From f2f9819d277e3fc215d3093063bbc0ee00c0ff85 Mon Sep 17 00:00:00 2001 From: KIMB-technologies Date: Wed, 30 Oct 2024 21:07:54 +0100 Subject: [PATCH] Schema Idea --- ums/agent/agent.py | 61 +- ums/example/example.py | 12 +- ums/utils/__init__.py | 5 + ums/utils/schema.py | 66 +- web/public/docs/search.js | 2 +- web/public/docs/ums/agent/agent.html | 1319 +++++++++++++--------- web/public/docs/ums/example/example.html | 198 ++-- web/public/docs/ums/utils.html | 5 + web/public/docs/ums/utils/schema.html | 454 +++++++- web/public/docs/ums/utils/types.html | 4 +- 10 files changed, 1452 insertions(+), 674 deletions(-) diff --git a/ums/agent/agent.py b/ums/agent/agent.py index 319f65e..db84175 100644 --- a/ums/agent/agent.py +++ b/ums/agent/agent.py @@ -1,13 +1,25 @@ +# 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 +import random, os, json 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 ) @@ -34,6 +46,7 @@ class BasicAgent(ABC): """ pass + @validate_call def __init__(self, message:AgentMessage, send_message:Callable[[AgentMessage], bool]): self._send_message = send_message self._sub_cnt = 0 @@ -57,7 +70,8 @@ class BasicAgent(ABC): 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. @@ -69,12 +83,14 @@ class BasicAgent(ABC): """ 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: @@ -122,6 +138,21 @@ class BasicAgent(ABC): """ 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. @@ -154,11 +185,33 @@ class ExtractAgent(BasicAgent): 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) -> 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`. + """ + + path_name = data.file_plain[:data.file_plain.rfind('.')] + + candidate = "{}.json".format(path_name) + cnt = 0 + while os.path.isfile(candidate): + cnt += 1 + candidate = "{}-{}.json".format(path_name, cnt) + + with open(candidate, 'w+') as f: + f.write(extracted.model_dump_json()) + + return candidate + + class ExtractTextAgent(ExtractAgent): """ An extraction agent for text, create a subclass for your agent. @@ -206,7 +259,8 @@ class SolveAgent(BasicAgent): self._do_response = True @abstractmethod - def handle(self, riddle:Riddle, data:RiddleData) -> RiddleSolution: + @validate_call + def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution: """ Solve the `riddle` using `data` and return a solution. """ @@ -237,6 +291,7 @@ class GatekeeperAgent(BasicAgent): self._do_response = True @abstractmethod + @validate_call def handle(self, solution:RiddleSolution, riddle:Riddle) -> RiddleSolution: """ Check the `solution` of `riddle` and return solution with populated `solution.accepted` and `solution.review`. diff --git a/ums/example/example.py b/ums/example/example.py index 822856f..b778f1c 100644 --- a/ums/example/example.py +++ b/ums/example/example.py @@ -8,10 +8,10 @@ # source code released under the terms of GNU Public License Version 3 # https://www.gnu.org/licenses/gpl-3.0.txt -from typing import Callable +from typing import Callable, List from ums.agent import ExtractAudioAgent, ExtractImageAgent, ExtractTextAgent, SolveAgent, GatekeeperAgent -from ums.utils.types import AgentMessage, Riddle, RiddleData, RiddleSolution, RiddleStatus +from ums.utils import AgentMessage, Riddle, RiddleData, RiddleSolution, RiddleStatus, ExtractedData """ Examples for simple agents. @@ -31,6 +31,9 @@ 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): @@ -46,7 +49,10 @@ class MyExtractTextAgent(ExtractTextAgent): class MySolveAgent(SolveAgent): - def handle(self, riddle: Riddle, data: RiddleData) -> RiddleSolution: + 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() diff --git a/ums/utils/__init__.py b/ums/utils/__init__.py index 4201d10..e4be009 100644 --- a/ums/utils/__init__.py +++ b/ums/utils/__init__.py @@ -38,3 +38,8 @@ from ums.utils.types 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 +) diff --git a/ums/utils/schema.py b/ums/utils/schema.py index 17c9b6a..57de779 100644 --- a/ums/utils/schema.py +++ b/ums/utils/schema.py @@ -13,15 +13,73 @@ 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 enum import Enum - -from typing import List, Any +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. - """ \ No newline at end of file + + 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. + """ + diff --git a/web/public/docs/search.js b/web/public/docs/search.js index 55cc313..d80b1dd 100644 --- a/web/public/docs/search.js +++ b/web/public/docs/search.js @@ -1,6 +1,6 @@ window.pdocSearch = (function(){ /** elasticlunr - http://weixsong.github.io * Copyright (C) 2017 Oliver Nightingale * Copyright (C) 2017 Wei Song * MIT Licensed */!function(){function e(e){if(null===e||"object"!=typeof e)return e;var t=e.constructor();for(var n in e)e.hasOwnProperty(n)&&(t[n]=e[n]);return t}var t=function(e){var n=new t.Index;return n.pipeline.add(t.trimmer,t.stopWordFilter,t.stemmer),e&&e.call(n,n),n};t.version="0.9.5",lunr=t,t.utils={},t.utils.warn=function(e){return function(t){e.console&&console.warn&&console.warn(t)}}(this),t.utils.toString=function(e){return void 0===e||null===e?"":e.toString()},t.EventEmitter=function(){this.events={}},t.EventEmitter.prototype.addListener=function(){var e=Array.prototype.slice.call(arguments),t=e.pop(),n=e;if("function"!=typeof t)throw new TypeError("last argument must be a function");n.forEach(function(e){this.hasHandler(e)||(this.events[e]=[]),this.events[e].push(t)},this)},t.EventEmitter.prototype.removeListener=function(e,t){if(this.hasHandler(e)){var n=this.events[e].indexOf(t);-1!==n&&(this.events[e].splice(n,1),0==this.events[e].length&&delete this.events[e])}},t.EventEmitter.prototype.emit=function(e){if(this.hasHandler(e)){var t=Array.prototype.slice.call(arguments,1);this.events[e].forEach(function(e){e.apply(void 0,t)},this)}},t.EventEmitter.prototype.hasHandler=function(e){return e in this.events},t.tokenizer=function(e){if(!arguments.length||null===e||void 0===e)return[];if(Array.isArray(e)){var n=e.filter(function(e){return null===e||void 0===e?!1:!0});n=n.map(function(e){return t.utils.toString(e).toLowerCase()});var i=[];return n.forEach(function(e){var n=e.split(t.tokenizer.seperator);i=i.concat(n)},this),i}return e.toString().trim().toLowerCase().split(t.tokenizer.seperator)},t.tokenizer.defaultSeperator=/[\s\-]+/,t.tokenizer.seperator=t.tokenizer.defaultSeperator,t.tokenizer.setSeperator=function(e){null!==e&&void 0!==e&&"object"==typeof e&&(t.tokenizer.seperator=e)},t.tokenizer.resetSeperator=function(){t.tokenizer.seperator=t.tokenizer.defaultSeperator},t.tokenizer.getSeperator=function(){return t.tokenizer.seperator},t.Pipeline=function(){this._queue=[]},t.Pipeline.registeredFunctions={},t.Pipeline.registerFunction=function(e,n){n in t.Pipeline.registeredFunctions&&t.utils.warn("Overwriting existing registered function: "+n),e.label=n,t.Pipeline.registeredFunctions[n]=e},t.Pipeline.getRegisteredFunction=function(e){return e in t.Pipeline.registeredFunctions!=!0?null:t.Pipeline.registeredFunctions[e]},t.Pipeline.warnIfFunctionNotRegistered=function(e){var n=e.label&&e.label in this.registeredFunctions;n||t.utils.warn("Function is not registered with pipeline. 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e.elements=this.toArray(),e.length=e.elements.length,e},lunr.SortedSet.prototype.union=function(e){var t,n,i;this.length>=e.length?(t=this,n=e):(t=e,n=this),i=t.clone();for(var o=0,r=n.toArray();oThe package ums contains the Agenten-Plattform, the implementations of the agents shall be created in the package src, see Agent-Template.

