span class="p">]</span>
-</span><span id="Interface-26"><a href="#Interface-26"><span class="linenos">26</span></a>		<span class="p">)</span>
-</span><span id="Interface-27"><a href="#Interface-27"><span class="linenos">27</span></a>		
-</span><span id="Interface-28"><a href="#Interface-28"><span class="linenos">28</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_add_routes</span><span class="p">()</span>
-</span><span id="Interface-29"><a href="#Interface-29"><span class="linenos">29</span></a>
-</span><span id="Interface-30"><a href="#Interface-30"><span class="linenos">30</span></a>	<span class="k">def</span> <span class="nf">_add_routes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
-</span><span id="Interface-31"><a href="#Interface-31"><span class="linenos">31</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">router</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/&quot;</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Test&quot;</span><span class="p">)</span>
-</span><span id="Interface-32"><a href="#Interface-32"><span class="linenos">32</span></a>		<span class="k">def</span> <span class="nf">corpus</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">):</span>
-</span><span id="Interface-33"><a href="#Interface-33"><span class="linenos">33</span></a>
-</span><span id="Interface-34"><a href="#Interface-34"><span class="linenos">34</span></a>			<span class="nb">print</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">by_count</span><span class="p">(</span><span class="mi">3</span><span class="p">))</span>
-</span><span id="Interface-35"><a href="#Interface-35"><span class="linenos">35</span></a>			
-</span><span id="Interface-36"><a href="#Interface-36"><span class="linenos">36</span></a>			<span class="k">return</span> <span class="p">{}</span>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Interface-25"><a href="#Interface-25"><span class="linenos"> 25</span></a><span class="k">class</span> <span class="nc">Interface</span><span class="p">():</span>
+</span><span id="Interface-26"><a href="#Interface-26"><span class="linenos"> 26</span></a>
+</span><span id="Interface-27"><a href="#Interface-27"><span class="linenos"> 27</span></a>	<span class="n">_PREFIX</span> <span class="o">=</span> <span class="s2">&quot;/app&quot;</span>
+</span><span id="Interface-28"><a href="#Interface-28"><span class="linenos"> 28</span></a>
+</span><span id="Interface-29"><a href="#Interface-29"><span class="linenos"> 29</span></a>	<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">template</span><span class="p">:</span><span class="n">Jinja2Templates</span><span class="p">,</span> <span class="n">db</span><span class="p">:</span><span class="n">DB</span><span class="p">):</span>
+</span><span id="Interface-30"><a href="#Interface-30"><span class="linenos"> 30</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">template</span> <span class="o">=</span> <span class="n">template</span>
+</span><span id="Interface-31"><a href="#Interface-31"><span class="linenos"> 31</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">db</span> <span class="o">=</span> <span class="n">db</span>
+</span><span id="Interface-32"><a href="#Interface-32"><span class="linenos"> 32</span></a>		
+</span><span id="Interface-33"><a href="#Interface-33"><span class="linenos"> 33</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">router</span> <span class="o">=</span> <span class="n">APIRouter</span><span class="p">(</span>
+</span><span id="Interface-34"><a href="#Interface-34"><span class="linenos"> 34</span></a>			<span class="n">prefix</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_PREFIX</span><span class="p">,</span>
+</span><span id="Interface-35"><a href="#Interface-35"><span class="linenos"> 35</span></a>			<span class="n">tags</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;gui&quot;</span><span class="p">]</span>
+</span><span id="Interface-36"><a href="#Interface-36"><span class="linenos"> 36</span></a>		<span class="p">)</span>
+</span><span id="Interface-37"><a href="#Interface-37"><span class="linenos"> 37</span></a>		
+</span><span id="Interface-38"><a href="#Interface-38"><span class="linenos"> 38</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_add_routes</span><span class="p">()</span>
+</span><span id="Interface-39"><a href="#Interface-39"><span class="linenos"> 39</span></a>
+</span><span id="Interface-40"><a href="#Interface-40"><span class="linenos"> 40</span></a>	<span class="k">def</span> <span class="nf">_add_routes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="Interface-41"><a href="#Interface-41"><span class="linenos"> 41</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">router</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/&quot;</span><span class="p">,</span> <span class="n">response_class</span><span class="o">=</span><span class="n">RedirectResponse</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Redirect&quot;</span><span class="p">)</span>
+</span><span id="Interface-42"><a href="#Interface-42"><span class="linenos"> 42</span></a>		<span class="k">def</span> <span class="nf">index</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">RedirectResponse</span><span class="p">:</span>
+</span><span id="Interface-43"><a href="#Interface-43"><span class="linenos"> 43</span></a>			<span class="k">return</span> <span class="n">RedirectResponse</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_PREFIX</span> <span class="o">+</span> <span class="s2">&quot;/table&quot;</span><span class="p">)</span>
+</span><span id="Interface-44"><a href="#Interface-44"><span class="linenos"> 44</span></a>		
+</span><span id="Interface-45"><a href="#Interface-45"><span class="linenos"> 45</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">router</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/table&quot;</span><span class="p">,</span> <span class="n">response_class</span><span class="o">=</span><span class="n">HTMLResponse</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Table of messages&quot;</span><span class="p">)</span>
+</span><span id="Interface-46"><a href="#Interface-46"><span class="linenos"> 46</span></a>		<span class="k">def</span> <span class="nf">table</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">,</span>
+</span><span id="Interface-47"><a href="#Interface-47"><span class="linenos"> 47</span></a>			<span class="nb">id</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">sender</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">recipient</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Interface-48"><a href="#Interface-48"><span class="linenos"> 48</span></a>			<span class="n">processed</span><span class="p">:</span><span class="nb">bool</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">solution</span><span class="p">:</span><span class="nb">bool</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Interface-49"><a href="#Interface-49"><span class="linenos"> 49</span></a>			<span class="n">time_after</span><span class="p">:</span><span class="nb">int</span><span class="o">|</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">time_before</span><span class="p">:</span><span class="nb">int</span><span class="o">|</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Interface-50"><a href="#Interface-50"><span class="linenos"> 50</span></a>			<span class="n">limit</span><span class="p">:</span><span class="nb">int</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">offset</span><span class="p">:</span><span class="nb">int</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">_count_only</span><span class="p">:</span><span class="nb">bool</span><span class="o">=</span><span class="kc">False</span>
+</span><span id="Interface-51"><a href="#Interface-51"><span class="linenos"> 51</span></a>		<span class="p">):</span>
+</span><span id="Interface-52"><a href="#Interface-52"><span class="linenos"> 52</span></a>			
+</span><span id="Interface-53"><a href="#Interface-53"><span class="linenos"> 53</span></a>			<span class="n">db_args</span> <span class="o">=</span> <span class="p">{</span>
+</span><span id="Interface-54"><a href="#Interface-54"><span class="linenos"> 54</span></a>				<span class="s2">&quot;limit&quot;</span> <span class="p">:</span> <span class="n">limit</span><span class="p">,</span>
+</span><span id="Interface-55"><a href="#Interface-55"><span class="linenos"> 55</span></a>				<span class="s2">&quot;offset&quot;</span> <span class="p">:</span> <span class="n">offset</span>
+</span><span id="Interface-56"><a href="#Interface-56"><span class="linenos"> 56</span></a>			<span class="p">}</span>
+</span><span id="Interface-57"><a href="#Interface-57"><span class="linenos"> 57</span></a>
+</span><span id="Interface-58"><a href="#Interface-58"><span class="linenos"> 58</span></a>			<span class="n">convert_time</span> <span class="o">=</span> <span class="k">lambda</span> <span class="n">t</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">globals</span><span class="p">[</span><span class="s2">&quot;date2timestamp&quot;</span><span class="p">](</span><span class="n">t</span><span class="p">)</span> \
+</span><span id="Interface-59"><a href="#Interface-59"><span class="linenos"> 59</span></a>				<span class="k">if</span> <span class="ow">not</span> <span class="n">re</span><span class="o">.</span><span class="n">match</span><span class="p">(</span><span class="sa">r</span><span class="s1">&#39;^\d+$&#39;</span><span class="p">,</span> <span class="n">t</span><span class="p">)</span> <span class="k">else</span> <span class="nb">int</span><span class="p">(</span><span class="n">t</span><span class="p">)</span>
+</span><span id="Interface-60"><a href="#Interface-60"><span class="linenos"> 60</span></a>			<span class="k">for</span> <span class="n">v</span><span class="p">,</span><span class="n">n</span><span class="p">,</span><span class="n">f</span> <span class="ow">in</span> <span class="p">(</span>
+</span><span id="Interface-61"><a href="#Interface-61"><span class="linenos"> 61</span></a>				<span class="p">(</span><span class="nb">id</span><span class="p">,</span><span class="s1">&#39;id&#39;</span><span class="p">,</span><span class="nb">str</span><span class="p">),</span> <span class="p">(</span><span class="n">sender</span><span class="p">,</span><span class="s1">&#39;sender&#39;</span><span class="p">,</span><span class="nb">str</span><span class="p">),</span> <span class="p">(</span><span class="n">recipient</span><span class="p">,</span><span class="s1">&#39;recipient&#39;</span><span class="p">,</span><span class="nb">str</span><span class="p">),</span>
+</span><span id="Interface-62"><a href="#Interface-62"><span class="linenos"> 62</span></a>				<span class="p">(</span><span class="n">processed</span><span class="p">,</span><span class="s1">&#39;processed&#39;</span><span class="p">,</span> <span class="nb">bool</span><span class="p">),</span> <span class="p">(</span><span class="n">solution</span><span class="p">,</span><span class="s1">&#39;solution&#39;</span><span class="p">,</span> <span class="nb">bool</span><span class="p">),</span>
+</span><span id="Interface-63"><a href="#Interface-63"><span class="linenos"> 63</span></a>				<span class="p">(</span><span class="n">time_after</span><span class="p">,</span> <span class="s1">&#39;time_after&#39;</span><span class="p">,</span> <span class="n">convert_time</span><span class="p">),</span> <span class="p">(</span><span class="n">time_before</span><span class="p">,</span> <span class="s1">&#39;time_before&#39;</span><span class="p">,</span> <span class="n">convert_time</span><span class="p">)</span> 
+</span><span id="Interface-64"><a href="#Interface-64"><span class="linenos"> 64</span></a>			<span class="p">):</span>
+</span><span id="Interface-65"><a href="#Interface-65"><span class="linenos"> 65</span></a>				<span class="k">if</span> <span class="ow">not</span> <span class="n">v</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="Interface-66"><a href="#Interface-66"><span class="linenos"> 66</span></a>					<span class="n">db_args</span><span class="p">[</span><span class="n">n</span><span class="p">]</span> <span class="o">=</span> <span class="n">f</span><span class="p">(</span><span class="n">v</span><span class="p">)</span>
+</span><span id="Interface-67"><a href="#Interface-67"><span class="linenos"> 67</span></a>
+</span><span id="Interface-68"><a href="#Interface-68"><span class="linenos"> 68</span></a>			<span class="k">if</span> <span class="n">_count_only</span><span class="p">:</span>
+</span><span id="Interface-69"><a href="#Interface-69"><span class="linenos"> 69</span></a>				<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">len</span><span class="p">(</span><span class="o">**</span><span class="n">db_args</span><span class="p">)</span>
+</span><span id="Interface-70"><a href="#Interface-70"><span class="linenos"> 70</span></a>			<span class="k">else</span><span class="p">:</span>
+</span><span id="Interface-71"><a href="#Interface-71"><span class="linenos"> 71</span></a>				<span class="k">def</span> <span class="nf">pagination_link</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
+</span><span id="Interface-72"><a href="#Interface-72"><span class="linenos"> 72</span></a>					<span class="n">link_args</span> <span class="o">=</span> <span class="n">db_args</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+</span><span id="Interface-73"><a href="#Interface-73"><span class="linenos"> 73</span></a>					<span class="n">link_args</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">kwargs</span><span class="p">)</span>
+</span><span id="Interface-74"><a href="#Interface-74"><span class="linenos"> 74</span></a>					<span class="k">return</span> <span class="n">urlencode</span><span class="p">(</span><span class="n">link_args</span><span class="p">)</span>
+</span><span id="Interface-75"><a href="#Interface-75"><span class="linenos"> 75</span></a>			
+</span><span id="Interface-76"><a href="#Interface-76"><span class="linenos"> 76</span></a>				<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="o">.</span><span class="n">TemplateResponse</span><span class="p">(</span>
+</span><span id="Interface-77"><a href="#Interface-77"><span class="linenos"> 77</span></a>					<span class="s1">&#39;table.html&#39;</span><span class="p">,</span>
+</span><span id="Interface-78"><a href="#Interface-78"><span class="linenos"> 78</span></a>					<span class="p">{</span><span class="s2">&quot;request&quot;</span> <span class="p">:</span> <span class="n">request</span><span class="p">,</span>
+</span><span id="Interface-79"><a href="#Interface-79"><span class="linenos"> 79</span></a>						<span class="s2">&quot;db&quot;</span> <span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="p">,</span> <span class="s2">&quot;db_args&quot;</span> <span class="p">:</span> <span class="n">db_args</span><span class="p">,</span>
+</span><span id="Interface-80"><a href="#Interface-80"><span class="linenos"> 80</span></a>						<span class="s2">&quot;pagination_link&quot;</span> <span class="p">:</span> <span class="n">pagination_link</span>
+</span><span id="Interface-81"><a href="#Interface-81"><span class="linenos"> 81</span></a>					<span class="p">}</span>
+</span><span id="Interface-82"><a href="#Interface-82"><span class="linenos"> 82</span></a>				<span class="p">)</span>
+</span><span id="Interface-83"><a href="#Interface-83"><span class="linenos"> 83</span></a>			
+</span><span id="Interface-84"><a href="#Interface-84"><span class="linenos"> 84</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">router</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/table/total&quot;</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Total number of messages in table&quot;</span><span class="p">)</span>
+</span><span id="Interface-85"><a href="#Interface-85"><span class="linenos"> 85</span></a>		<span class="k">def</span> <span class="nf">table_total</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">,</span>
+</span><span id="Interface-86"><a href="#Interface-86"><span class="linenos"> 86</span></a>			<span class="nb">id</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">sender</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">recipient</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Interface-87"><a href="#Interface-87"><span class="linenos"> 87</span></a>			<span class="n">processed</span><span class="p">:</span><span class="nb">bool</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">solution</span><span class="p">:</span><span class="nb">bool</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Interface-88"><a href="#Interface-88"><span class="linenos"> 88</span></a>			<span class="n">time_after</span><span class="p">:</span><span class="nb">int</span><span class="o">|</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">time_before</span><span class="p">:</span><span class="nb">int</span><span class="o">|</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="Interface-89"><a href="#Interface-89"><span class="linenos"> 89</span></a>			<span class="n">limit</span><span class="p">:</span><span class="nb">int</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">offset</span><span class="p">:</span><span class="nb">int</span><span class="o">=</span><span class="mi">0</span>
+</span><span id="Interface-90"><a href="#Interface-90"><span class="linenos"> 90</span></a>		<span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
+</span><span id="Interface-91"><a href="#Interface-91"><span class="linenos"> 91</span></a>
+</span><span id="Interface-92"><a href="#Interface-92"><span class="linenos"> 92</span></a>			<span class="n">kwargs</span> <span class="o">=</span> <span class="nb">locals</span><span class="p">()</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+</span><span id="Interface-93"><a href="#Interface-93"><span class="linenos"> 93</span></a>			<span class="k">del</span> <span class="n">kwargs</span><span class="p">[</span><span class="s1">&#39;table&#39;</span><span class="p">]</span>
+</span><span id="Interface-94"><a href="#Interface-94"><span class="linenos"> 94</span></a>			<span class="n">kwargs</span><span class="p">[</span><span class="s1">&#39;_count_only&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">True</span>
+</span><span id="Interface-95"><a href="#Interface-95"><span class="linenos"> 95</span></a>
+</span><span id="Interface-96"><a href="#Interface-96"><span class="linenos"> 96</span></a>			<span class="k">return</span> <span class="n">table</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
+</span><span id="Interface-97"><a href="#Interface-97"><span class="linenos"> 97</span></a>
+</span><span id="Interface-98"><a href="#Interface-98"><span class="linenos"> 98</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">router</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/new&quot;</span><span class="p">,</span> <span class="n">response_class</span><span class="o">=</span><span class="n">HTMLResponse</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Add new riddle&quot;</span><span class="p">)</span>
+</span><span id="Interface-99"><a href="#Interface-99"><span class="linenos"> 99</span></a>		<span class="k">def</span> <span class="nf">new</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">):</span>
+</span><span id="Interface-100"><a href="#Interface-100"><span class="linenos">100</span></a>			<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="o">.</span><span class="n">TemplateResponse</span><span class="p">(</span>
+</span><span id="Interface-101"><a href="#Interface-101"><span class="linenos">101</span></a>				<span class="s1">&#39;new.html&#39;</span><span class="p">,</span>
+</span><span id="Interface-102"><a href="#Interface-102"><span class="linenos">102</span></a>				<span class="p">{</span><span class="s2">&quot;request&quot;</span> <span class="p">:</span> <span class="n">request</span><span class="p">,</span>
+</span><span id="Interface-103"><a href="#Interface-103"><span class="linenos">103</span></a>     					<span class="s2">&quot;AgentMessage&quot;</span> <span class="p">:</span> <span class="n">AgentMessage</span><span class="p">,</span> <span class="s2">&quot;RiddleDataType&quot;</span><span class="p">:</span> <span class="n">RiddleDataType</span><span class="p">,</span>
+</span><span id="Interface-104"><a href="#Interface-104"><span class="linenos">104</span></a>					<span class="s2">&quot;shared_data&quot;</span> <span class="p">:</span> <span class="n">list_shared_data</span><span class="p">(),</span> <span class="s2">&quot;shared_schema&quot;</span> <span class="p">:</span> <span class="n">list_shared_schema</span><span class="p">(),</span>
+</span><span id="Interface-105"><a href="#Interface-105"><span class="linenos">105</span></a>					<span class="s2">&quot;SHARE_PATH&quot;</span> <span class="p">:</span> <span class="n">SHARE_PATH</span>
+</span><span id="Interface-106"><a href="#Interface-106"><span class="linenos">106</span></a>				<span class="p">}</span>
+</span><span id="Interface-107"><a href="#Interface-107"><span class="linenos">107</span></a>			<span class="p">)</span>
 </span></pre></div>
 