\n\n
\n

Side note: The classes with comments may be useful when implementing the agents.\n The classes without comments may be safe to ignore and are (only) used internally.

\n
\n\n
    \n
  • ums.agent\n
      \n
    • Contains the implementation of an agent for handling requests by the implementations in src.
      • \n
    • Check for running single tasks without using management.
      • \n
    • \n
  • ums.example\n
      \n
    • Contains a very simple examples for all types of agents.
      • \n
    • See ums.example.example
      • \n
    • \n
  • ums.management\n
    • \n
  • ums.utils\n
      \n
    • Contains various utilities.
      • \n
    • ums.utils.const.SHARE_PATH The path for shared files between all agents
      • \n
    • ums.utils.const.PERSIST_PATH The path to store persistent data of an agent
      • \n
    • ums.utils.request.ManagementRequest Run request to the management (only necessary in special cases, most requests done automatically by platform)
      • \n
    • ums.utils.schema The schema (types) used in the files storing extracted data from plain data
      • \n
    • ums.utils.types The types used in the communication between agent and management
      • \n
    • \n
\n"}, "ums.agent": {"fullname": "ums.agent", "modulename": "ums.agent", "kind": "module", "doc": "

Run as Agent

\n\n

The env. variable AGENTS_LIST is used to identify the agents classes/ task handlers.\nIt must contain he the package name and a variable name in this package divided by :. \nThen, the variable contains a list of agent classes (subclasses of ums.agent.agent.BasicAgent)

\n\n

For example AGENTS_LIST=ums.example.example:AGENT_CLASSES, then in file ./ums/example/example.py a variable AGENT_CLASSES exists. \nOne line in this file, e.g., is AGENT_CLASSES = [MyExtractAudioAgent, MyExtractImageAgent].

\n\n

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.

\n\n

Run Single Task

\n\n

For development it might be cumbersome to always require a running management container and sending messages. \nHence, tasks can be run manually from the terminal (still in the container and using the agent classes), but without having a management.

\n\n

This also uses the AGENTS_LIST env. variable, but the tasks are sent via command line:

\n\n

There are three ways to send a task (if the agent's Docker container is running):

\n\n
    \n
  • docker compose exec agent_all python -m ums.agent -d\n
      \n
    • Run a dummy task
      • \n
    • Possibly agent_all needs to be changed to the service name (see docker-compose.yml) of the agent's Docker container
      • \n
    • \n
  • cat ./msg.json | docker compose exec -T agent_all python -m ums.agent -i\n
      \n
    • Send the task (json of AgentMessage) via STDIN from file ./msg.json to the agent
      • \n
    • \n
  • docker compose exec agent_all python -m ums.agent -f msg.json\n
      \n
    • Get the task from the json file, the files are searched for by full name, in the shared, and the persistent directory.
      • \n
    • \n
\n\n

If the Agent's Docker container is not running, a temporary container can be started.\nFor the dummy message, the command would be docker compose run --rm --entrypoint \"\" agent_all python -m ums.agent -d.\n(Again, change agent_all for the service name in docker-compose.yml.)

\n"}, "ums.agent.agent": {"fullname": "ums.agent.agent", "modulename": "ums.agent.agent", "kind": "module", "doc": "

\n"}, "ums.agent.agent.AgentCapability": {"fullname": "ums.agent.agent.AgentCapability", "modulename": "ums.agent.agent", "qualname": "AgentCapability", "kind": "class", "doc": "

The three different capabilities an agent can have.

\n", "bases": "enum.Enum"}, "ums.agent.agent.AgentCapability.EXTRACT": {"fullname": "ums.agent.agent.AgentCapability.EXTRACT", "modulename": "ums.agent.agent", "qualname": "AgentCapability.EXTRACT", "kind": "variable", "doc": "

\n", "default_value": "<AgentCapability.EXTRACT: 'extract'>"}, "ums.agent.agent.AgentCapability.SOLVE": {"fullname": "ums.agent.agent.AgentCapability.SOLVE", "modulename": "ums.agent.agent", "qualname": "AgentCapability.SOLVE", "kind": "variable", "doc": "

\n", "default_value": "<AgentCapability.SOLVE: 'solve'>"}, "ums.agent.agent.AgentCapability.GATEKEEPER": {"fullname": "ums.agent.agent.AgentCapability.GATEKEEPER", "modulename": "ums.agent.agent", "qualname": "AgentCapability.GATEKEEPER", "kind": "variable", "doc": "

\n", "default_value": "<AgentCapability.GATEKEEPER: 'gatekeeper'>"}, "ums.agent.agent.BasicAgent": {"fullname": "ums.agent.agent.BasicAgent", "modulename": "ums.agent.agent", "qualname": "BasicAgent", "kind": "class", "doc": "

A basic agent, each agent will be a subclass of this class.

\n", "bases": "abc.ABC"}, "ums.agent.agent.BasicAgent.agent_capability": {"fullname": "ums.agent.agent.BasicAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "BasicAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.before_response": {"fullname": "ums.agent.agent.BasicAgent.before_response", "modulename": "ums.agent.agent", "qualname": "BasicAgent.before_response", "kind": "function", "doc": "

This method is called before the response is sent.\nIf the method returns False no response will be sent. \nThus, by overwriting this method, a response can be prevented.