 
@@ -156,16 +290,16 @@
 
     </div>
     <a class="headerlink" href="#Interface.__init__"></a>
-            <div class="pdoc-code codehilite"><pre><span></span><span id="Interface.__init__-19"><a href="#Interface.__init__-19"><span class="linenos">19</span></a>	<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">template</span><span class="p">:</span><span class="n">Jinja2Templates</span><span class="p">,</span> <span class="n">db</span><span class="p">:</span><span class="n">DB</span><span class="p">):</span>
-</span><span id="Interface.__init__-20"><a href="#Interface.__init__-20"><span class="linenos">20</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">template</span> <span class="o">=</span> <span class="n">template</span>
-</span><span id="Interface.__init__-21"><a href="#Interface.__init__-21"><span class="linenos">21</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">db</span> <span class="o">=</span> <span class="n">db</span>
-</span><span id="Interface.__init__-22"><a href="#Interface.__init__-22"><span class="linenos">22</span></a>		
-</span><span id="Interface.__init__-23"><a href="#Interface.__init__-23"><span class="linenos">23</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">router</span> <span class="o">=</span> <span class="n">APIRouter</span><span class="p">(</span>
-</span><span id="Interface.__init__-24"><a href="#Interface.__init__-24"><span class="linenos">24</span></a>			<span class="n">prefix</span><span class="o">=</span><span class="s2">&quot;/app&quot;</span><span class="p">,</span>
-</span><span id="Interface.__init__-25"><a href="#Interface.__init__-25"><span class="linenos">25</span></a>			<span class="n">tags</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;app, gui&quot;</span><span class="p">]</span>
-</span><span id="Interface.__init__-26"><a href="#Interface.__init__-26"><span class="linenos">26</span></a>		<span class="p">)</span>
-</span><span id="Interface.__init__-27"><a href="#Interface.__init__-27"><span class="linenos">27</span></a>		
-</span><span id="Interface.__init__-28"><a href="#Interface.__init__-28"><span class="linenos">28</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_add_routes</span><span class="p">()</span>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="Interface.__init__-29"><a href="#Interface.__init__-29"><span class="linenos">29</span></a>	<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">template</span><span class="p">:</span><span class="n">Jinja2Templates</span><span class="p">,</span> <span class="n">db</span><span class="p">:</span><span class="n">DB</span><span class="p">):</span>
+</span><span id="Interface.__init__-30"><a href="#Interface.__init__-30"><span class="linenos">30</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">template</span> <span class="o">=</span> <span class="n">template</span>
+</span><span id="Interface.__init__-31"><a href="#Interface.__init__-31"><span class="linenos">31</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">db</span> <span class="o">=</span> <span class="n">db</span>
+</span><span id="Interface.__init__-32"><a href="#Interface.__init__-32"><span class="linenos">32</span></a>		
+</span><span id="Interface.__init__-33"><a href="#Interface.__init__-33"><span class="linenos">33</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">router</span> <span class="o">=</span> <span class="n">APIRouter</span><span class="p">(</span>
+</span><span id="Interface.__init__-34"><a href="#Interface.__init__-34"><span class="linenos">34</span></a>			<span class="n">prefix</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_PREFIX</span><span class="p">,</span>
+</span><span id="Interface.__init__-35"><a href="#Interface.__init__-35"><span class="linenos">35</span></a>			<span class="n">tags</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;gui&quot;</span><span class="p">]</span>
+</span><span id="Interface.__init__-36"><a href="#Interface.__init__-36"><span class="linenos">36</span></a>		<span class="p">)</span>
+</span><span id="Interface.__init__-37"><a href="#Interface.__init__-37"><span class="linenos">37</span></a>		
+</span><span id="Interface.__init__-38"><a href="#Interface.__init__-38"><span class="linenos">38</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_add_routes</span><span class="p">()</span>
 </span></pre></div>
 
 

web/public/docs/ums/management/main.html

@@ -38,6 +38,9 @@
                         <li>
                                 <a class="variable" href="#WebMain.db">db</a>
                         </li>
+                        <li>
+                                <a class="variable" href="#WebMain.msg_process">msg_process</a>
+                        </li>
                 </ul>
 
             </li>
@@ -71,81 +74,122 @@
 </span><span id="L-7"><a href="#L-7"><span class="linenos">  7</span></a><span class="c1">#  </span>
 </span><span id="L-8"><a href="#L-8"><span class="linenos">  8</span></a><span class="c1"># source code released under the terms of GNU Public License Version 3</span>
 </span><span id="L-9"><a href="#L-9"><span class="linenos">  9</span></a><span class="c1"># https://www.gnu.org/licenses/gpl-3.0.txt</span>
-</span><span id="L-10"><a href="#L-10"><span class="linenos">10</span></a>
-</span><span id="L-11"><a href="#L-11"><span class="linenos">11</span></a><span class="kn">import</span> <span class="nn">os</span>
-</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a>
-</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a><span class="kn">from</span> <span class="nn">fastapi</span> <span class="kn">import</span> <span class="n">FastAPI</span><span class="p">,</span> <span class="n">Request</span>
-</span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a><span class="kn">from</span> <span class="nn">fastapi.templating</span> <span class="kn">import</span> <span class="n">Jinja2Templates</span>
-</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a>
-</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a><span class="kn">from</span> <span class="nn">ums.management.interface</span> <span class="kn">import</span> <span class="n">Interface</span>
-</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a><span class="kn">from</span> <span class="nn">ums.management.db</span> <span class="kn">import</span> <span class="n">DB</span>
-</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a>
-</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a><span class="kn">from</span> <span class="nn">ums.utils</span> <span class="kn">import</span> <span class="n">AgentMessage</span><span class="p">,</span> <span class="n">RiddleData</span><span class="p">,</span> <span class="n">RiddleDataType</span><span class="p">,</span> <span class="n">RiddleSolution</span><span class="p">,</span> <span class="n">TEMPLATE_PATH</span>
-</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a>
-</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a><span class="k">class</span> <span class="nc">WebMain</span><span class="p">():</span>
-</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a>
-</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a>	<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
-</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_init_app</span><span class="p">()</span>
-</span><span id="L-25"><a href="#L-25"><span class="linenos">25</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_init_templates</span><span class="p">()</span>
-</span><span id="L-26"><a href="#L-26"><span class="linenos">26</span></a>
-</span><span id="L-27"><a href="#L-27"><span class="linenos">27</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">db</span> <span class="o">=</span> <span class="n">DB</span><span class="p">()</span>
-</span><span id="L-28"><a href="#L-28"><span class="linenos">28</span></a>
-</span><span id="L-29"><a href="#L-29"><span class="linenos">29</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_add_routes</span><span class="p">()</span>
-</span><span id="L-30"><a href="#L-30"><span class="linenos">30</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_add_routers</span><span class="p">()</span>
-</span><span id="L-31"><a href="#L-31"><span class="linenos">31</span></a>
-</span><span id="L-32"><a href="#L-32"><span class="linenos">32</span></a>
-</span><span id="L-33"><a href="#L-33"><span class="linenos">33</span></a>	<span class="k">def</span> <span class="nf">_init_app</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
-</span><span id="L-34"><a href="#L-34"><span class="linenos">34</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">app</span> <span class="o">=</span> <span class="n">FastAPI</span><span class="p">(</span>
-</span><span id="L-35"><a href="#L-35"><span class="linenos">35</span></a>			<span class="n">title</span><span class="o">=</span><span class="s2">&quot;Agenten Plattform&quot;</span><span class="p">,</span>
-</span><span id="L-36"><a href="#L-36"><span class="linenos">36</span></a>			<span class="n">description</span><span class="o">=</span><span class="s2">&quot;Agenten Plattform – Management&quot;</span><span class="p">,</span>
-</span><span id="L-37"><a href="#L-37"><span class="linenos">37</span></a>			<span class="n">openapi_url</span><span class="o">=</span><span class="s2">&quot;/api/schema.json&quot;</span><span class="p">,</span>
-</span><span id="L-38"><a href="#L-38"><span class="linenos">38</span></a>			<span class="n">docs_url</span><span class="o">=</span><span class="s1">&#39;/api&#39;</span><span class="p">,</span>
-</span><span id="L-39"><a href="#L-39"><span class="linenos">39</span></a>			<span class="n">redoc_url</span><span class="o">=</span><span class="kc">None</span>
-</span><span id="L-40"><a href="#L-40"><span class="linenos">40</span></a>		<span class="p">)</span>
-</span><span id="L-41"><a href="#L-41"><span class="linenos">41</span></a>
-</span><span id="L-42"><a href="#L-42"><span class="linenos">42</span></a>	<span class="k">def</span> <span class="nf">_init_templates</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
-</span><span id="L-43"><a href="#L-43"><span class="linenos">43</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">template</span> <span class="o">=</span> <span class="n">Jinja2Templates</span><span class="p">(</span>
-</span><span id="L-44"><a href="#L-44"><span class="linenos">44</span></a>			<span class="n">directory</span><span class="o">=</span><span class="n">TEMPLATE_PATH</span><span class="p">,</span>
-</span><span id="L-45"><a href="#L-45"><span class="linenos">45</span></a>			<span class="n">auto_reload</span><span class="o">=</span><span class="kc">True</span>
-</span><span id="L-46"><a href="#L-46"><span class="linenos">46</span></a>		<span class="p">)</span>
-</span><span id="L-47"><a href="#L-47"><span class="linenos">47</span></a>
-</span><span id="L-48"><a href="#L-48"><span class="linenos">48</span></a>	<span class="k">def</span> <span class="nf">_add_routers</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
-</span><span id="L-49"><a href="#L-49"><span class="linenos">49</span></a>		<span class="n">interface_router</span> <span class="o">=</span> <span class="n">Interface</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="p">)</span>
-</span><span id="L-50"><a href="#L-50"><span class="linenos">50</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">include_router</span><span class="p">(</span><span class="n">interface_router</span><span class="o">.</span><span class="n">router</span><span class="p">)</span>
-</span><span id="L-51"><a href="#L-51"><span class="linenos">51</span></a>
-</span><span id="L-52"><a href="#L-52"><span class="linenos">52</span></a>
-</span><span id="L-53"><a href="#L-53"><span class="linenos">53</span></a>	<span class="k">def</span> <span class="nf">_add_routes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
-</span><span id="L-54"><a href="#L-54"><span class="linenos">54</span></a>		
-</span><span id="L-55"><a href="#L-55"><span class="linenos">55</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/test&quot;</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Test&quot;</span><span class="p">)</span>
-</span><span id="L-56"><a href="#L-56"><span class="linenos">56</span></a>		<span class="k">def</span> <span class="nf">huhu</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">AgentMessage</span><span class="p">:</span>
-</span><span id="L-57"><a href="#L-57"><span class="linenos">57</span></a>			<span class="n">ex</span> <span class="o">=</span> <span class="n">AgentMessage</span><span class="p">(</span>
-</span><span id="L-58"><a href="#L-58"><span class="linenos">58</span></a>					<span class="nb">id</span><span class="o">=</span><span class="s2">&quot;ex1&quot;</span><span class="p">,</span>
-</span><span id="L-59"><a href="#L-59"><span class="linenos">59</span></a>					<span class="n">riddle</span><span class="o">=</span><span class="p">{</span>
-</span><span id="L-60"><a href="#L-60"><span class="linenos">60</span></a>						<span class="s2">&quot;context&quot;</span><span class="p">:</span><span class="s2">&quot;Example 1&quot;</span><span class="p">,</span>
-</span><span id="L-61"><a href="#L-61"><span class="linenos">61</span></a>						<span class="s2">&quot;question&quot;</span><span class="p">:</span><span class="s2">&quot;Get the name of the person.&quot;</span>
-</span><span id="L-62"><a href="#L-62"><span class="linenos">62</span></a>					<span class="p">},</span>
-</span><span id="L-63"><a href="#L-63"><span class="linenos">63</span></a>					<span class="n">data</span><span class="o">=</span><span class="p">[</span>
-</span><span id="L-64"><a href="#L-64"><span class="linenos">64</span></a>						<span class="n">RiddleData</span><span class="p">(</span>
-</span><span id="L-65"><a href="#L-65"><span class="linenos">65</span></a>							<span class="nb">type</span><span class="o">=</span><span class="n">RiddleDataType</span><span class="o">.</span><span class="n">TEXT</span><span class="p">,</span>
-</span><span id="L-66"><a href="#L-66"><span class="linenos">66</span></a>							<span class="n">file_plain</span><span class="o">=</span><span class="s2">&quot;./cv.txt&quot;</span>
-</span><span id="L-67"><a href="#L-67"><span class="linenos">67</span></a>						<span class="p">)</span>
-</span><span id="L-68"><a href="#L-68"><span class="linenos">68</span></a>					<span class="p">]</span>
-</span><span id="L-69"><a href="#L-69"><span class="linenos">69</span></a>				<span class="p">)</span>
-</span><span id="L-70"><a href="#L-70"><span class="linenos">70</span></a>			<span class="n">ex</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">extract</span><span class="o">.</span><span class="n">required</span> <span class="o">=</span> <span class="kc">False</span>
-</span><span id="L-71"><a href="#L-71"><span class="linenos">71</span></a>
-</span><span id="L-72"><a href="#L-72"><span class="linenos">72</span></a>			<span class="n">ex</span><span class="o">.</span><span class="n">solution</span> <span class="o">=</span> <span class="n">RiddleSolution</span><span class="p">(</span>
-</span><span id="L-73"><a href="#L-73"><span class="linenos">73</span></a>				<span class="n">solution</span><span class="o">=</span><span class="s2">&quot;Otto&quot;</span><span class="p">,</span>
-</span><span id="L-74"><a href="#L-74"><span class="linenos">74</span></a>				<span class="n">explanation</span><span class="o">=</span><span class="s2">&quot;Written in line 6 after &#39;Name:&#39;&quot;</span>
-</span><span id="L-75"><a href="#L-75"><span class="linenos">75</span></a>			<span class="p">)</span>
-</span><span id="L-76"><a href="#L-76"><span class="linenos">76</span></a>
-</span><span id="L-77"><a href="#L-77"><span class="linenos">77</span></a>			<span class="n">ins_count</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">add_message</span><span class="p">(</span><span class="s1">&#39;from&#39;</span><span class="p">,</span> <span class="s1">&#39;to&#39;</span><span class="p">,</span> <span class="n">ex</span><span class="p">)</span>
-</span><span id="L-78"><a href="#L-78"><span class="linenos">78</span></a>			<span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">set_processed</span><span class="p">(</span><span class="n">ins_count</span><span class="p">)</span>
-</span><span id="L-79"><a href="#L-79"><span class="linenos">79</span></a>
-</span><span id="L-80"><a href="#L-80"><span class="linenos">80</span></a>			<span class="k">return</span> <span class="n">ex</span>
-</span><span id="L-81"><a href="#L-81"><span class="linenos">81</span></a>
-</span><span id="L-82"><a href="#L-82"><span class="linenos">82</span></a><span class="k">if</span> <span class="vm">__name__</span> <span class="o">==</span> <span class="s2">&quot;ums.management.main&quot;</span> <span class="ow">and</span> <span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;SERVE&#39;</span><span class="p">,</span> <span class="s1">&#39;false&#39;</span><span class="p">)</span> <span class="o">==</span> <span class="s1">&#39;true&#39;</span><span class="p">:</span>	
-</span><span id="L-83"><a href="#L-83"><span class="linenos">83</span></a>	<span class="n">main</span> <span class="o">=</span> <span class="n">WebMain</span><span class="p">()</span>
-</span><span id="L-84"><a href="#L-84"><span class="linenos">84</span></a>	<span class="n">app</span> <span class="o">=</span> <span class="n">main</span><span class="o">.</span><span class="n">app</span>
+</span><span id="L-10"><a href="#L-10"><span class="linenos"> 10</span></a>
+</span><span id="L-11"><a href="#L-11"><span class="linenos"> 11</span></a><span class="kn">import</span> <span class="nn">os</span>
+</span><span id="L-12"><a href="#L-12"><span class="linenos"> 12</span></a>
+</span><span id="L-13"><a href="#L-13"><span class="linenos"> 13</span></a><span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">List</span>
+</span><span id="L-14"><a href="#L-14"><span class="linenos"> 14</span></a><span class="kn">from</span> <span class="nn">datetime</span> <span class="kn">import</span> <span class="n">datetime</span>
+</span><span id="L-15"><a href="#L-15"><span class="linenos"> 15</span></a>
+</span><span id="L-16"><a href="#L-16"><span class="linenos"> 16</span></a><span class="kn">from</span> <span class="nn">fastapi</span> <span class="kn">import</span> <span class="n">FastAPI</span><span class="p">,</span> <span class="n">Request</span><span class="p">,</span> <span class="n">BackgroundTasks</span><span class="p">,</span> <span class="n">HTTPException</span>
+</span><span id="L-17"><a href="#L-17"><span class="linenos"> 17</span></a><span class="kn">from</span> <span class="nn">fastapi.responses</span> <span class="kn">import</span> <span class="n">HTMLResponse</span>
+</span><span id="L-18"><a href="#L-18"><span class="linenos"> 18</span></a><span class="kn">from</span> <span class="nn">fastapi.templating</span> <span class="kn">import</span> <span class="n">Jinja2Templates</span>
+</span><span id="L-19"><a href="#L-19"><span class="linenos"> 19</span></a>
+</span><span id="L-20"><a href="#L-20"><span class="linenos"> 20</span></a><span class="kn">from</span> <span class="nn">jinja2.runtime</span> <span class="kn">import</span> <span class="n">Undefined</span> <span class="k">as</span> <span class="n">JinjaUndefined</span>
+</span><span id="L-21"><a href="#L-21"><span class="linenos"> 21</span></a>
+</span><span id="L-22"><a href="#L-22"><span class="linenos"> 22</span></a><span class="kn">from</span> <span class="nn">ums.management.interface</span> <span class="kn">import</span> <span class="n">Interface</span>
+</span><span id="L-23"><a href="#L-23"><span class="linenos"> 23</span></a><span class="kn">from</span> <span class="nn">ums.management.db</span> <span class="kn">import</span> <span class="n">DB</span><span class="p">,</span> <span class="n">MessageDbRow</span>
+</span><span id="L-24"><a href="#L-24"><span class="linenos"> 24</span></a><span class="kn">from</span> <span class="nn">ums.management.process</span> <span class="kn">import</span> <span class="n">MessageProcessor</span>
+</span><span id="L-25"><a href="#L-25"><span class="linenos"> 25</span></a>
+</span><span id="L-26"><a href="#L-26"><span class="linenos"> 26</span></a><span class="kn">from</span> <span class="nn">ums.utils</span> <span class="kn">import</span> <span class="n">AgentMessage</span><span class="p">,</span> <span class="n">AgentResponse</span><span class="p">,</span> <span class="n">TEMPLATE_PATH</span>
+</span><span id="L-27"><a href="#L-27"><span class="linenos"> 27</span></a>
+</span><span id="L-28"><a href="#L-28"><span class="linenos"> 28</span></a><span class="k">class</span> <span class="nc">WebMain</span><span class="p">():</span>
+</span><span id="L-29"><a href="#L-29"><span class="linenos"> 29</span></a>
+</span><span id="L-30"><a href="#L-30"><span class="linenos"> 30</span></a>	<span class="n">_TIME_FORMAT</span> <span class="o">=</span> <span class="s2">&quot;%H:%M:%S </span><span class="si">%d</span><span class="s2">.%m.%Y&quot;</span>
+</span><span id="L-31"><a href="#L-31"><span class="linenos"> 31</span></a>
+</span><span id="L-32"><a href="#L-32"><span class="linenos"> 32</span></a>	<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-33"><a href="#L-33"><span class="linenos"> 33</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_init_app</span><span class="p">()</span>
+</span><span id="L-34"><a href="#L-34"><span class="linenos"> 34</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_init_templates</span><span class="p">()</span>
+</span><span id="L-35"><a href="#L-35"><span class="linenos"> 35</span></a>
+</span><span id="L-36"><a href="#L-36"><span class="linenos"> 36</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">db</span> <span class="o">=</span> <span class="n">DB</span><span class="p">()</span>
+</span><span id="L-37"><a href="#L-37"><span class="linenos"> 37</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">msg_process</span> <span class="o">=</span> <span class="n">MessageProcessor</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="p">)</span>
+</span><span id="L-38"><a href="#L-38"><span class="linenos"> 38</span></a>
+</span><span id="L-39"><a href="#L-39"><span class="linenos"> 39</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_add_routes</span><span class="p">()</span>
+</span><span id="L-40"><a href="#L-40"><span class="linenos"> 40</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_add_routers</span><span class="p">()</span>
+</span><span id="L-41"><a href="#L-41"><span class="linenos"> 41</span></a>
+</span><span id="L-42"><a href="#L-42"><span class="linenos"> 42</span></a>