\n\n

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. \n(Hence, one may stop sending the response and later call send_it() to send the response.)

\n", "signature": "(\tself,\tresponse: ums.utils.types.AgentMessage,\tsend_it: Callable[[], NoneType]) -> bool:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.message": {"fullname": "ums.agent.agent.BasicAgent.message", "modulename": "ums.agent.agent", "qualname": "BasicAgent.message", "kind": "function", "doc": "

Get the message this agent object is working on.

\n", "signature": "(self) -> ums.utils.types.AgentMessage:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.sub_riddle": {"fullname": "ums.agent.agent.BasicAgent.sub_riddle", "modulename": "ums.agent.agent", "qualname": "BasicAgent.sub_riddle", "kind": "function", "doc": "

Create a new sub-riddle for solving details of the current riddle.\nFor the sub-riddle, give a riddle and optionally, a selection of data items (default none) and a status (default ums.utils.types.RiddleStatus()).\nBy changing a status, different steps can be (de-)selected.

\n\n

Return the message of the sub-riddle or false on error.

\n", "signature": "(\tself,\triddle: ums.utils.types.Riddle,\tdata: List[ums.utils.types.RiddleData] = [],\tstatus: ums.utils.types.RiddleStatus = None) -> ums.utils.types.AgentMessage | bool:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.handle": {"fullname": "ums.agent.agent.BasicAgent.handle", "modulename": "ums.agent.agent", "qualname": "BasicAgent.handle", "kind": "function", "doc": "

Handle a single task of the agent, the arguments and return value depends on the actual task (see subclass)!

\n\n

This is the method to implement!

\n\n

The full message is available via message(), a sub riddle can be created with sub_riddle().

\n", "signature": "(\tself,\t*args: ums.utils.types.RiddleInformation) -> ums.utils.types.RiddleInformation:", "funcdef": "def"}, "ums.agent.agent.ExtractAgent": {"fullname": "ums.agent.agent.ExtractAgent", "modulename": "ums.agent.agent", "qualname": "ExtractAgent", "kind": "class", "doc": "

An extraction agent.

\n", "bases": "BasicAgent"}, "ums.agent.agent.ExtractAgent.agent_capability": {"fullname": "ums.agent.agent.ExtractAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "ExtractAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.ExtractAgent.extract_type": {"fullname": "ums.agent.agent.ExtractAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.ExtractAgent.handle": {"fullname": "ums.agent.agent.ExtractAgent.handle", "modulename": "ums.agent.agent", "qualname": "ExtractAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.agent.agent.ExtractTextAgent": {"fullname": "ums.agent.agent.ExtractTextAgent", "modulename": "ums.agent.agent", "qualname": "ExtractTextAgent", "kind": "class", "doc": "

An extraction agent for text, create a subclass for your agent.

\n", "bases": "ExtractAgent"}, "ums.agent.agent.ExtractTextAgent.extract_type": {"fullname": "ums.agent.agent.ExtractTextAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractTextAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.ExtractAudioAgent": {"fullname": "ums.agent.agent.ExtractAudioAgent", "modulename": "ums.agent.agent", "qualname": "ExtractAudioAgent", "kind": "class", "doc": "

An extraction agent for audio, create a subclass for your agent.

\n", "bases": "ExtractAgent"}, "ums.agent.agent.ExtractAudioAgent.extract_type": {"fullname": "ums.agent.agent.ExtractAudioAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractAudioAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.ExtractImageAgent": {"fullname": "ums.agent.agent.ExtractImageAgent", "modulename": "ums.agent.agent", "qualname": "ExtractImageAgent", "kind": "class", "doc": "

An extraction agent for images, create a subclass for your agent.

\n", "bases": "ExtractAgent"}, "ums.agent.agent.ExtractImageAgent.extract_type": {"fullname": "ums.agent.agent.ExtractImageAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractImageAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.SolveAgent": {"fullname": "ums.agent.agent.SolveAgent", "modulename": "ums.agent.agent", "qualname": "SolveAgent", "kind": "class", "doc": "

A solve agent, create a subclass for your agent.

\n", "bases": "BasicAgent"}, "ums.agent.agent.SolveAgent.agent_capability": {"fullname": "ums.agent.agent.SolveAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "SolveAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.SolveAgent.handle": {"fullname": "ums.agent.agent.SolveAgent.handle", "modulename": "ums.agent.agent", "qualname": "SolveAgent.handle", "kind": "function", "doc": "

Solve the riddle using data and return a solution.

\n", "signature": "(\tself,\triddle: ums.utils.types.Riddle,\tdata: ums.utils.types.RiddleData) -> ums.utils.types.RiddleSolution:", "funcdef": "def"}, "ums.agent.agent.GatekeeperAgent": {"fullname": "ums.agent.agent.GatekeeperAgent", "modulename": "ums.agent.agent", "qualname": "GatekeeperAgent", "kind": "class", "doc": "

A gatekeeper agent, create a subclass for your agent.

\n", "bases": "BasicAgent"}, "ums.agent.agent.GatekeeperAgent.agent_capability": {"fullname": "ums.agent.agent.GatekeeperAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "GatekeeperAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.GatekeeperAgent.handle": {"fullname": "ums.agent.agent.GatekeeperAgent.handle", "modulename": "ums.agent.agent", "qualname": "GatekeeperAgent.handle", "kind": "function", "doc": "

Check the solution of riddle and return solution with populated solution.accepted and solution.review.

\n", "signature": "(\tself,\tsolution: ums.utils.types.RiddleSolution,\triddle: ums.utils.types.Riddle) -> ums.utils.types.RiddleSolution:", "funcdef": "def"}, "ums.agent.main": {"fullname": "ums.agent.main", "modulename": "ums.agent.main", "kind": "module", "doc": "

\n"}, "ums.agent.main.WebMain": {"fullname": "ums.agent.main.WebMain", "modulename": "ums.agent.main", "qualname": "WebMain", "kind": "class", "doc": "

\n"}, "ums.agent.main.WebMain.msg_process": {"fullname": "ums.agent.main.WebMain.msg_process", "modulename": "ums.agent.main", "qualname": "WebMain.msg_process", "kind": "variable", "doc": "

\n"}, "ums.agent.process": {"fullname": "ums.agent.process", "modulename": "ums.agent.process", "kind": "module", "doc": "

\n"}, "ums.agent.process.MessageProcessor": {"fullname": "ums.agent.process.MessageProcessor", "modulename": "ums.agent.process", "qualname": "MessageProcessor", "kind": "class", "doc": "

\n"}, "ums.agent.process.MessageProcessor.__init__": {"fullname": "ums.agent.process.MessageProcessor.__init__", "modulename": "ums.agent.process", "qualname": "MessageProcessor.__init__", "kind": "function", "doc": "

\n", "signature": "(disable_messages: bool = False)"}, "ums.agent.process.MessageProcessor.MANAGEMENT_URL": {"fullname": "ums.agent.process.MessageProcessor.MANAGEMENT_URL", "modulename": "ums.agent.process", "qualname": "MessageProcessor.MANAGEMENT_URL", "kind": "variable", "doc": "

\n", "default_value": "'http://127.0.0.1:80'"}, "ums.agent.process.MessageProcessor.AGENTS_LIST": {"fullname": "ums.agent.process.MessageProcessor.AGENTS_LIST", "modulename": "ums.agent.process", "qualname": "MessageProcessor.AGENTS_LIST", "kind": "variable", "doc": "

\n", "default_value": "'ums.example.example:AGENT_CLASSES'"}, "ums.agent.process.MessageProcessor.counts": {"fullname": "ums.agent.process.MessageProcessor.counts", "modulename": "ums.agent.process", "qualname": "MessageProcessor.counts", "kind": "variable", "doc": "

\n"}, "ums.agent.process.MessageProcessor.disable_messages": {"fullname": "ums.agent.process.MessageProcessor.disable_messages", "modulename": "ums.agent.process", "qualname": "MessageProcessor.disable_messages", "kind": "variable", "doc": "

\n"}, "ums.agent.process.MessageProcessor.agent_classes": {"fullname": "ums.agent.process.MessageProcessor.agent_classes", "modulename": "ums.agent.process", "qualname": "MessageProcessor.agent_classes", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.BasicAgent]"}, "ums.agent.process.MessageProcessor.extract_agents": {"fullname": "ums.agent.process.MessageProcessor.extract_agents", "modulename": "ums.agent.process", "qualname": "MessageProcessor.extract_agents", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.ExtractAgent]"}, "ums.agent.process.MessageProcessor.solve_agents": {"fullname": "ums.agent.process.MessageProcessor.solve_agents", "modulename": "ums.agent.process", "qualname": "MessageProcessor.solve_agents", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.SolveAgent]"}, "ums.agent.process.MessageProcessor.gatekeeper_agents": {"fullname": "ums.agent.process.MessageProcessor.gatekeeper_agents", "modulename": "ums.agent.process", "qualname": "MessageProcessor.gatekeeper_agents", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.GatekeeperAgent]"}, "ums.agent.process.MessageProcessor.new_message": {"fullname": "ums.agent.process.MessageProcessor.new_message", "modulename": "ums.agent.process", "qualname": "MessageProcessor.new_message", "kind": "function", "doc": "

\n", "signature": "(\tself,\tmessage: ums.utils.types.AgentMessage,\tbackground_tasks: fastapi.background.BackgroundTasks) -> ums.utils.types.AgentResponse:", "funcdef": "def"}, "ums.example": {"fullname": "ums.example", "modulename": "ums.example", "kind": "module", "doc": "

\n"}, "ums.example.example": {"fullname": "ums.example.example", "modulename": "ums.example.example", "kind": "module", "doc": "

\n"}, "ums.example.example.MyExtractAudioAgent": {"fullname": "ums.example.example.MyExtractAudioAgent", "modulename": "ums.example.example", "qualname": "MyExtractAudioAgent", "kind": "class", "doc": "

An extraction agent for audio, create a subclass for your agent.

\n", "bases": "ums.agent.agent.ExtractAudioAgent"}, "ums.example.example.MyExtractAudioAgent.handle": {"fullname": "ums.example.example.MyExtractAudioAgent.handle", "modulename": "ums.example.example", "qualname": "MyExtractAudioAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.example.example.MyExtractImageAgent": {"fullname": "ums.example.example.MyExtractImageAgent", "modulename": "ums.example.example", "qualname": "MyExtractImageAgent", "kind": "class", "doc": "

An extraction agent for images, create a subclass for your agent.

\n", "bases": "ums.agent.agent.ExtractImageAgent"}, "ums.example.example.MyExtractImageAgent.handle": {"fullname": "ums.example.example.MyExtractImageAgent.handle", "modulename": "ums.example.example", "qualname": "MyExtractImageAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.example.example.MyExtractTextAgent": {"fullname": "ums.example.example.MyExtractTextAgent", "modulename": "ums.example.example", "qualname": "MyExtractTextAgent", "kind": "class", "doc": "

An extraction agent for text, create a subclass for your agent.

\n", "bases": "ums.agent.agent.ExtractTextAgent"}, "ums.example.example.MyExtractTextAgent.before_response": {"fullname": "ums.example.example.MyExtractTextAgent.before_response", "modulename": "ums.example.example", "qualname": "MyExtractTextAgent.before_response", "kind": "function", "doc": "

This method is called before the response is sent.\nIf the method returns False no response will be sent. \nThus, by overwriting this method, a response can be prevented.

\n\n

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. \n(Hence, one may stop sending the response and later call send_it() to send the response.)

\n", "signature": "(\tself,\tresponse: ums.utils.types.AgentMessage,\tsend_it: Callable[[], NoneType]) -> bool:", "funcdef": "def"}, "ums.example.example.MyExtractTextAgent.handle": {"fullname": "ums.example.example.MyExtractTextAgent.handle", "modulename": "ums.example.example", "qualname": "MyExtractTextAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.example.example.MySolveAgent": {"fullname": "ums.example.example.MySolveAgent", "modulename": "ums.example.example", "qualname": "MySolveAgent", "kind": "class", "doc": "

A solve agent, create a subclass for your agent.

\n", "bases": "ums.agent.agent.SolveAgent"}, "ums.example.example.MySolveAgent.handle": {"fullname": "ums.example.example.MySolveAgent.handle", "modulename": "ums.example.example", "qualname": "MySolveAgent.handle", "kind": "function", "doc": "

Solve the riddle using data and return a solution.

\n", "signature": "(\tself,\triddle: ums.utils.types.Riddle,\tdata: ums.utils.types.RiddleData) -> ums.utils.types.RiddleSolution:", "funcdef": "def"}, "ums.example.example.MyGatekeeperAgent": {"fullname": "ums.example.example.MyGatekeeperAgent", "modulename": "ums.example.example", "qualname": "MyGatekeeperAgent", "kind": "class", "doc": "

A gatekeeper agent, create a subclass for your agent.

\n", "bases": "ums.agent.agent.GatekeeperAgent"}, "ums.example.example.MyGatekeeperAgent.handle": {"fullname": "ums.example.example.MyGatekeeperAgent.handle", "modulename": "ums.example.example", "qualname": "MyGatekeeperAgent.handle", "kind": "function", "doc": "

Check the solution of riddle and return solution with populated solution.accepted and solution.review.