+</span><span id="L-43"><a href="#L-43"><span class="linenos"> 43</span></a>	<span class="k">def</span> <span class="nf">_init_app</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-44"><a href="#L-44"><span class="linenos"> 44</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">app</span> <span class="o">=</span> <span class="n">FastAPI</span><span class="p">(</span>
+</span><span id="L-45"><a href="#L-45"><span class="linenos"> 45</span></a>			<span class="n">title</span><span class="o">=</span><span class="s2">&quot;Agenten Plattform&quot;</span><span class="p">,</span>
+</span><span id="L-46"><a href="#L-46"><span class="linenos"> 46</span></a>			<span class="n">description</span><span class="o">=</span><span class="s2">&quot;Agenten Plattform – Management&quot;</span><span class="p">,</span>
+</span><span id="L-47"><a href="#L-47"><span class="linenos"> 47</span></a>			<span class="n">openapi_url</span><span class="o">=</span><span class="s2">&quot;/api/schema.json&quot;</span><span class="p">,</span>
+</span><span id="L-48"><a href="#L-48"><span class="linenos"> 48</span></a>			<span class="n">docs_url</span><span class="o">=</span><span class="s1">&#39;/api&#39;</span><span class="p">,</span>
+</span><span id="L-49"><a href="#L-49"><span class="linenos"> 49</span></a>			<span class="n">redoc_url</span><span class="o">=</span><span class="kc">None</span>
+</span><span id="L-50"><a href="#L-50"><span class="linenos"> 50</span></a>		<span class="p">)</span>
+</span><span id="L-51"><a href="#L-51"><span class="linenos"> 51</span></a>
+</span><span id="L-52"><a href="#L-52"><span class="linenos"> 52</span></a>	<span class="k">def</span> <span class="nf">_init_templates</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-53"><a href="#L-53"><span class="linenos"> 53</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">template</span> <span class="o">=</span> <span class="n">Jinja2Templates</span><span class="p">(</span>
+</span><span id="L-54"><a href="#L-54"><span class="linenos"> 54</span></a>			<span class="n">directory</span><span class="o">=</span><span class="n">TEMPLATE_PATH</span><span class="p">,</span>
+</span><span id="L-55"><a href="#L-55"><span class="linenos"> 55</span></a>			<span class="n">auto_reload</span><span class="o">=</span><span class="kc">True</span>
+</span><span id="L-56"><a href="#L-56"><span class="linenos"> 56</span></a>		<span class="p">)</span>
+</span><span id="L-57"><a href="#L-57"><span class="linenos"> 57</span></a>		
+</span><span id="L-58"><a href="#L-58"><span class="linenos"> 58</span></a>		<span class="k">def</span> <span class="nf">timestamp2date</span><span class="p">(</span><span class="n">t</span><span class="p">:</span><span class="nb">int</span><span class="o">|</span><span class="n">JinjaUndefined</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+</span><span id="L-59"><a href="#L-59"><span class="linenos"> 59</span></a>			<span class="k">return</span> <span class="s2">&quot;&quot;</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">JinjaUndefined</span><span class="p">)</span> \
+</span><span id="L-60"><a href="#L-60"><span class="linenos"> 60</span></a>				<span class="k">else</span> <span class="n">datetime</span><span class="o">.</span><span class="n">fromtimestamp</span><span class="p">(</span><span class="n">t</span><span class="p">)</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_TIME_FORMAT</span><span class="p">)</span>
+</span><span id="L-61"><a href="#L-61"><span class="linenos"> 61</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">globals</span><span class="p">[</span><span class="s2">&quot;timestamp2date&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">timestamp2date</span>
+</span><span id="L-62"><a href="#L-62"><span class="linenos"> 62</span></a>
+</span><span id="L-63"><a href="#L-63"><span class="linenos"> 63</span></a>		<span class="k">def</span> <span class="nf">date2timestamp</span><span class="p">(</span><span class="n">d</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="n">JinjaUndefined</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="o">|</span><span class="nb">str</span><span class="p">:</span>
+</span><span id="L-64"><a href="#L-64"><span class="linenos"> 64</span></a>			<span class="k">return</span> <span class="s2">&quot;&quot;</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">d</span><span class="p">,</span> <span class="n">JinjaUndefined</span><span class="p">)</span> \
+</span><span id="L-65"><a href="#L-65"><span class="linenos"> 65</span></a>				<span class="k">else</span> <span class="nb">int</span><span class="p">(</span><span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">d</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_TIME_FORMAT</span><span class="p">)</span><span class="o">.</span><span class="n">timestamp</span><span class="p">())</span>
+</span><span id="L-66"><a href="#L-66"><span class="linenos"> 66</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">globals</span><span class="p">[</span><span class="s2">&quot;date2timestamp&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">date2timestamp</span>
+</span><span id="L-67"><a href="#L-67"><span class="linenos"> 67</span></a>
+</span><span id="L-68"><a href="#L-68"><span class="linenos"> 68</span></a>
+</span><span id="L-69"><a href="#L-69"><span class="linenos"> 69</span></a>	<span class="k">def</span> <span class="nf">_add_routers</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-70"><a href="#L-70"><span class="linenos"> 70</span></a>		<span class="n">interface_router</span> <span class="o">=</span> <span class="n">Interface</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="p">)</span>
+</span><span id="L-71"><a href="#L-71"><span class="linenos"> 71</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">include_router</span><span class="p">(</span><span class="n">interface_router</span><span class="o">.</span><span class="n">router</span><span class="p">)</span>
+</span><span id="L-72"><a href="#L-72"><span class="linenos"> 72</span></a>
+</span><span id="L-73"><a href="#L-73"><span class="linenos"> 73</span></a>	<span class="k">def</span> <span class="nf">_add_routes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="L-74"><a href="#L-74"><span class="linenos"> 74</span></a>
+</span><span id="L-75"><a href="#L-75"><span class="linenos"> 75</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/index&quot;</span><span class="p">,</span> <span class="n">response_class</span><span class="o">=</span><span class="n">HTMLResponse</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Link list&quot;</span><span class="p">)</span>
+</span><span id="L-76"><a href="#L-76"><span class="linenos"> 76</span></a>		<span class="k">def</span> <span class="nf">index</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">):</span>
+</span><span id="L-77"><a href="#L-77"><span class="linenos"> 77</span></a>			<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="o">.</span><span class="n">TemplateResponse</span><span class="p">(</span>
+</span><span id="L-78"><a href="#L-78"><span class="linenos"> 78</span></a>				<span class="s1">&#39;index.html&#39;</span><span class="p">,</span>
+</span><span id="L-79"><a href="#L-79"><span class="linenos"> 79</span></a>				<span class="p">{</span><span class="s2">&quot;request&quot;</span> <span class="p">:</span> <span class="n">request</span><span class="p">}</span>
+</span><span id="L-80"><a href="#L-80"><span class="linenos"> 80</span></a>			<span class="p">)</span>
+</span><span id="L-81"><a href="#L-81"><span class="linenos"> 81</span></a>
+</span><span id="L-82"><a href="#L-82"><span class="linenos"> 82</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">post</span><span class="p">(</span><span class="s2">&quot;/message&quot;</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Send a message to the management&quot;</span><span class="p">,</span> <span class="n">tags</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;agents&#39;</span><span class="p">])</span>
+</span><span id="L-83"><a href="#L-83"><span class="linenos"> 83</span></a>		<span class="k">def</span> <span class="nf">message</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">,</span> <span class="n">message</span><span class="p">:</span><span class="n">AgentMessage</span><span class="p">,</span> <span class="n">background_tasks</span><span class="p">:</span> <span class="n">BackgroundTasks</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">AgentResponse</span><span class="p">:</span>
+</span><span id="L-84"><a href="#L-84"><span class="linenos"> 84</span></a>
+</span><span id="L-85"><a href="#L-85"><span class="linenos"> 85</span></a>			<span class="n">receiver</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">headers</span><span class="p">[</span><span class="s1">&#39;host&#39;</span><span class="p">]</span>
+</span><span id="L-86"><a href="#L-86"><span class="linenos"> 86</span></a>			<span class="k">if</span> <span class="s1">&#39;:&#39;</span> <span class="ow">in</span> <span class="n">receiver</span><span class="p">:</span>
+</span><span id="L-87"><a href="#L-87"><span class="linenos"> 87</span></a>				<span class="n">receiver</span> <span class="o">=</span> <span class="n">receiver</span><span class="p">[:</span><span class="n">receiver</span><span class="o">.</span><span class="n">rindex</span><span class="p">(</span><span class="s1">&#39;:&#39;</span><span class="p">)]</span>
+</span><span id="L-88"><a href="#L-88"><span class="linenos"> 88</span></a>			
+</span><span id="L-89"><a href="#L-89"><span class="linenos"> 89</span></a>			<span class="n">sender</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">headers</span><span class="p">[</span><span class="s1">&#39;x-forwarded-for&#39;</span><span class="p">]</span>
+</span><span id="L-90"><a href="#L-90"><span class="linenos"> 90</span></a>
+</span><span id="L-91"><a href="#L-91"><span class="linenos"> 91</span></a>			<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">msg_process</span><span class="o">.</span><span class="n">new_message</span><span class="p">(</span><span class="n">sender</span><span class="p">,</span> <span class="n">receiver</span><span class="p">,</span> <span class="n">message</span><span class="p">,</span> <span class="n">background_tasks</span><span class="p">)</span>
+</span><span id="L-92"><a href="#L-92"><span class="linenos"> 92</span></a>		
+</span><span id="L-93"><a href="#L-93"><span class="linenos"> 93</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/list&quot;</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Get list of messages (like table)&quot;</span><span class="p">,</span> <span class="n">tags</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;cli, agents&quot;</span><span class="p">])</span>
+</span><span id="L-94"><a href="#L-94"><span class="linenos"> 94</span></a>		<span class="k">def</span> <span class="nf">list</span><span class="p">(</span><span class="nb">id</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">sender</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">recipient</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-95"><a href="#L-95"><span class="linenos"> 95</span></a>			<span class="n">processed</span><span class="p">:</span><span class="nb">bool</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">solution</span><span class="p">:</span><span class="nb">bool</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-96"><a href="#L-96"><span class="linenos"> 96</span></a>			<span class="n">time_after</span><span class="p">:</span><span class="nb">int</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">time_before</span><span class="p">:</span><span class="nb">int</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="L-97"><a href="#L-97"><span class="linenos"> 97</span></a>			<span class="n">limit</span><span class="p">:</span><span class="nb">int</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">offset</span><span class="p">:</span><span class="nb">int</span><span class="o">=</span><span class="mi">0</span>
+</span><span id="L-98"><a href="#L-98"><span class="linenos"> 98</span></a>		<span class="p">)</span> <span class="o">-&gt;</span> <span class="n">List</span><span class="p">[</span><span class="n">MessageDbRow</span><span class="p">]:</span>
+</span><span id="L-99"><a href="#L-99"><span class="linenos"> 99</span></a>
+</span><span id="L-100"><a href="#L-100"><span class="linenos">100</span></a>			<span class="n">db_args</span> <span class="o">=</span> <span class="p">{</span>
+</span><span id="L-101"><a href="#L-101"><span class="linenos">101</span></a>				<span class="s2">&quot;limit&quot;</span> <span class="p">:</span> <span class="n">limit</span><span class="p">,</span>
+</span><span id="L-102"><a href="#L-102"><span class="linenos">102</span></a>				<span class="s2">&quot;offset&quot;</span> <span class="p">:</span> <span class="n">offset</span>
+</span><span id="L-103"><a href="#L-103"><span class="linenos">103</span></a>			<span class="p">}</span>
+</span><span id="L-104"><a href="#L-104"><span class="linenos">104</span></a>
+</span><span id="L-105"><a href="#L-105"><span class="linenos">105</span></a>			<span class="k">for</span> <span class="n">v</span><span class="p">,</span><span class="n">n</span> <span class="ow">in</span> <span class="p">(</span>
+</span><span id="L-106"><a href="#L-106"><span class="linenos">106</span></a>				<span class="p">(</span><span class="nb">id</span><span class="p">,</span><span class="s1">&#39;id&#39;</span><span class="p">),</span> <span class="p">(</span><span class="n">sender</span><span class="p">,</span><span class="s1">&#39;sender&#39;</span><span class="p">),</span> <span class="p">(</span><span class="n">recipient</span><span class="p">,</span><span class="s1">&#39;recipient&#39;</span><span class="p">),</span>
+</span><span id="L-107"><a href="#L-107"><span class="linenos">107</span></a>				<span class="p">(</span><span class="n">processed</span><span class="p">,</span><span class="s1">&#39;processed&#39;</span><span class="p">),</span> <span class="p">(</span><span class="n">solution</span><span class="p">,</span><span class="s1">&#39;solution&#39;</span><span class="p">),</span>
+</span><span id="L-108"><a href="#L-108"><span class="linenos">108</span></a>				<span class="p">(</span><span class="n">time_after</span><span class="p">,</span> <span class="s1">&#39;time_after&#39;</span><span class="p">),</span> <span class="p">(</span><span class="n">time_before</span><span class="p">,</span> <span class="s1">&#39;time_before&#39;</span><span class="p">)</span> 
+</span><span id="L-109"><a href="#L-109"><span class="linenos">109</span></a>			<span class="p">):</span>
+</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a>				<span class="k">if</span> <span class="ow">not</span> <span class="n">v</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a>					<span class="n">db_args</span><span class="p">[</span><span class="n">n</span><span class="p">]</span> <span class="o">=</span> <span class="n">v</span>
+</span><span id="L-112"><a href="#L-112"><span class="linenos">112</span></a>
+</span><span id="L-113"><a href="#L-113"><span class="linenos">113</span></a>			<span class="k">return</span> <span class="p">[</span><span class="n">row</span> <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">iterate</span><span class="p">(</span><span class="o">**</span><span class="n">db_args</span><span class="p">)]</span>
+</span><span id="L-114"><a href="#L-114"><span class="linenos">114</span></a>
+</span><span id="L-115"><a href="#L-115"><span class="linenos">115</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/list/single&quot;</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Get a single message&quot;</span><span class="p">,</span> <span class="n">tags</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;cli, agents&quot;</span><span class="p">])</span>
+</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a>		<span class="k">def</span> <span class="nf">status</span><span class="p">(</span><span class="n">count</span><span class="p">:</span><span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">MessageDbRow</span><span class="p">:</span>
+</span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a>			<span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">by_count</span><span class="p">(</span><span class="n">count</span><span class="p">)</span>
+</span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a>			<span class="k">if</span> <span class="n">msg</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a>				<span class="k">raise</span> <span class="n">HTTPException</span><span class="p">(</span><span class="n">status_code</span><span class="o">=</span><span class="mi">404</span><span class="p">,</span> <span class="n">detail</span><span class="o">=</span><span class="s2">&quot;Message not found&quot;</span><span class="p">)</span>
+</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a>			
+</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a>			<span class="k">return</span> <span class="n">msg</span>
+</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a>		
+</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a><span class="k">if</span> <span class="vm">__name__</span> <span class="o">==</span> <span class="s2">&quot;ums.management.main&quot;</span> <span class="ow">and</span> <span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;SERVE&#39;</span><span class="p">,</span> <span class="s1">&#39;false&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s1">&#39;true&#39;</span><span class="p">:</span>	
+</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a>	<span class="n">main</span> <span class="o">=</span> <span class="n">WebMain</span><span class="p">()</span>
+</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a>	<span class="n">app</span> <span class="o">=</span> <span class="n">main</span><span class="o">.</span><span class="n">app</span>
 </span></pre></div>
 