\n", "signature": "(\tself,\tsolution: ums.utils.types.RiddleSolution,\triddle: ums.utils.types.Riddle) -> ums.utils.types.RiddleSolution:", "funcdef": "def"}, "ums.example.example.AGENT_CLASSES": {"fullname": "ums.example.example.AGENT_CLASSES", "modulename": "ums.example.example", "qualname": "AGENT_CLASSES", "kind": "variable", "doc": "

\n", "default_value": "[<class 'ums.example.example.MyExtractAudioAgent'>, <class 'ums.example.example.MyExtractImageAgent'>, <class 'ums.example.example.MyExtractTextAgent'>, <class 'ums.example.example.MySolveAgent'>, <class 'ums.example.example.MyGatekeeperAgent'>]"}, "ums.management": {"fullname": "ums.management", "modulename": "ums.management", "kind": "module", "doc": "

\n"}, "ums.management.db": {"fullname": "ums.management.db", "modulename": "ums.management.db", "kind": "module", "doc": "

\n"}, "ums.management.db.DB": {"fullname": "ums.management.db.DB", "modulename": "ums.management.db", "qualname": "DB", "kind": "class", "doc": "

\n"}, "ums.management.db.DB.db": {"fullname": "ums.management.db.DB.db", "modulename": "ums.management.db", "qualname": "DB.db", "kind": "variable", "doc": "

\n"}, "ums.management.db.DB.db_lock": {"fullname": "ums.management.db.DB.db_lock", "modulename": "ums.management.db", "qualname": "DB.db_lock", "kind": "variable", "doc": "

\n"}, "ums.management.db.DB.add_message": {"fullname": "ums.management.db.DB.add_message", "modulename": "ums.management.db", "qualname": "DB.add_message", "kind": "function", "doc": "

\n", "signature": "(\tself,\tsender: str,\trecipient: str,\tmessage: ums.utils.types.AgentMessage,\tprocessed: bool = False) -> int:", "funcdef": "def"}, "ums.management.db.DB.set_processed": {"fullname": "ums.management.db.DB.set_processed", "modulename": "ums.management.db", "qualname": "DB.set_processed", "kind": "function", "doc": "

\n", "signature": "(self, count: int, processed: bool = True) -> bool:", "funcdef": "def"}, "ums.management.db.DB.set_solution": {"fullname": "ums.management.db.DB.set_solution", "modulename": "ums.management.db", "qualname": "DB.set_solution", "kind": "function", "doc": "

\n", "signature": "(self, count: int, solution: bool) -> bool:", "funcdef": "def"}, "ums.management.db.DB.iterate": {"fullname": "ums.management.db.DB.iterate", "modulename": "ums.management.db", "qualname": "DB.iterate", "kind": "function", "doc": "

\n", "signature": "(\tself,\tid: str | None = None,\tsender: str | None = None,\trecipient: str | None = None,\tprocessed: bool | None = None,\tsolution: bool | None = None,\ttime_after: int | None = None,\ttime_before: int | None = None,\tlimit: int = 20,\toffset: int = 0,\t_count_only: bool = False) -> Generator[ums.utils.types.MessageDbRow | int, NoneType, NoneType]:", "funcdef": "def"}, "ums.management.db.DB.len": {"fullname": "ums.management.db.DB.len", "modulename": "ums.management.db", "qualname": "DB.len", "kind": "function", "doc": "

See DB.iterate for possible values of kwargs.

\n", "signature": "(self, **kwargs) -> int:", "funcdef": "def"}, "ums.management.db.DB.by_count": {"fullname": "ums.management.db.DB.by_count", "modulename": "ums.management.db", "qualname": "DB.by_count", "kind": "function", "doc": "

\n", "signature": "(self, count: int) -> ums.utils.types.MessageDbRow | None:", "funcdef": "def"}, "ums.management.interface": {"fullname": "ums.management.interface", "modulename": "ums.management.interface", "kind": "module", "doc": "

\n"}, "ums.management.interface.Interface": {"fullname": "ums.management.interface.Interface", "modulename": "ums.management.interface", "qualname": "Interface", "kind": "class", "doc": "

\n"}, "ums.management.interface.Interface.__init__": {"fullname": "ums.management.interface.Interface.__init__", "modulename": "ums.management.interface", "qualname": "Interface.__init__", "kind": "function", "doc": "

\n", "signature": "(\ttemplate: starlette.templating.Jinja2Templates,\tdb: ums.management.db.DB)"}, "ums.management.interface.Interface.template": {"fullname": "ums.management.interface.Interface.template", "modulename": "ums.management.interface", "qualname": "Interface.template", "kind": "variable", "doc": "

\n"}, "ums.management.interface.Interface.db": {"fullname": "ums.management.interface.Interface.db", "modulename": "ums.management.interface", "qualname": "Interface.db", "kind": "variable", "doc": "

\n"}, "ums.management.interface.Interface.router": {"fullname": "ums.management.interface.Interface.router", "modulename": "ums.management.interface", "qualname": "Interface.router", "kind": "variable", "doc": "

\n"}, "ums.management.main": {"fullname": "ums.management.main", "modulename": "ums.management.main", "kind": "module", "doc": "

\n"}, "ums.management.main.WebMain": {"fullname": "ums.management.main.WebMain", "modulename": "ums.management.main", "qualname": "WebMain", "kind": "class", "doc": "

\n"}, "ums.management.main.WebMain.db": {"fullname": "ums.management.main.WebMain.db", "modulename": "ums.management.main", "qualname": "WebMain.db", "kind": "variable", "doc": "

\n"}, "ums.management.main.WebMain.msg_process": {"fullname": "ums.management.main.WebMain.msg_process", "modulename": "ums.management.main", "qualname": "WebMain.msg_process", "kind": "variable", "doc": "

\n"}, "ums.management.process": {"fullname": "ums.management.process", "modulename": "ums.management.process", "kind": "module", "doc": "

\n"}, "ums.management.process.MessageProcessor": {"fullname": "ums.management.process.MessageProcessor", "modulename": "ums.management.process", "qualname": "MessageProcessor", "kind": "class", "doc": "

\n"}, "ums.management.process.MessageProcessor.__init__": {"fullname": "ums.management.process.MessageProcessor.__init__", "modulename": "ums.management.process", "qualname": "MessageProcessor.__init__", "kind": "function", "doc": "

\n", "signature": "(db: ums.management.db.DB)"}, "ums.management.process.MessageProcessor.SOLUTION_MAX_TRIALS": {"fullname": "ums.management.process.MessageProcessor.SOLUTION_MAX_TRIALS", "modulename": "ums.management.process", "qualname": "MessageProcessor.SOLUTION_MAX_TRIALS", "kind": "variable", "doc": "

\n", "default_value": "5"}, "ums.management.process.MessageProcessor.MESSAGE_MAX_CONTACTS": {"fullname": "ums.management.process.MessageProcessor.MESSAGE_MAX_CONTACTS", "modulename": "ums.management.process", "qualname": "MessageProcessor.MESSAGE_MAX_CONTACTS", "kind": "variable", "doc": "

\n", "default_value": "100"}, "ums.management.process.MessageProcessor.MANAGEMENT_URL": {"fullname": "ums.management.process.MessageProcessor.MANAGEMENT_URL", "modulename": "ums.management.process", "qualname": "MessageProcessor.MANAGEMENT_URL", "kind": "variable", "doc": "

\n", "default_value": "'http://127.0.0.1:80'"}, "ums.management.process.MessageProcessor.AGENTS_PROCESS": {"fullname": "ums.management.process.MessageProcessor.AGENTS_PROCESS", "modulename": "ums.management.process", "qualname": "MessageProcessor.AGENTS_PROCESS", "kind": "variable", "doc": "

\n", "default_value": "('',)"}, "ums.management.process.MessageProcessor.AGENTS_SOLVE": {"fullname": "ums.management.process.MessageProcessor.AGENTS_SOLVE", "modulename": "ums.management.process", "qualname": "MessageProcessor.AGENTS_SOLVE", "kind": "variable", "doc": "

\n", "default_value": "('',)"}, "ums.management.process.MessageProcessor.AGENTS_GATEKEEPER": {"fullname": "ums.management.process.MessageProcessor.AGENTS_GATEKEEPER", "modulename": "ums.management.process", "qualname": "MessageProcessor.AGENTS_GATEKEEPER", "kind": "variable", "doc": "

\n", "default_value": "('',)"}, "ums.management.process.MessageProcessor.db": {"fullname": "ums.management.process.MessageProcessor.db", "modulename": "ums.management.process", "qualname": "MessageProcessor.db", "kind": "variable", "doc": "

\n"}, "ums.management.process.MessageProcessor.management_name": {"fullname": "ums.management.process.MessageProcessor.management_name", "modulename": "ums.management.process", "qualname": "MessageProcessor.management_name", "kind": "variable", "doc": "

\n"}, "ums.management.process.MessageProcessor.new_message": {"fullname": "ums.management.process.MessageProcessor.new_message", "modulename": "ums.management.process", "qualname": "MessageProcessor.new_message", "kind": "function", "doc": "

\n", "signature": "(\tself,\tsender: str,\treceiver: str,\tmessage: ums.utils.types.AgentMessage,\tbackground_tasks: fastapi.background.BackgroundTasks) -> ums.utils.types.AgentResponse:", "funcdef": "def"}, "ums.utils": {"fullname": "ums.utils", "modulename": "ums.utils", "kind": "module", "doc": "

\n"}, "ums.utils.logger": {"fullname": "ums.utils.logger", "modulename": "ums.utils", "qualname": "logger", "kind": "variable", "doc": "

\n", "default_value": "<Logger UMS Agenten (WARNING)>"}, "ums.utils.const": {"fullname": "ums.utils.const", "modulename": "ums.utils.const", "kind": "module", "doc": "

This file contains shared constants.\nSee the content ...

\n"}, "ums.utils.const.BASE_PATH": {"fullname": "ums.utils.const.BASE_PATH", "modulename": "ums.utils.const", "qualname": "BASE_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten'"}, "ums.utils.const.SHARE_PATH": {"fullname": "ums.utils.const.SHARE_PATH", "modulename": "ums.utils.const", "qualname": "SHARE_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/share'"}, "ums.utils.const.PERSIST_PATH": {"fullname": "ums.utils.const.PERSIST_PATH", "modulename": "ums.utils.const", "qualname": "PERSIST_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/persist'"}, "ums.utils.const.PUBLIC_PATH": {"fullname": "ums.utils.const.PUBLIC_PATH", "modulename": "ums.utils.const", "qualname": "PUBLIC_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/plattform/web/public'"}, "ums.utils.const.TEMPLATE_PATH": {"fullname": "ums.utils.const.TEMPLATE_PATH", "modulename": "ums.utils.const", "qualname": "TEMPLATE_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/plattform/web/templates'"}, "ums.utils.const.LOG_FILE": {"fullname": "ums.utils.const.LOG_FILE", "modulename": "ums.utils.const", "qualname": "LOG_FILE", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/persist/ums.log'"}, "ums.utils.const.LOG_LEVEL": {"fullname": "ums.utils.const.LOG_LEVEL", "modulename": "ums.utils.const", "qualname": "LOG_LEVEL", "kind": "variable", "doc": "

\n", "default_value": "20"}, "ums.utils.functions": {"fullname": "ums.utils.functions", "modulename": "ums.utils.functions", "kind": "module", "doc": "

\n"}, "ums.utils.functions.list_path": {"fullname": "ums.utils.functions.list_path", "modulename": "ums.utils.functions", "qualname": "list_path", "kind": "function", "doc": "

\n", "signature": "(path: str) -> List[str]:", "funcdef": "def"}, "ums.utils.functions.list_shared": {"fullname": "ums.utils.functions.list_shared", "modulename": "ums.utils.functions", "qualname": "list_shared", "kind": "function", "doc": "

\n", "signature": "(filter: Callable = <function <lambda>>) -> List[str]:", "funcdef": "def"}, "ums.utils.functions.list_shared_data": {"fullname": "ums.utils.functions.list_shared_data", "modulename": "ums.utils.functions", "qualname": "list_shared_data", "kind": "function", "doc": "

\n", "signature": "():", "funcdef": "def"}, "ums.utils.functions.list_shared_schema": {"fullname": "ums.utils.functions.list_shared_schema", "modulename": "ums.utils.functions", "qualname": "list_shared_schema", "kind": "function", "doc": "

\n", "signature": "():", "funcdef": "def"}, "ums.utils.request": {"fullname": "ums.utils.request", "modulename": "ums.utils.request", "kind": "module", "doc": "

Access to the management, e.g., get the list of messages and single messages.\nManually send messages (if necessary, the platforms should do this).

\n\n

Example

\n\n
\n
        m_request = ManagementRequest()\n\n        m_request.get_message(count=12)\n        # MessageDbRow(count=12 sender='from' recipient='to' ...\n\n        m_request.list_messages(id="test", limit=2)\n        # [\n        #       MessageDbRow(count=7256, sender='management', ...),\n        #       MessageDbRow(count=7255, sender='management', ...),\n        # ]\n\n        m_request.total_messages(id="test")\n        # 31\n
\n
\n\n

See also ums.example.__main__ and run in Docker via docker compose exec management python -m ums.example

\n"}, "ums.utils.request.RequestException": {"fullname": "ums.utils.request.RequestException", "modulename": "ums.utils.request", "qualname": "RequestException", "kind": "class", "doc": "

Raised on http and similar errors.