 
@@ -161,66 +205,100 @@
 
     </div>
     <a class="headerlink" href="#WebMain"></a>
-            <div class="pdoc-code codehilite"><pre><span></span><span id="WebMain-22"><a href="#WebMain-22"><span class="linenos">22</span></a><span class="k">class</span> <span class="nc">WebMain</span><span class="p">():</span>
-</span><span id="WebMain-23"><a href="#WebMain-23"><span class="linenos">23</span></a>
-</span><span id="WebMain-24"><a href="#WebMain-24"><span class="linenos">24</span></a>	<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
-</span><span id="WebMain-25"><a href="#WebMain-25"><span class="linenos">25</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_init_app</span><span class="p">()</span>
-</span><span id="WebMain-26"><a href="#WebMain-26"><span class="linenos">26</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_init_templates</span><span class="p">()</span>
-</span><span id="WebMain-27"><a href="#WebMain-27"><span class="linenos">27</span></a>
-</span><span id="WebMain-28"><a href="#WebMain-28"><span class="linenos">28</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">db</span> <span class="o">=</span> <span class="n">DB</span><span class="p">()</span>
-</span><span id="WebMain-29"><a href="#WebMain-29"><span class="linenos">29</span></a>
-</span><span id="WebMain-30"><a href="#WebMain-30"><span class="linenos">30</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_add_routes</span><span class="p">()</span>
-</span><span id="WebMain-31"><a href="#WebMain-31"><span class="linenos">31</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_add_routers</span><span class="p">()</span>
-</span><span id="WebMain-32"><a href="#WebMain-32"><span class="linenos">32</span></a>
-</span><span id="WebMain-33"><a href="#WebMain-33"><span class="linenos">33</span></a>
-</span><span id="WebMain-34"><a href="#WebMain-34"><span class="linenos">34</span></a>	<span class="k">def</span> <span class="nf">_init_app</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
-</span><span id="WebMain-35"><a href="#WebMain-35"><span class="linenos">35</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">app</span> <span class="o">=</span> <span class="n">FastAPI</span><span class="p">(</span>
-</span><span id="WebMain-36"><a href="#WebMain-36"><span class="linenos">36</span></a>			<span class="n">title</span><span class="o">=</span><span class="s2">&quot;Agenten Plattform&quot;</span><span class="p">,</span>
-</span><span id="WebMain-37"><a href="#WebMain-37"><span class="linenos">37</span></a>			<span class="n">description</span><span class="o">=</span><span class="s2">&quot;Agenten Plattform – Management&quot;</span><span class="p">,</span>
-</span><span id="WebMain-38"><a href="#WebMain-38"><span class="linenos">38</span></a>			<span class="n">openapi_url</span><span class="o">=</span><span class="s2">&quot;/api/schema.json&quot;</span><span class="p">,</span>
-</span><span id="WebMain-39"><a href="#WebMain-39"><span class="linenos">39</span></a>			<span class="n">docs_url</span><span class="o">=</span><span class="s1">&#39;/api&#39;</span><span class="p">,</span>
-</span><span id="WebMain-40"><a href="#WebMain-40"><span class="linenos">40</span></a>			<span class="n">redoc_url</span><span class="o">=</span><span class="kc">None</span>
-</span><span id="WebMain-41"><a href="#WebMain-41"><span class="linenos">41</span></a>		<span class="p">)</span>
-</span><span id="WebMain-42"><a href="#WebMain-42"><span class="linenos">42</span></a>
-</span><span id="WebMain-43"><a href="#WebMain-43"><span class="linenos">43</span></a>	<span class="k">def</span> <span class="nf">_init_templates</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
-</span><span id="WebMain-44"><a href="#WebMain-44"><span class="linenos">44</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">template</span> <span class="o">=</span> <span class="n">Jinja2Templates</span><span class="p">(</span>
-</span><span id="WebMain-45"><a href="#WebMain-45"><span class="linenos">45</span></a>			<span class="n">directory</span><span class="o">=</span><span class="n">TEMPLATE_PATH</span><span class="p">,</span>
-</span><span id="WebMain-46"><a href="#WebMain-46"><span class="linenos">46</span></a>			<span class="n">auto_reload</span><span class="o">=</span><span class="kc">True</span>
-</span><span id="WebMain-47"><a href="#WebMain-47"><span class="linenos">47</span></a>		<span class="p">)</span>
-</span><span id="WebMain-48"><a href="#WebMain-48"><span class="linenos">48</span></a>
-</span><span id="WebMain-49"><a href="#WebMain-49"><span class="linenos">49</span></a>	<span class="k">def</span> <span class="nf">_add_routers</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
-</span><span id="WebMain-50"><a href="#WebMain-50"><span class="linenos">50</span></a>		<span class="n">interface_router</span> <span class="o">=</span> <span class="n">Interface</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="p">)</span>
-</span><span id="WebMain-51"><a href="#WebMain-51"><span class="linenos">51</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">include_router</span><span class="p">(</span><span class="n">interface_router</span><span class="o">.</span><span class="n">router</span><span class="p">)</span>
-</span><span id="WebMain-52"><a href="#WebMain-52"><span class="linenos">52</span></a>
-</span><span id="WebMain-53"><a href="#WebMain-53"><span class="linenos">53</span></a>
-</span><span id="WebMain-54"><a href="#WebMain-54"><span class="linenos">54</span></a>	<span class="k">def</span> <span class="nf">_add_routes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
-</span><span id="WebMain-55"><a href="#WebMain-55"><span class="linenos">55</span></a>		
-</span><span id="WebMain-56"><a href="#WebMain-56"><span class="linenos">56</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/test&quot;</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Test&quot;</span><span class="p">)</span>
-</span><span id="WebMain-57"><a href="#WebMain-57"><span class="linenos">57</span></a>		<span class="k">def</span> <span class="nf">huhu</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">AgentMessage</span><span class="p">:</span>
-</span><span id="WebMain-58"><a href="#WebMain-58"><span class="linenos">58</span></a>			<span class="n">ex</span> <span class="o">=</span> <span class="n">AgentMessage</span><span class="p">(</span>
-</span><span id="WebMain-59"><a href="#WebMain-59"><span class="linenos">59</span></a>					<span class="nb">id</span><span class="o">=</span><span class="s2">&quot;ex1&quot;</span><span class="p">,</span>
-</span><span id="WebMain-60"><a href="#WebMain-60"><span class="linenos">60</span></a>					<span class="n">riddle</span><span class="o">=</span><span class="p">{</span>
-</span><span id="WebMain-61"><a href="#WebMain-61"><span class="linenos">61</span></a>						<span class="s2">&quot;context&quot;</span><span class="p">:</span><span class="s2">&quot;Example 1&quot;</span><span class="p">,</span>
-</span><span id="WebMain-62"><a href="#WebMain-62"><span class="linenos">62</span></a>						<span class="s2">&quot;question&quot;</span><span class="p">:</span><span class="s2">&quot;Get the name of the person.&quot;</span>
-</span><span id="WebMain-63"><a href="#WebMain-63"><span class="linenos">63</span></a>					<span class="p">},</span>
-</span><span id="WebMain-64"><a href="#WebMain-64"><span class="linenos">64</span></a>					<span class="n">data</span><span class="o">=</span><span class="p">[</span>
-</span><span id="WebMain-65"><a href="#WebMain-65"><span class="linenos">65</span></a>						<span class="n">RiddleData</span><span class="p">(</span>
-</span><span id="WebMain-66"><a href="#WebMain-66"><span class="linenos">66</span></a>							<span class="nb">type</span><span class="o">=</span><span class="n">RiddleDataType</span><span class="o">.</span><span class="n">TEXT</span><span class="p">,</span>
-</span><span id="WebMain-67"><a href="#WebMain-67"><span class="linenos">67</span></a>							<span class="n">file_plain</span><span class="o">=</span><span class="s2">&quot;./cv.txt&quot;</span>
-</span><span id="WebMain-68"><a href="#WebMain-68"><span class="linenos">68</span></a>						<span class="p">)</span>
-</span><span id="WebMain-69"><a href="#WebMain-69"><span class="linenos">69</span></a>					<span class="p">]</span>
-</span><span id="WebMain-70"><a href="#WebMain-70"><span class="linenos">70</span></a>				<span class="p">)</span>
-</span><span id="WebMain-71"><a href="#WebMain-71"><span class="linenos">71</span></a>			<span class="n">ex</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">extract</span><span class="o">.</span><span class="n">required</span> <span class="o">=</span> <span class="kc">False</span>
-</span><span id="WebMain-72"><a href="#WebMain-72"><span class="linenos">72</span></a>
-</span><span id="WebMain-73"><a href="#WebMain-73"><span class="linenos">73</span></a>			<span class="n">ex</span><span class="o">.</span><span class="n">solution</span> <span class="o">=</span> <span class="n">RiddleSolution</span><span class="p">(</span>
-</span><span id="WebMain-74"><a href="#WebMain-74"><span class="linenos">74</span></a>				<span class="n">solution</span><span class="o">=</span><span class="s2">&quot;Otto&quot;</span><span class="p">,</span>
-</span><span id="WebMain-75"><a href="#WebMain-75"><span class="linenos">75</span></a>				<span class="n">explanation</span><span class="o">=</span><span class="s2">&quot;Written in line 6 after &#39;Name:&#39;&quot;</span>
-</span><span id="WebMain-76"><a href="#WebMain-76"><span class="linenos">76</span></a>			<span class="p">)</span>
-</span><span id="WebMain-77"><a href="#WebMain-77"><span class="linenos">77</span></a>
-</span><span id="WebMain-78"><a href="#WebMain-78"><span class="linenos">78</span></a>			<span class="n">ins_count</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">add_message</span><span class="p">(</span><span class="s1">&#39;from&#39;</span><span class="p">,</span> <span class="s1">&#39;to&#39;</span><span class="p">,</span> <span class="n">ex</span><span class="p">)</span>
-</span><span id="WebMain-79"><a href="#WebMain-79"><span class="linenos">79</span></a>			<span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">set_processed</span><span class="p">(</span><span class="n">ins_count</span><span class="p">)</span>
-</span><span id="WebMain-80"><a href="#WebMain-80"><span class="linenos">80</span></a>
-</span><span id="WebMain-81"><a href="#WebMain-81"><span class="linenos">81</span></a>			<span class="k">return</span> <span class="n">ex</span>
+            <div class="pdoc-code codehilite"><pre><span></span><span id="WebMain-29"><a href="#WebMain-29"><span class="linenos"> 29</span></a><span class="k">class</span> <span class="nc">WebMain</span><span class="p">():</span>
+</span><span id="WebMain-30"><a href="#WebMain-30"><span class="linenos"> 30</span></a>
+</span><span id="WebMain-31"><a href="#WebMain-31"><span class="linenos"> 31</span></a>	<span class="n">_TIME_FORMAT</span> <span class="o">=</span> <span class="s2">&quot;%H:%M:%S </span><span class="si">%d</span><span class="s2">.%m.%Y&quot;</span>
+</span><span id="WebMain-32"><a href="#WebMain-32"><span class="linenos"> 32</span></a>
+</span><span id="WebMain-33"><a href="#WebMain-33"><span class="linenos"> 33</span></a>	<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="WebMain-34"><a href="#WebMain-34"><span class="linenos"> 34</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_init_app</span><span class="p">()</span>
+</span><span id="WebMain-35"><a href="#WebMain-35"><span class="linenos"> 35</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_init_templates</span><span class="p">()</span>
+</span><span id="WebMain-36"><a href="#WebMain-36"><span class="linenos"> 36</span></a>
+</span><span id="WebMain-37"><a href="#WebMain-37"><span class="linenos"> 37</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">db</span> <span class="o">=</span> <span class="n">DB</span><span class="p">()</span>
+</span><span id="WebMain-38"><a href="#WebMain-38"><span class="linenos"> 38</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">msg_process</span> <span class="o">=</span> <span class="n">MessageProcessor</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="p">)</span>
+</span><span id="WebMain-39"><a href="#WebMain-39"><span class="linenos"> 39</span></a>
+</span><span id="WebMain-40"><a href="#WebMain-40"><span class="linenos"> 40</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_add_routes</span><span class="p">()</span>
+</span><span id="WebMain-41"><a href="#WebMain-41"><span class="linenos"> 41</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">_add_routers</span><span class="p">()</span>
+</span><span id="WebMain-42"><a href="#WebMain-42"><span class="linenos"> 42</span></a>
+</span><span id="WebMain-43"><a href="#WebMain-43"><span class="linenos"> 43</span></a>
+</span><span id="WebMain-44"><a href="#WebMain-44"><span class="linenos"> 44</span></a>	<span class="k">def</span> <span class="nf">_init_app</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="WebMain-45"><a href="#WebMain-45"><span class="linenos"> 45</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">app</span> <span class="o">=</span> <span class="n">FastAPI</span><span class="p">(</span>
+</span><span id="WebMain-46"><a href="#WebMain-46"><span class="linenos"> 46</span></a>			<span class="n">title</span><span class="o">=</span><span class="s2">&quot;Agenten Plattform&quot;</span><span class="p">,</span>
+</span><span id="WebMain-47"><a href="#WebMain-47"><span class="linenos"> 47</span></a>			<span class="n">description</span><span class="o">=</span><span class="s2">&quot;Agenten Plattform – Management&quot;</span><span class="p">,</span>
+</span><span id="WebMain-48"><a href="#WebMain-48"><span class="linenos"> 48</span></a>			<span class="n">openapi_url</span><span class="o">=</span><span class="s2">&quot;/api/schema.json&quot;</span><span class="p">,</span>
+</span><span id="WebMain-49"><a href="#WebMain-49"><span class="linenos"> 49</span></a>			<span class="n">docs_url</span><span class="o">=</span><span class="s1">&#39;/api&#39;</span><span class="p">,</span>
+</span><span id="WebMain-50"><a href="#WebMain-50"><span class="linenos"> 50</span></a>			<span class="n">redoc_url</span><span class="o">=</span><span class="kc">None</span>
+</span><span id="WebMain-51"><a href="#WebMain-51"><span class="linenos"> 51</span></a>		<span class="p">)</span>
+</span><span id="WebMain-52"><a href="#WebMain-52"><span class="linenos"> 52</span></a>
+</span><span id="WebMain-53"><a href="#WebMain-53"><span class="linenos"> 53</span></a>	<span class="k">def</span> <span class="nf">_init_templates</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="WebMain-54"><a href="#WebMain-54"><span class="linenos"> 54</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">template</span> <span class="o">=</span> <span class="n">Jinja2Templates</span><span class="p">(</span>
+</span><span id="WebMain-55"><a href="#WebMain-55"><span class="linenos"> 55</span></a>			<span class="n">directory</span><span class="o">=</span><span class="n">TEMPLATE_PATH</span><span class="p">,</span>
+</span><span id="WebMain-56"><a href="#WebMain-56"><span class="linenos"> 56</span></a>			<span class="n">auto_reload</span><span class="o">=</span><span class="kc">True</span>
+</span><span id="WebMain-57"><a href="#WebMain-57"><span class="linenos"> 57</span></a>		<span class="p">)</span>
+</span><span id="WebMain-58"><a href="#WebMain-58"><span class="linenos"> 58</span></a>		
+</span><span id="WebMain-59"><a href="#WebMain-59"><span class="linenos"> 59</span></a>		<span class="k">def</span> <span class="nf">timestamp2date</span><span class="p">(</span><span class="n">t</span><span class="p">:</span><span class="nb">int</span><span class="o">|</span><span class="n">JinjaUndefined</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+</span><span id="WebMain-60"><a href="#WebMain-60"><span class="linenos"> 60</span></a>			<span class="k">return</span> <span class="s2">&quot;&quot;</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">JinjaUndefined</span><span class="p">)</span> \
+</span><span id="WebMain-61"><a href="#WebMain-61"><span class="linenos"> 61</span></a>				<span class="k">else</span> <span class="n">datetime</span><span class="o">.</span><span class="n">fromtimestamp</span><span class="p">(</span><span class="n">t</span><span class="p">)</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_TIME_FORMAT</span><span class="p">)</span>
+</span><span id="WebMain-62"><a href="#WebMain-62"><span class="linenos"> 62</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">globals</span><span class="p">[</span><span class="s2">&quot;timestamp2date&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">timestamp2date</span>
+</span><span id="WebMain-63"><a href="#WebMain-63"><span class="linenos"> 63</span></a>
+</span><span id="WebMain-64"><a href="#WebMain-64"><span class="linenos"> 64</span></a>		<span class="k">def</span> <span class="nf">date2timestamp</span><span class="p">(</span><span class="n">d</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="n">JinjaUndefined</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="o">|</span><span class="nb">str</span><span class="p">:</span>
+</span><span id="WebMain-65"><a href="#WebMain-65"><span class="linenos"> 65</span></a>			<span class="k">return</span> <span class="s2">&quot;&quot;</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">d</span><span class="p">,</span> <span class="n">JinjaUndefined</span><span class="p">)</span> \
+</span><span id="WebMain-66"><a href="#WebMain-66"><span class="linenos"> 66</span></a>				<span class="k">else</span> <span class="nb">int</span><span class="p">(</span><span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">d</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_TIME_FORMAT</span><span class="p">)</span><span class="o">.</span><span class="n">timestamp</span><span class="p">())</span>
+</span><span id="WebMain-67"><a href="#WebMain-67"><span class="linenos"> 67</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">globals</span><span class="p">[</span><span class="s2">&quot;date2timestamp&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">date2timestamp</span>
+</span><span id="WebMain-68"><a href="#WebMain-68"><span class="linenos"> 68</span></a>
+</span><span id="WebMain-69"><a href="#WebMain-69"><span class="linenos"> 69</span></a>
+</span><span id="WebMain-70"><a href="#WebMain-70"><span class="linenos"> 70</span></a>	<span class="k">def</span> <span class="nf">_add_routers</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="WebMain-71"><a href="#WebMain-71"><span class="linenos"> 71</span></a>		<span class="n">interface_router</span> <span class="o">=</span> <span class="n">Interface</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="p">)</span>
+</span><span id="WebMain-72"><a href="#WebMain-72"><span class="linenos"> 72</span></a>		<span class="bp">self</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">include_router</span><span class="p">(</span><span class="n">interface_router</span><span class="o">.</span><span class="n">router</span><span class="p">)</span>
+</span><span id="WebMain-73"><a href="#WebMain-73"><span class="linenos"> 73</span></a>
+</span><span id="WebMain-74"><a href="#WebMain-74"><span class="linenos"> 74</span></a>	<span class="k">def</span> <span class="nf">_add_routes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+</span><span id="WebMain-75"><a href="#WebMain-75"><span class="linenos"> 75</span></a>
+</span><span id="WebMain-76"><a href="#WebMain-76"><span class="linenos"> 76</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/index&quot;</span><span class="p">,</span> <span class="n">response_class</span><span class="o">=</span><span class="n">HTMLResponse</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Link list&quot;</span><span class="p">)</span>
+</span><span id="WebMain-77"><a href="#WebMain-77"><span class="linenos"> 77</span></a>		<span class="k">def</span> <span class="nf">index</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">):</span>
+</span><span id="WebMain-78"><a href="#WebMain-78"><span class="linenos"> 78</span></a>			<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">template</span><span class="o">.</span><span class="n">TemplateResponse</span><span class="p">(</span>
+</span><span id="WebMain-79"><a href="#WebMain-79"><span class="linenos"> 79</span></a>				<span class="s1">&#39;index.html&#39;</span><span class="p">,</span>
+</span><span id="WebMain-80"><a href="#WebMain-80"><span class="linenos"> 80</span></a>				<span class="p">{</span><span class="s2">&quot;request&quot;</span> <span class="p">:</span> <span class="n">request</span><span class="p">}</span>
+</span><span id="WebMain-81"><a href="#WebMain-81"><span class="linenos"> 81</span></a>			<span class="p">)</span>
+</span><span id="WebMain-82"><a href="#WebMain-82"><span class="linenos"> 82</span></a>
+</span><span id="WebMain-83"><a href="#WebMain-83"><span class="linenos"> 83</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">post</span><span class="p">(</span><span class="s2">&quot;/message&quot;</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Send a message to the management&quot;</span><span class="p">,</span> <span class="n">tags</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;agents&#39;</span><span class="p">])</span>
+</span><span id="WebMain-84"><a href="#WebMain-84"><span class="linenos"> 84</span></a>		<span class="k">def</span> <span class="nf">message</span><span class="p">(</span><span class="n">request</span><span class="p">:</span> <span class="n">Request</span><span class="p">,</span> <span class="n">message</span><span class="p">:</span><span class="n">AgentMessage</span><span class="p">,</span> <span class="n">background_tasks</span><span class="p">:</span> <span class="n">BackgroundTasks</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">AgentResponse</span><span class="p">:</span>
+</span><span id="WebMain-85"><a href="#WebMain-85"><span class="linenos"> 85</span></a>
+</span><span id="WebMain-86"><a href="#WebMain-86"><span class="linenos"> 86</span></a>			<span class="n">receiver</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">headers</span><span class="p">[</span><span class="s1">&#39;host&#39;</span><span class="p">]</span>
+</span><span id="WebMain-87"><a href="#WebMain-87"><span class="linenos"> 87</span></a>			<span class="k">if</span> <span class="s1">&#39;:&#39;</span> <span class="ow">in</span> <span class="n">receiver</span><span class="p">:</span>
+</span><span id="WebMain-88"><a href="#WebMain-88"><span class="linenos"> 88</span></a>				<span class="n">receiver</span> <span class="o">=</span> <span class="n">receiver</span><span class="p">[:</span><span class="n">receiver</span><span class="o">.</span><span class="n">rindex</span><span class="p">(</span><span class="s1">&#39;:&#39;</span><span class="p">)]</span>
+</span><span id="WebMain-89"><a href="#WebMain-89"><span class="linenos"> 89</span></a>			
+</span><span id="WebMain-90"><a href="#WebMain-90"><span class="linenos"> 90</span></a>			<span class="n">sender</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">headers</span><span class="p">[</span><span class="s1">&#39;x-forwarded-for&#39;</span><span class="p">]</span>
+</span><span id="WebMain-91"><a href="#WebMain-91"><span class="linenos"> 91</span></a>
+</span><span id="WebMain-92"><a href="#WebMain-92"><span class="linenos"> 92</span></a>			<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">msg_process</span><span class="o">.</span><span class="n">new_message</span><span class="p">(</span><span class="n">sender</span><span class="p">,</span> <span class="n">receiver</span><span class="p">,</span> <span class="n">message</span><span class="p">,</span> <span class="n">background_tasks</span><span class="p">)</span>
+</span><span id="WebMain-93"><a href="#WebMain-93"><span class="linenos"> 93</span></a>		
+</span><span id="WebMain-94"><a href="#WebMain-94"><span class="linenos"> 94</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/list&quot;</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Get list of messages (like table)&quot;</span><span class="p">,</span> <span class="n">tags</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;cli, agents&quot;</span><span class="p">])</span>
+</span><span id="WebMain-95"><a href="#WebMain-95"><span class="linenos"> 95</span></a>		<span class="k">def</span> <span class="nf">list</span><span class="p">(</span><span class="nb">id</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">sender</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">recipient</span><span class="p">:</span><span class="nb">str</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="WebMain-96"><a href="#WebMain-96"><span class="linenos"> 96</span></a>			<span class="n">processed</span><span class="p">:</span><span class="nb">bool</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">solution</span><span class="p">:</span><span class="nb">bool</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="WebMain-97"><a href="#WebMain-97"><span class="linenos"> 97</span></a>			<span class="n">time_after</span><span class="p">:</span><span class="nb">int</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">time_before</span><span class="p">:</span><span class="nb">int</span><span class="o">|</span><span class="kc">None</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+</span><span id="WebMain-98"><a href="#WebMain-98"><span class="linenos"> 98</span></a>			<span class="n">limit</span><span class="p">:</span><span class="nb">int</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">offset</span><span class="p">:</span><span class="nb">int</span><span class="o">=</span><span class="mi">0</span>
+</span><span id="WebMain-99"><a href="#WebMain-99"><span class="linenos"> 99</span></a>		<span class="p">)</span> <span class="o">-&gt;</span> <span class="n">List</span><span class="p">[</span><span class="n">MessageDbRow</span><span class="p">]:</span>
+</span><span id="WebMain-100"><a href="#WebMain-100"><span class="linenos">100</span></a>
+</span><span id="WebMain-101"><a href="#WebMain-101"><span class="linenos">101</span></a>			<span class="n">db_args</span> <span class="o">=</span> <span class="p">{</span>
+</span><span id="WebMain-102"><a href="#WebMain-102"><span class="linenos">102</span></a>				<span class="s2">&quot;limit&quot;</span> <span class="p">:</span> <span class="n">limit</span><span class="p">,</span>
+</span><span id="WebMain-103"><a href="#WebMain-103"><span class="linenos">103</span></a>				<span class="s2">&quot;offset&quot;</span> <span class="p">:</span> <span class="n">offset</span>
+</span><span id="WebMain-104"><a href="#WebMain-104"><span class="linenos">104</span></a>			<span class="p">}</span>
+</span><span id="WebMain-105"><a href="#WebMain-105"><span class="linenos">105</span></a>
+</span><span id="WebMain-106"><a href="#WebMain-106"><span class="linenos">106</span></a>			<span class="k">for</span> <span class="n">v</span><span class="p">,</span><span class="n">n</span> <span class="ow">in</span> <span class="p">(</span>
+</span><span id="WebMain-107"><a href="#WebMain-107"><span class="linenos">107</span></a>				<span class="p">(</span><span class="nb">id</span><span class="p">,</span><span class="s1">&#39;id&#39;</span><span class="p">),</span> <span class="p">(</span><span class="n">sender</span><span class="p">,</span><span class="s1">&#39;sender&#39;</span><span class="p">),</span> <span class="p">(</span><span class="n">recipient</span><span class="p">,</span><span class="s1">&#39;recipient&#39;</span><span class="p">),</span>
+</span><span id="WebMain-108"><a href="#WebMain-108"><span class="linenos">108</span></a>				<span class="p">(</span><span class="n">processed</span><span class="p">,</span><span class="s1">&#39;processed&#39;</span><span class="p">),</span> <span class="p">(</span><span class="n">solution</span><span class="p">,</span><span class="s1">&#39;solution&#39;</span><span class="p">),</span>
+</span><span id="WebMain-109"><a href="#WebMain-109"><span class="linenos">109</span></a>				<span class="p">(</span><span class="n">time_after</span><span class="p">,</span> <span class="s1">&#39;time_after&#39;</span><span class="p">),</span> <span class="p">(</span><span class="n">time_before</span><span class="p">,</span> <span class="s1">&#39;time_before&#39;</span><span class="p">)</span> 
+</span><span id="WebMain-110"><a href="#WebMain-110"><span class="linenos">110</span></a>			<span class="p">):</span>
+</span><span id="WebMain-111"><a href="#WebMain-111"><span class="linenos">111</span></a>				<span class="k">if</span> <span class="ow">not</span> <span class="n">v</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="WebMain-112"><a href="#WebMain-112"><span class="linenos">112</span></a>					<span class="n">db_args</span><span class="p">[</span><span class="n">n</span><span class="p">]</span> <span class="o">=</span> <span class="n">v</span>
+</span><span id="WebMain-113"><a href="#WebMain-113"><span class="linenos">113</span></a>
+</span><span id="WebMain-114"><a href="#WebMain-114"><span class="linenos">114</span></a>			<span class="k">return</span> <span class="p">[</span><span class="n">row</span> <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">iterate</span><span class="p">(</span><span class="o">**</span><span class="n">db_args</span><span class="p">)]</span>
+</span><span id="WebMain-115"><a href="#WebMain-115"><span class="linenos">115</span></a>
+</span><span id="WebMain-116"><a href="#WebMain-116"><span class="linenos">116</span></a>		<span class="nd">@self</span><span class="o">.</span><span class="n">app</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/list/single&quot;</span><span class="p">,</span> <span class="n">summary</span><span class="o">=</span><span class="s2">&quot;Get a single message&quot;</span><span class="p">,</span> <span class="n">tags</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;cli, agents&quot;</span><span class="p">])</span>
+</span><span id="WebMain-117"><a href="#WebMain-117"><span class="linenos">117</span></a>		<span class="k">def</span> <span class="nf">status</span><span class="p">(</span><span class="n">count</span><span class="p">:</span><span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">MessageDbRow</span><span class="p">:</span>
+</span><span id="WebMain-118"><a href="#WebMain-118"><span class="linenos">118</span></a>			<span class="n">msg</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">by_count</span><span class="p">(</span><span class="n">count</span><span class="p">)</span>
+</span><span id="WebMain-119"><a href="#WebMain-119"><span class="linenos">119</span></a>			<span class="k">if</span> <span class="n">msg</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+</span><span id="WebMain-120"><a href="#WebMain-120"><span class="linenos">120</span></a>				<span class="k">raise</span> <span class="n">HTTPException</span><span class="p">(</span><span class="n">status_code</span><span class="o">=</span><span class="mi">404</span><span class="p">,</span> <span class="n">detail</span><span class="o">=</span><span class="s2">&quot;Message not found&quot;</span><span class="p">)</span>
+</span><span id="WebMain-121"><a href="#WebMain-121"><span class="linenos">121</span></a>			
+</span><span id="WebMain-122"><a href="#WebMain-122"><span class="linenos">122</span></a>			<span class="k">return</span> <span class="n">msg</span>
 </span></pre></div>
 