\n", "bases": "builtins.Exception"}, "ums.utils.request.ManagementRequest": {"fullname": "ums.utils.request.ManagementRequest", "modulename": "ums.utils.request", "qualname": "ManagementRequest", "kind": "class", "doc": "

\n"}, "ums.utils.request.ManagementRequest.__init__": {"fullname": "ums.utils.request.ManagementRequest.__init__", "modulename": "ums.utils.request", "qualname": "ManagementRequest.__init__", "kind": "function", "doc": "

If allow_lazy is active, the type checking (by pydantic) is less strict. \nE.g. it does not require that all files in the data section of messages must exist on the file system.

\n", "signature": "(allow_lazy: bool = True)"}, "ums.utils.request.ManagementRequest.MANAGEMENT_URL": {"fullname": "ums.utils.request.ManagementRequest.MANAGEMENT_URL", "modulename": "ums.utils.request", "qualname": "ManagementRequest.MANAGEMENT_URL", "kind": "variable", "doc": "

\n", "default_value": "'http://127.0.0.1:80'"}, "ums.utils.request.ManagementRequest.get_message": {"fullname": "ums.utils.request.ManagementRequest.get_message", "modulename": "ums.utils.request", "qualname": "ManagementRequest.get_message", "kind": "function", "doc": "

Get a message (like a table row) from the management by using the count.

\n\n

May raise RequestException.

\n", "signature": "(self, count: int) -> ums.utils.types.MessageDbRow:", "funcdef": "def"}, "ums.utils.request.ManagementRequest.list_messages": {"fullname": "ums.utils.request.ManagementRequest.list_messages", "modulename": "ums.utils.request", "qualname": "ManagementRequest.list_messages", "kind": "function", "doc": "

Get the rows in the tables as list of messages.\nThe arguments are used for filtering.

\n\n

May raise RequestException.

\n", "signature": "(\tself,\tid: str | None = None,\tsender: str | None = None,\trecipient: str | None = None,\tprocessed: bool | None = None,\tsolution: bool | None = None,\ttime_after: int | None = None,\ttime_before: int | None = None,\tlimit: int = 10,\toffset: int = 0) -> List[ums.utils.types.MessageDbRow]:", "funcdef": "def"}, "ums.utils.request.ManagementRequest.total_messages": {"fullname": "ums.utils.request.ManagementRequest.total_messages", "modulename": "ums.utils.request", "qualname": "ManagementRequest.total_messages", "kind": "function", "doc": "

Get the total number of rows in the tables matching the filters.

\n\n

May raise RequestException.

\n", "signature": "(\tself,\tid: str | None = None,\tsender: str | None = None,\trecipient: str | None = None,\tprocessed: bool | None = None,\tsolution: bool | None = None,\ttime_after: int | None = None,\ttime_before: int | None = None) -> int:", "funcdef": "def"}, "ums.utils.request.ManagementRequest.send_message": {"fullname": "ums.utils.request.ManagementRequest.send_message", "modulename": "ums.utils.request", "qualname": "ManagementRequest.send_message", "kind": "function", "doc": "

Send the message to the management and return the management's agent response.\n(On error an agent response with error message).

\n", "signature": "(\tself,\tmessage: ums.utils.types.AgentMessage) -> ums.utils.types.AgentResponse:", "funcdef": "def"}, "ums.utils.schema": {"fullname": "ums.utils.schema", "modulename": "ums.utils.schema", "kind": "module", "doc": "

This represents the basic types used for representing extracted information from the data.\nThe types are implemented using pydantic.\nIt provides validation, allow JSON serialization and works well with FastAPI which is used internally for the http request between the agents and the management.

\n"}, "ums.utils.schema.ExtractionSchema": {"fullname": "ums.utils.schema.ExtractionSchema", "modulename": "ums.utils.schema", "qualname": "ExtractionSchema", "kind": "class", "doc": "

This is the basic class used as superclass for all extracted information from data items.

\n", "bases": "pydantic.main.BaseModel"}, "ums.utils.types": {"fullname": "ums.utils.types", "modulename": "ums.utils.types", "kind": "module", "doc": "

This represents the basic types used to interact with the management.\nThe types are implemented using pydantic.\nIt provides validation, allow JSON serialization and works well with FastAPI which is used internally for the http request between the agents and the management.

\n\n

Example

\n\n
\n
        ex = AgentMessage(\n                id="ex1",\n                riddle={\n                        "context":"Example 1",\n                        "question":"Get the name of the person."\n                },\n                data=[\n                        RiddleData(\n                                type=RiddleDataType.TEXT,\n                                file_plain="./cv.txt"\n                        )\n                ]\n        )\n        ex.status.extract.required = False\n
\n
\n\n
\n
        {\n                "id": "ex1",\n                "sub_ids": [],\n                "riddle": {\n                        "context": "Example 1",\n                        "question": "Get the name of the person.",\n                        "solutions_before": []\n                },\n                "solution": null,\n                "data": [\n                        {\n                                "type": "text",\n                                "file_plain": "/ums-agenten/share/cv.txt",\n                                "file_extracted": null,\n                                "prompt": null\n                        }\n                ],\n                "status": {\n                        "extract": {\n                                "required": false,\n                                "finished": false\n                        },\n                        "solve": {\n                                "required": true,\n                                "finished": false\n                        },\n                        "validate": {\n                                "required": true,\n                                "finished": false\n                        },\n                        "trial": 0,\n                        "solved": false\n                },\n                "contacts": 0\n        }\n
\n
\n\n
\n
        ex.solution = RiddleSolution(\n                solution="Otto",\n                explanation="Written in line 6 after 'Name:'"\n        )\n
\n
\n\n
\n
        {\n                ...\n                "solution": {\n                        "solution": "Otto",\n                        "explanation": "Written in line 6 after 'Name:'",\n                        "used_data": [],\n                        "accepted": false,\n                        "review": null\n                },\n                ...\n        }\n
\n
\n"}, "ums.utils.types.RiddleInformation": {"fullname": "ums.utils.types.RiddleInformation", "modulename": "ums.utils.types", "qualname": "RiddleInformation", "kind": "class", "doc": "

Usage docs: https://docs.pydantic.dev/2.9/concepts/models/

\n\n

A base class for creating Pydantic models.