 
@@ -236,6 +314,17 @@
     
     
 
+                            </div>
+                            <div id="WebMain.msg_process" class="classattr">
+                                <div class="attr variable">
+            <span class="name">msg_process</span>
+
+        
+    </div>
+    <a class="headerlink" href="#WebMain.msg_process"></a>
+    
+    
+
                             </div>
                 </section>
     </main>

web/public/docs/ums/utils.html

@@ -32,9 +32,19 @@
             <h2>Submodules</h2>
             <ul>
                     <li><a href="utils/const.html">const</a></li>
+                    <li><a href="utils/functions.html">functions</a></li>
+                    <li><a href="utils/request.html">request</a></li>
+                    <li><a href="utils/schema.html">schema</a></li>
                     <li><a href="utils/types.html">types</a></li>
             </ul>
 
+            <h2>API Documentation</h2>
+                <ul class="memberlist">
+            <li>
+                    <a class="variable" href="#logger">logger</a>
+            </li>
+    </ul>
+
 
 
         <a class="attribution" title="pdoc: Python API documentation generator" href="https://pdoc.dev" target="_blank">
@@ -64,20 +74,57 @@
 </span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a><span class="c1"># source code released under the terms of GNU Public License Version 3</span>
 </span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a><span class="c1"># https://www.gnu.org/licenses/gpl-3.0.txt</span>
 </span><span id="L-10"><a href="#L-10"><span class="linenos">10</span></a>
-</span><span id="L-11"><a href="#L-11"><span class="linenos">11</span></a><span class="kn">from</span> <span class="nn">ums.utils.types</span> <span class="kn">import</span> <span class="p">(</span>
-</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a>	<span class="n">RiddleInformation</span><span class="p">,</span>
-</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a>		<span class="n">AgentMessage</span><span class="p">,</span>
-</span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a>			<span class="n">Riddle</span><span class="p">,</span>
-</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a>			<span class="n">RiddleSolution</span><span class="p">,</span>
-</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a>			<span class="n">RiddleData</span><span class="p">,</span> 
-</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a>				<span class="n">RiddleDataType</span><span class="p">,</span>
-</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a>			<span class="n">RiddleStatus</span>
-</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a><span class="p">)</span>
-</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a>
-</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a><span class="kn">from</span> <span class="nn">ums.utils.const</span> <span class="kn">import</span> <span class="o">*</span>
+</span><span id="L-11"><a href="#L-11"><span class="linenos">11</span></a><span class="kn">from</span> <span class="nn">ums.utils.const</span> <span class="kn">import</span> <span class="o">*</span>
+</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a>
+</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a><span class="kn">import</span> <span class="nn">logging</span><span class="o">,</span> <span class="nn">os</span>
+</span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a><span class="k">if</span> <span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;SERVE&#39;</span><span class="p">,</span> <span class="s1">&#39;false&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s1">&#39;true&#39;</span><span class="p">:</span>
+</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a>	<span class="n">logging</span><span class="o">.</span><span class="n">basicConfig</span><span class="p">(</span>
+</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a>		<span class="n">handlers</span><span class="o">=</span><span class="p">[</span>
+</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a>			<span class="n">logging</span><span class="o">.</span><span class="n">FileHandler</span><span class="p">(</span><span class="n">LOG_FILE</span><span class="p">),</span>
+</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a>			<span class="n">logging</span><span class="o">.</span><span class="n">StreamHandler</span><span class="p">()</span>
+</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a>		<span class="p">],</span>
+</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a>		<span class="n">level</span><span class="o">=</span><span class="n">LOG_LEVEL</span><span class="p">,</span>
+</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a>		<span class="nb">format</span><span class="o">=</span><span class="s1">&#39;</span><span class="si">%(asctime)s</span><span class="s1"> </span><span class="si">%(levelname)s</span><span class="s1"> </span><span class="si">%(name)s</span><span class="s1">: </span><span class="si">%(message)s</span><span class="s1">&#39;</span><span class="p">,</span>
+</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a>		<span class="n">datefmt</span><span class="o">=</span><span class="s1">&#39;%Y-%m-</span><span class="si">%d</span><span class="s1"> %H:%M:%S&#39;</span>
+</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a>	<span class="p">)</span>
+</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a><span class="n">logger</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="s1">&#39;UMS Agenten&#39;</span><span class="p">)</span>
+</span><span id="L-25"><a href="#L-25"><span class="linenos">25</span></a>
+</span><span id="L-26"><a href="#L-26"><span class="linenos">26</span></a><span class="kn">from</span> <span class="nn">ums.utils.types</span> <span class="kn">import</span> <span class="p">(</span>
+</span><span id="L-27"><a href="#L-27"><span class="linenos">27</span></a>	<span class="n">RiddleInformation</span><span class="p">,</span>
+</span><span id="L-28"><a href="#L-28"><span class="linenos">28</span></a>		<span class="n">AgentMessage</span><span class="p">,</span>
+</span><span id="L-29"><a href="#L-29"><span class="linenos">29</span></a>			<span class="n">Riddle</span><span class="p">,</span>
+</span><span id="L-30"><a href="#L-30"><span class="linenos">30</span></a>			<span class="n">RiddleSolution</span><span class="p">,</span>
+</span><span id="L-31"><a href="#L-31"><span class="linenos">31</span></a>			<span class="n">RiddleData</span><span class="p">,</span> 
+</span><span id="L-32"><a href="#L-32"><span class="linenos">32</span></a>				<span class="n">RiddleDataType</span><span class="p">,</span>
+</span><span id="L-33"><a href="#L-33"><span class="linenos">33</span></a>			<span class="n">RiddleStatus</span><span class="p">,</span>
+</span><span id="L-34"><a href="#L-34"><span class="linenos">34</span></a>		<span class="n">AgentResponse</span><span class="p">,</span>
+</span><span id="L-35"><a href="#L-35"><span class="linenos">35</span></a>	<span class="n">MessageDbRow</span>
+</span><span id="L-36"><a href="#L-36"><span class="linenos">36</span></a><span class="p">)</span>
+</span><span id="L-37"><a href="#L-37"><span class="linenos">37</span></a>
+</span><span id="L-38"><a href="#L-38"><span class="linenos">38</span></a><span class="kn">from</span> <span class="nn">ums.utils.request</span> <span class="kn">import</span> <span class="n">ManagementRequest</span>
+</span><span id="L-39"><a href="#L-39"><span class="linenos">39</span></a>
+</span><span id="L-40"><a href="#L-40"><span class="linenos">40</span></a><span class="kn">from</span> <span class="nn">ums.utils.functions</span> <span class="kn">import</span> <span class="n">list_shared_data</span><span class="p">,</span> <span class="n">list_shared_schema</span>
+</span><span id="L-41"><a href="#L-41"><span class="linenos">41</span></a>
+</span><span id="L-42"><a href="#L-42"><span class="linenos">42</span></a><span class="kn">from</span> <span class="nn">ums.utils.schema</span> <span class="kn">import</span> <span class="p">(</span>
+</span><span id="L-43"><a href="#L-43"><span class="linenos">43</span></a>	<span class="n">ExtractionSchema</span><span class="p">,</span>
+</span><span id="L-44"><a href="#L-44"><span class="linenos">44</span></a>	<span class="n">ExtractedData</span><span class="p">,</span>
+</span><span id="L-45"><a href="#L-45"><span class="linenos">45</span></a>		<span class="n">ExtractedContent</span><span class="p">,</span> <span class="n">ExtractedPositions</span>
+</span><span id="L-46"><a href="#L-46"><span class="linenos">46</span></a><span class="p">)</span>
 </span></pre></div>
 
 
+            </section>
+                <section id="logger">
+                    <div class="attr variable">
+            <span class="name">logger</span>        =
+<span class="default_value">&lt;Logger UMS Agenten (WARNING)&gt;</span>
+
+        
+    </div>
+    <a class="headerlink" href="#logger"></a>
+    
+    
+
                 </section>
     </main>
 <script>

web/public/docs/ums/utils/const.html

@@ -41,9 +41,18 @@
             <li>
                     <a class="variable" href="#PERSIST_PATH">PERSIST_PATH</a>
             </li>
+            <li>
+                    <a class="variable" href="#PUBLIC_PATH">PUBLIC_PATH</a>
+            </li>
             <li>
                     <a class="variable" href="#TEMPLATE_PATH">TEMPLATE_PATH</a>
             </li>
+            <li>
+                    <a class="variable" href="#LOG_FILE">LOG_FILE</a>
+            </li>
+            <li>
+                    <a class="variable" href="#LOG_LEVEL">LOG_LEVEL</a>
+            </li>
     </ul>
 
 
@@ -83,12 +92,16 @@ See the content ...</p>
 </span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a><span class="sd">	See the content ...</span>
 </span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a><span class="sd">&quot;&quot;&quot;</span>
 </span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a>
-</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a><span class="kn">import</span> <span class="nn">os</span>
+</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a><span class="kn">import</span> <span class="nn">os</span><span class="o">,</span> <span class="nn">logging</span>
 </span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a>
 </span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a><span class="n">BASE_PATH</span> <span class="o">=</span> <span class="s1">&#39;/ums-agenten&#39;</span>
 </span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a><span class="n">SHARE_PATH</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">BASE_PATH</span><span class="p">,</span> <span class="s1">&#39;share&#39;</span><span class="p">)</span>
 </span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a><span class="n">PERSIST_PATH</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">BASE_PATH</span><span class="p">,</span> <span class="s1">&#39;persist&#39;</span><span class="p">)</span>
-</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a><span class="n">TEMPLATE_PATH</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">BASE_PATH</span><span class="p">,</span> <span class="s1">&#39;plattform&#39;</span><span class="p">,</span> <span class="s1">&#39;web&#39;</span><span class="p">,</span> <span class="s1">&#39;templates&#39;</span><span class="p">)</span>
+</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a><span class="n">PUBLIC_PATH</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">BASE_PATH</span><span class="p">,</span> <span class="s1">&#39;plattform&#39;</span><span class="p">,</span> <span class="s1">&#39;web&#39;</span><span class="p">,</span> <span class="s1">&#39;public&#39;</span><span class="p">)</span>
+</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a><span class="n">TEMPLATE_PATH</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">BASE_PATH</span><span class="p">,</span> <span class="s1">&#39;plattform&#39;</span><span class="p">,</span> <span class="s1">&#39;web&#39;</span><span class="p">,</span> <span class="s1">&#39;templates&#39;</span><span class="p">)</span>
+</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a>
+</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a><span class="n">LOG_FILE</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">PERSIST_PATH</span><span class="p">,</span> <span class="s1">&#39;ums.log&#39;</span><span class="p">)</span>
+</span><span id="L-25"><a href="#L-25"><span class="linenos">25</span></a><span class="n">LOG_LEVEL</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">INFO</span>
 </span></pre></div>
 
 
@@ -128,6 +141,18 @@ See the content ...</p>
     
     
 
+                </section>
+                <section id="PUBLIC_PATH">
+                    <div class="attr variable">
+            <span class="name">PUBLIC_PATH</span>        =
+<span class="default_value">&#39;/ums-agenten/plattform/web/public&#39;</span>
+
+        
+    </div>
+    <a class="headerlink" href="#PUBLIC_PATH"></a>
+    
+    
+
                 </section>
                 <section id="TEMPLATE_PATH">
                     <div class="attr variable">
@@ -140,6 +165,30 @@ See the content ...</p>
     
     
 
+                </section>
+                <section id="LOG_FILE">
+                    <div class="attr variable">
+            <span class="name">LOG_FILE</span>        =
+<span class="default_value">&#39;/ums-agenten/persist/ums.log&#39;</span>
+
+        
+    </div>
+    <a class="headerlink" href="#LOG_FILE"></a>
+    
+    
+
+                </section>
+                <section id="LOG_LEVEL">
+                    <div class="attr variable">
+            <span class="name">LOG_LEVEL</span>        =
+<span class="default_value">20</span>
+
+        
+    </div>
+    <a class="headerlink" href="#LOG_LEVEL"></a>
+    
+    
+
                 </section>
     </main>
 <script>

web/public/index.html

@@ -1,14 +0,0 @@
-<html>
-	<head>
-		<title>UMS-Agenten &ndash; Management</title>
-	</head>
-	<body>
-		<h1>UMS-Agenten &ndash; Management</h1>
-		<ul>
-			<li><a href="/app/" target="_blank">Web App (small GUI)</a></li>
-			<li><a href="/app/new" target="_blank">Add Riddle via GUI</a></li>
-			<li><a href="/api/" target="_blank">API Documentations</a></li>
-			<li><a href="/docs/" target="_blank">Code Documentation</a></li>
-		</ul>
-	</body>
-</html>

web/public/static/main.css

@@ -0,0 +1,16 @@
+/** Agenten Plattform
+	(c) 2024 Magnus Bender
+		Institute of Humanities-Centered Artificial Intelligence (CHAI)
+		Universitaet Hamburg
+		https://www.chai.uni-hamburg.de/~bender
+	source code released under the terms of GNU Public License Version 3
+	https://www.gnu.org/licenses/gpl-3.0.txt
+**/
+
+.value_filter {
+	width: 150px;
+}
+
+#message_content{
+	height: 300px;
+}

web/public/static/new.js

@@ -0,0 +1,126 @@
+/** Agenten Plattform
+	(c) 2024 Magnus Bender
+		Institute of Humanities-Centered Artificial Intelligence (CHAI)
+		Universitaet Hamburg
+		https://www.chai.uni-hamburg.de/~bender
+	source code released under the terms of GNU Public License Version 3
+	https://www.gnu.org/licenses/gpl-3.0.txt
+**/
+
+var fileLast = 0;
+function renderFile(cnt, type="", file_extracted="", file_plain=""){
+	var template = $("#filesTemplate").html();
+	template = template.replaceAll('{cnt}', cnt)
+		.replaceAll('{file_extracted}', file_extracted)
+		.replaceAll('{file_extracted}', file_extracted)
+		.replaceAll('{file_plain}', file_plain);
+
+	['text', 'image', 'audio'].forEach((t)=>{
+		template = template.replaceAll('{'+t+'_selected}', t === type ? 'selected' : '' );
+	});
+	$("#filesRender").append(template);
+
+	$("button#removeFile"+cnt).click( () => {
+		$("#filesRow" + cnt).remove();
+		update_json_message()
+	});
+
+	fileLast = cnt;
+}
+$("#addFile").click(() => renderFile(++fileLast));
+
+function update_json_message(){
+	let message = JSON.parse(basic_message);
+
+	var store_values = {}
+	$(".message-attribute").each((_,v)=>{
+		let el = $(v);
+		let name = el.attr('name');
+		let val = el.attr("type") == "checkbox" ? el.prop('checked') : el.val();
+
+		// optional fields (empty => null) 
+		if( name.endsWith("file_extracted") && val.length == 0 ){
+			val = null;
+		}
+
+		store_values[name] = val;
+	
+		let curr_msg = message;
+		let last_ob = {};
+		let last_name = "";
+		name.split('.').forEach((e)=>{
+			last_ob = curr_msg;
+			last_name = e;
+
+			if( !curr_msg.hasOwnProperty(e) ){
+				curr_msg[e] = {}
+			}
+
+			curr_msg = curr_msg[e];
+		});
+		last_ob[last_name] = val;
+	});
+	localStorage.setItem("new_riddle", JSON.stringify(store_values))
+
+	// fix array for data
+	if(message.hasOwnProperty('data')){
+		var data_items = message['data'];
+		message['data'] = [];
+		Object.keys(data_items).forEach((v)=>{
+			if( v !== null){
+				message['data'].push(data_items[v]);
+			}
+		});
+	}
+
+	$("#message_content").val(JSON.stringify(message, null, 2));
+}
+function load_last_values(){
+	if(localStorage.getItem("new_riddle") !== null){
+		var items = JSON.parse(localStorage.getItem("new_riddle"))
+		console.log(items)
+		Object.keys(items).forEach((k)=>{
+
+			// if data, create the file select for this id
+			if(k.startsWith('data.') && $("[name='"+k+"']").length == 0){
+				renderFile(parseInt(k.substring(5, k.indexOf('.',5))))
+			}
+
+			let el = $("[name='"+k+"']");
+			if(el.attr("type") == "checkbox"){
+				el.prop('checked', items[k]);
+			}
+			else{
+				el.val(items[k]);
+			}
+		});
+	
+		update_json_message()
+	}
+}
+load_last_values();
+
+$( document ).on( "change", ".message-attribute", update_json_message)
+$( document ).on( "click", ".message-attribute[type=checkbox]", update_json_message)
+
+function send_json_message(json_str){
+	$.ajax(
+		"/message",
+		{
+			contentType : 'application/json',
+			type : 'POST',
+			data: json_str,
+		},
+	).then((d) => {
+		$("#message_sent .modal-title").text("Message Sent");
+		$("#message_sent .modal-body").html('<pre>'+JSON.stringify(d, null, 2)+'</pre>');
+		new bootstrap.Modal('#message_sent').show();
+	}).fail((d)=>{
+		$("#message_sent .modal-title").text("Error Sending Message");
+		$("#message_sent .modal-body").html('<pre>'+JSON.stringify(d, null, 2)+'</pre>');
+		new bootstrap.Modal('#message_sent').show();
+	});
+}
+$("#send_message").click(
+	() => send_json_message($("#message_content").val())
+);

web/public/static/table.js

@@ -0,0 +1,65 @@
+/** Agenten Plattform
+	(c) 2024 Magnus Bender
+		Institute of Humanities-Centered Artificial Intelligence (CHAI)
+		Universitaet Hamburg
+		https://www.chai.uni-hamburg.de/~bender
+	source code released under the terms of GNU Public License Version 3
+	https://www.gnu.org/licenses/gpl-3.0.txt
+**/
+
+function pagination_link(name, value){
+	let link_args = db_args;
+	if (name && value){
+		link_args[name] = value;
+	}
+	else if(name){
+		delete link_args[name];
+	} 
+	return '?' + $.param( link_args );
+}
+$(".value_filter").change((e)=>{
+	window.location = pagination_link($(e.target).attr('name').substr('filter_'.length), $(e.target).val())
+});
+
+function enable_auto_refresh(){
+	setInterval( () => {
+		if($('#autoRefresh').prop('checked')){
+			$.get(
+				'/app/table/total' + pagination_link(),
+				(v) => {
+					if( v != db_total ){
+						window.location = pagination_link()
+					}
+				}
+			);
+		}
+	}, 1000);
+	sessionStorage.setItem('auto_refresh', $('#autoRefresh').prop('checked'));
+}
+$("#autoRefresh").click(enable_auto_refresh);
+if(sessionStorage.hasOwnProperty('auto_refresh') && sessionStorage.getItem('auto_refresh') === 'true'){
+	$("#autoRefresh").prop('checked', true);
+	enable_auto_refresh()
+}
+
+function send_json_message(json_str){
+	$.ajax(
+		"/message",
+		{
+			contentType : 'application/json',
+			type : 'POST',
+			data: json_str,
+		},
+	).then((d) => {
+		$("#message_sent .modal-title").text("Message Sent");
+		$("#message_sent .modal-body").html('<pre>'+JSON.stringify(d, null, 2)+'</pre>');
+		new bootstrap.Modal('#message_sent').show();
+	}).fail((d)=>{
+		$("#message_sent .modal-title").text("Error Sending Message");
+		$("#message_sent .modal-body").html('<pre>'+JSON.stringify(d, null, 2)+'</pre>');
+		new bootstrap.Modal('#message_sent').show();
+	});
+}
+$(".send_message_again").click(
+	(e) => send_json_message( $("pre#row_message_raw_"+$(e.target).attr('idx')).text() )
+);

web/templates/base.html

@@ -0,0 +1,49 @@
+{#-
+ Agenten Plattform
+ 	(c) 2024 Magnus Bender
+ 		Institute of Humanities-Centered Artificial Intelligence (CHAI)
+ 		Universitaet Hamburg
+ 		https://www.chai.uni-hamburg.de/~bender
+ 	source code released under the terms of GNU Public License Version 3
+ 	https://www.gnu.org/licenses/gpl-3.0.txt
+-#}
+<!DOCTYPE html>
+	<html lang="en">
+	<head>
+		<meta charset="utf-8" />
+		<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no" />
+
+		<link rel="stylesheet" href="/static/bootstrap.min.css" /> 
+		<link rel="stylesheet" href="/static/main.css" />
+
+		<script src="/static/jquery.min.js"></script>
+		<script src="/static/bootstrap.bundle.min.js"></script>
+
+		<title>{{title}} &ndash; MGMT</title>
+
+		<!-- 
+			Agenten Plattform
+
+			(c) 2024 Magnus Bender
+				Institute of Humanities-Centered Artificial Intelligence (CHAI)
+				Universitaet Hamburg
+				https://www.chai.uni-hamburg.de/~bender
+			
+			source code released under the terms of GNU Public License Version 3
+			https://www.gnu.org/licenses/gpl-3.0.txt
+		-->
+
+		{% block morehead %}
+		{% endblock %}
+	</head>
+	<body>
+		<div class="container">
+			<h1>{{title}} &ndash; MGMT</h1>
+		
+			{% block maincontent %}
+			{% endblock %}
+		</div>
+		{% block morefoot %}
+		{% endblock %}
+	</body>
+</html>

web/templates/index.html

@@ -0,0 +1,20 @@
+{#-
+ Agenten Plattform
+	(c) 2024 Magnus Bender
+		Institute of Humanities-Centered Artificial Intelligence (CHAI)
+		Universitaet Hamburg
+		https://www.chai.uni-hamburg.de/~bender
+	source code released under the terms of GNU Public License Version 3
+	https://www.gnu.org/licenses/gpl-3.0.txt
+-#}
+{% extends "base.html" %}
+{% set title = "Overview" %}
+{% block maincontent %}
+	<ul>
+		<li><a href="/app/table" target="_blank">&nearr; Web App: Table</a></li>
+		<li><a href="/app/new" target="_blank">&nearr; Web App: New Riddle</a></li>
+		<li><a href="/share/" target="_blank">&nearr; Data: Access the riddle files</a></li>
+		<li><a href="/api" target="_blank">&nearr; Documentation: API </a></li>
+		<li><a href="/docs/" target="_blank">&nearr; Documentation: Code </a></li>
+	</ul>
+{% endblock %}

web/templates/modal.html

@@ -0,0 +1,21 @@
+{#-
+Agenten Plattform
+	(c) 2024 Magnus Bender
+		Institute of Humanities-Centered Artificial Intelligence (CHAI)
+		Universitaet Hamburg
+		https://www.chai.uni-hamburg.de/~bender
+	source code released under the terms of GNU Public License Version 3
+	https://www.gnu.org/licenses/gpl-3.0.txt
+-#}
+<div class="modal" tabindex="-1" id="message_sent">
+	<div class="modal-dialog">
+		<div class="modal-content">
+			<div class="modal-header">
+				<h5 class="modal-title"></h5>
+				<button type="button" class="btn-close" data-bs-dismiss="modal" aria-label="Close"></button>
+			</div>
+			<div class="modal-body">
+			</div>
+		</div>
+	</div>
+</div>

web/templates/new.html

@@ -0,0 +1,129 @@
+{#-
+ Agenten Plattform
+	(c) 2024 Magnus Bender
+		Institute of Humanities-Centered Artificial Intelligence (CHAI)
+		Universitaet Hamburg
+		https://www.chai.uni-hamburg.de/~bender
+	source code released under the terms of GNU Public License Version 3
+	https://www.gnu.org/licenses/gpl-3.0.txt
+-#}
+{% extends "base.html" %}
+{% set title = "New" %}
+{% block maincontent %}
+	<div class="row">
+		<div class="col">
+		</div>
+		<div class="col">
+			<a href="/app/table" class="btn btn-secondary">&larr; Back to Messages</a>
+		</div>
+	</div>
+
+	<h2>Create New Riddle</h2>
+
+	<div class="mb-3">
+		<label for="message_id" class="form-label">Riddle ID</label>
+		<input type="text" name="id" class="message-attribute form-control" id="message_id">
+	</div>
+	<div class="mb-3">
+		<label for="message_id" class="form-label">Riddle Question</label>
+		<input type="text" name="riddle.question" class="message-attribute form-control" id="message_id">
+	</div>
+	<div class="mb-3">
+		<label for="message_context" class="form-label">Riddle Context</label>
+		<textarea class="form-control message-attribute" name="riddle.context" id="message_context" rows="2"></textarea>
+	</div>
+
+	<h3>Steps</h3>
+	<div class="mb-3">
+		<div class="form-check form-check-inline">
+			<input class="form-check-input message-attribute" name="status.extract.required" type="checkbox" id="message_extract" value="true" checked>
+			<label class="form-check-label" for="message_extract">Extract</label>
+		</div>
+		<div class="form-check form-check-inline">
+			<input class="form-check-input message-attribute" name="status.solve.required" type="checkbox" id="message_solve" value="true" checked>
+			<label class="form-check-label" for="message_solve">Solve</label>
+		</div>
+		<div class="form-check form-check-inline">
+			<input class="form-check-input message-attribute" name="status.validate.required"  type="checkbox" id="message_validate" value="true" checked>
+			<label class="form-check-label" for="message_validate">Validate</label>
+		</div>
+	</div>
+
+	<h3>Files</h3>
+	<p>
+		Manually add files to the shared directory and then select them here to assign them to a riddle.
+		Shared directory is <code>{{SHARE_PATH}}</code> which should be linked to the host using docker to, e.g., <code>./data/share</code>.
+	</p>
+
+	<datalist id="dataFiles">
+		{% for f in shared_data %}
+			<option value="{{f}}">
+		{% endfor %}
+	</datalist>
+	<datalist id="schemaFiles">
+		{% for f in shared_schema %}
+			<option value="{{f}}">
+		{% endfor %}
+	</datalist>
+
+	<template id="filesTemplate">
+		<div class="mb-3 row" id="filesRow{cnt}">
+			<div class="col col-sm-1">
+				{cnt}
+			</div>
+			<div class="col">
+				<label for="fileType{cnt}" class="form-label">File Type</label>
+				<select id="fileType{cnt}" name="data.{cnt}.type" class="form-select message-attribute">
+					<option>Select Type</option>
+					{% for t in RiddleDataType %}
+						<option value="{{t.value}}" { {{- t.value -}} _selected}>{{t.name}}</option>
+					{% endfor %}
+				</select>
+			</div>
+			<div class="col">
+				<label for="inputFile{cnt}" class="form-label">Input File</label>
+				<input class="form-control message-attribute" name="data.{cnt}.file_plain"
+					list="dataFiles" id="inputFile{cnt}" value="{file_plain}" placeholder="Type to search files">
+			</div>
+			<div class="col">
+				<label for="schemaFile{cnt}" class="form-label">Schema File</label>
+				<input class="form-control message-attribute" name="data.{cnt}.file_extracted"
+					list="schemaFiles" id="schemaFile{cnt}" value="{file_extracted}" placeholder="Type to search files">
+			</div>
+			<div class="col col-sm-1">
+				<button type="button" id="removeFile{cnt}" class="btn btn-danger">Remove</button>
+			</div>
+		</div>
+	</template>
+
+	<div id="filesRender">
+	</div>
+	<div class="mb-3 row">
+		<div class="col col-sm-1">
+			<button type="button" id="addFile" class="btn btn-secondary">Add</button>
+		</div>
+	</div>
+
+	<h2>JSON Representation</h2>
+
+	<div class="mb-3">
+		<div class="form-floating">
+			<textarea class="form-control" id="message_content">
+				{{- AgentMessage(id="",riddle={"context":"","question":""}).model_dump_json(indent=2) -}}
+			</textarea>
+			<label for="message_content">Message to send</label>
+		</div>
+	</div>
+	<button type="submit" class="btn btn-primary" id="send_message">Send Message</button>
+
+	{% include "modal.html" %}
+	
+{% endblock %}
+{% block morehead %}
+	<script>
+		const basic_message = '{{ AgentMessage(id="",riddle={"context":"","question":""}).model_dump_json()|safe }}';
+	</script>
+{% endblock %}
+{% block morefoot %}
+	<script src="/static/new.js"></script>
+{% endblock %}

web/templates/table.html

@@ -0,0 +1,144 @@
+{#-
+ Agenten Plattform
+	(c) 2024 Magnus Bender
+		Institute of Humanities-Centered Artificial Intelligence (CHAI)
+		Universitaet Hamburg
+		https://www.chai.uni-hamburg.de/~bender
+	source code released under the terms of GNU Public License Version 3
+	https://www.gnu.org/licenses/gpl-3.0.txt
+-#}
+{% extends "base.html" %}
+{% set title = "Messages" %}
+{% macro pagination() %}
+	<nav>
+		<ul class="pagination justify-content-center">
+			<li class="page-item {% if db_args.offset-db_args.limit < 0 %}disabled{% endif %}">
+				<a class="page-link" href="?{{ pagination_link(offset=db_args.offset-db_args.limit) }}">Previous</a>
+			</li>
+			<li class="page-item active" aria-current="page">
+				<span class="page-link">Offset: {{db_args.offset}}</span>
+			</li>
+			<li class="page-item">
+				<a class="page-link" href="?{{ pagination_link(offset=db_args.offset+db_args.limit) }}">Next</a>
+			</li>
+		</ul>
+	</nav>
+{% endmacro %}
+{% block maincontent %}
+
+	<div class="row">
+		<div class="col">
+			<div class="form-check form-switch">
+				<input class="form-check-input" type="checkbox" role="switch" id="autoRefresh">
+				<label class="form-check-label" for="autoRefresh">Refresh for new messages</label>
+			</div>
+		</div>
+		<div class="col">
+			{{pagination()}}
+		</div>
+		<div class="col">
+			<a href="/app/new" class="btn btn-secondary">&rarr; Add a Riddle</a>
+		</div>
+	</div>
+
+	<table class="table table-striped">
+		<thead>
+		{% for item in db.iterate(**db_args) %}
+			{% set field_names = ['id'] + item.__fields__.keys()|list %}
+
+			{% if loop.index == 1 %}
+				<tr id="row_0">
+					{% for field in field_names %}
+						<th>
+							{% if field == 'time' %}
+								<input type="text" class="value_filter" name="filter_time_before" value="{{timestamp2date(db_args.time_before)}}" class="form-control" placeholder="Before"><br />
+								<input type="text" class="value_filter" name="filter_time_after" value="{{timestamp2date(db_args.time_after)}}" class="form-control" placeholder="After"><br />
+							{% elif field not in ('message', 'count') %}
+								<input type="text" class="value_filter" name="filter_{{field}}" value="{{db_args[field]}}" class="form-control" placeholder="Filter"><br />
+							{% endif %}
+							{{ field.title() }}
+						</th>
+					{% endfor %}
+				</tr>
+				</thead><tbody>
+			{% endif %}	
+
+			<tr id="row_{{loop.index}}">
+			{% set row_index = loop.index %}
+			{% for field in field_names %}
+				{% if field == "message" %}
+					<td>
+						<button type="button" class="btn btn-outline-secondary btn-outline" data-bs-toggle="modal" data-bs-target="#row_message_{{row_index}}">
+							Show Message
+						</button>
+						<div class="modal fade" id="row_message_{{row_index}}" tabindex="-1" aria-hidden="true">
+							<div class="modal-dialog modal-lg">
+								<div class="modal-content">
+									<div class="modal-header">
+										<h1 class="modal-title fs-5">Content of Message</h1>
+										<button type="button" class="btn-close" data-bs-dismiss="modal" aria-label="Close"></button>
+									</div>
+									<div class="modal-body">
+										<pre id="row_message_raw_{{row_index}}">{{ item[field].model_dump_json(indent=2)|string }}</pre>
+										<button class="btn btn-warning send_message_again" idx="{{row_index}}">Send Again</button>
+							   		</div>
+								</div>
+							</div>
+						</div>
+					</td>	
+				{% elif field == "id" %}
+					<td>{{ item.message.id }}</td>
+				{% elif field == "time" %}
+					<td ts="item[field]">{{ timestamp2date(item[field]) }}</td>	
+				{% else %}
+					<td>{{ item[field] }}</td>	
+				{% endif %}
+			{% endfor %}
+			</tr>
+		{% else %}
+			<div class="alert alert-warning" role="alert">
+				No items found, reset offset, limit, filter, ...!<br />
+				<a class="btn btn-warning" href="/app/table">Reset</a>
+			</div>
+		{% endfor %}
+		</tbody>
+	</table>
+
+	<div class="row">
+		<div class="col">
+			{{pagination()}}
+		</div>
+		<div class="col">
+			<div class="input-group">
+				<label class="input-group-text" for="total-items">Total items</label>
+				<input class="form-control" id="total-items" disabled value="{{ db.len(**db_args) }}" />
+			</div>
+		</div>
+		<div class="col">
+			<div class="input-group">
+				<label class="input-group-text" for="items-per-page">Items per page</label>
+				<select class="form-select" id="items-per-page" onchange="window.location = this.value;">
+					<option value="?{{ pagination_link(limit=5) }}" {% if db_args.limit == 5 %}selected{% endif %}>5</option>
+					<option value="?{{ pagination_link(limit=10) }}" {% if db_args.limit == 10 %}selected{% endif %}>10</option>
+					<option value="?{{ pagination_link(limit=25) }}" {% if db_args.limit == 25 %}selected{% endif %}>25</option>
+					<option value="?{{ pagination_link(limit=100) }}" {% if db_args.limit == 100 %}selected{% endif %}>100</option>
+					{% if db_args.limit not in (5, 10, 25, 100) %}
+						<option value="?{{ pagination_link(limit=db_args.limit) }}" selected>{{db_args.limit}}</option>
+					{% endif %}
+				</select>
+			</div>
+		</div>
+	</div>
+
+	{% include "modal.html" %}
+
+{% endblock %}
+{% block morehead %}
+	<script>
+		const db_args = JSON.parse('{{ db_args|tojson }}');
+		const db_total = {{ db.len(**db_args) }};
+	</script>
+{% endblock %}
+{% block morefoot %}
+	<script src="/static/table.js"></script>
+{% endblock %}