\n\n
Attributes:
\n\n
    \n
  • __class_vars__: The names of the class variables defined on the model.
    • \n
  • __private_attributes__: Metadata about the private attributes of the model.
    • \n
  • __signature__: The synthesized __init__ [Signature][inspect.Signature] of the model.
    • \n
  • __pydantic_complete__: Whether model building is completed, or if there are still undefined fields.
    • \n
  • __pydantic_core_schema__: The core schema of the model.
    • \n
  • __pydantic_custom_init__: Whether the model has a custom __init__ function.
    • \n
  • __pydantic_decorators__: Metadata containing the decorators defined on the model.\nThis replaces Model.__validators__ and Model.__root_validators__ from Pydantic V1.
    • \n
  • __pydantic_generic_metadata__: Metadata for generic models; contains data used for a similar purpose to\n__args__, __origin__, __parameters__ in typing-module generics. May eventually be replaced by these.
    • \n
  • __pydantic_parent_namespace__: Parent namespace of the model, used for automatic rebuilding of models.
    • \n
  • __pydantic_post_init__: The name of the post-init method for the model, if defined.
    • \n
  • __pydantic_root_model__: Whether the model is a [RootModel][pydantic.root_model.RootModel].
    • \n
  • __pydantic_serializer__: The pydantic-core SchemaSerializer used to dump instances of the model.
    • \n
  • __pydantic_validator__: The pydantic-core SchemaValidator used to validate instances of the model.
    • \n
  • __pydantic_extra__: A dictionary containing extra values, if [extra][pydantic.config.ConfigDict.extra]\nis set to 'allow'.
    • \n
  • __pydantic_fields_set__: The names of fields explicitly set during instantiation.
    • \n
  • __pydantic_private__: Values of private attributes set on the model instance.
    • \n
\n", "bases": "pydantic.main.BaseModel"}, "ums.utils.types.RiddleDataType": {"fullname": "ums.utils.types.RiddleDataType", "modulename": "ums.utils.types", "qualname": "RiddleDataType", "kind": "class", "doc": "

Enum for the three types of data used in a riddle.

\n", "bases": "enum.Enum"}, "ums.utils.types.RiddleDataType.TEXT": {"fullname": "ums.utils.types.RiddleDataType.TEXT", "modulename": "ums.utils.types", "qualname": "RiddleDataType.TEXT", "kind": "variable", "doc": "

\n", "default_value": "<RiddleDataType.TEXT: 'text'>"}, "ums.utils.types.RiddleDataType.IMAGE": {"fullname": "ums.utils.types.RiddleDataType.IMAGE", "modulename": "ums.utils.types", "qualname": "RiddleDataType.IMAGE", "kind": "variable", "doc": "

\n", "default_value": "<RiddleDataType.IMAGE: 'image'>"}, "ums.utils.types.RiddleDataType.AUDIO": {"fullname": "ums.utils.types.RiddleDataType.AUDIO", "modulename": "ums.utils.types", "qualname": "RiddleDataType.AUDIO", "kind": "variable", "doc": "

\n", "default_value": "<RiddleDataType.AUDIO: 'audio'>"}, "ums.utils.types.RiddleData": {"fullname": "ums.utils.types.RiddleData", "modulename": "ums.utils.types", "qualname": "RiddleData", "kind": "class", "doc": "

A data item to be used to solve the riddle

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleData.type": {"fullname": "ums.utils.types.RiddleData.type", "modulename": "ums.utils.types", "qualname": "RiddleData.type", "kind": "variable", "doc": "

The type of the data item.

\n", "annotation": ": ums.utils.types.RiddleDataType"}, "ums.utils.types.RiddleData.file_plain": {"fullname": "ums.utils.types.RiddleData.file_plain", "modulename": "ums.utils.types", "qualname": "RiddleData.file_plain", "kind": "variable", "doc": "

The plain file (as path to file system) without any processing.

\n\n

The path will be validated and must start with SHARE_PATH (or be relative to SHARE_PATH).\nThe file must exist.

\n", "annotation": ": Annotated[str, AfterValidator(func=<function _check_data_file at 0x101d893a0>), WrapValidator(func=<function _ignore_file_missing at 0x1020ad800>, json_schema_input_type=PydanticUndefined)]"}, "ums.utils.types.RiddleData.file_extracted": {"fullname": "ums.utils.types.RiddleData.file_extracted", "modulename": "ums.utils.types", "qualname": "RiddleData.file_extracted", "kind": "variable", "doc": "

The processed files (as path to file system), i.e., a schematic file containing all extracted informations.

\n\n

The path will be validated and must start with SHARE_PATH (or be relative to SHARE_PATH).\nThe file must exist.

\n", "annotation": ": Optional[Annotated[str, AfterValidator(func=<function _check_data_file at 0x101d893a0>), WrapValidator(func=<function _ignore_file_missing at 0x1020ad800>, json_schema_input_type=PydanticUndefined)]]"}, "ums.utils.types.RiddleData.prompt": {"fullname": "ums.utils.types.RiddleData.prompt", "modulename": "ums.utils.types", "qualname": "RiddleData.prompt", "kind": "variable", "doc": "

An optional prompt giving more details to the extraction agent, e.g., selecting a type of extraction/ task to do with the data.

\n", "annotation": ": str | ums.utils.schema.ExtractionSchema | None"}, "ums.utils.types.RiddleSolution": {"fullname": "ums.utils.types.RiddleSolution", "modulename": "ums.utils.types", "qualname": "RiddleSolution", "kind": "class", "doc": "

A solution of a riddle.

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleSolution.solution": {"fullname": "ums.utils.types.RiddleSolution.solution", "modulename": "ums.utils.types", "qualname": "RiddleSolution.solution", "kind": "variable", "doc": "

The textual value of the solution.

\n", "annotation": ": str"}, "ums.utils.types.RiddleSolution.explanation": {"fullname": "ums.utils.types.RiddleSolution.explanation", "modulename": "ums.utils.types", "qualname": "RiddleSolution.explanation", "kind": "variable", "doc": "

An explanation of the solution.

\n", "annotation": ": str"}, "ums.utils.types.RiddleSolution.used_data": {"fullname": "ums.utils.types.RiddleSolution.used_data", "modulename": "ums.utils.types", "qualname": "RiddleSolution.used_data", "kind": "variable", "doc": "

The data items used to create the solution (optional).

\n", "annotation": ": List[ums.utils.types.RiddleData]"}, "ums.utils.types.RiddleSolution.accepted": {"fullname": "ums.utils.types.RiddleSolution.accepted", "modulename": "ums.utils.types", "qualname": "RiddleSolution.accepted", "kind": "variable", "doc": "

If the solution is accepted by validator/ gatekeeper.

\n", "annotation": ": bool"}, "ums.utils.types.RiddleSolution.review": {"fullname": "ums.utils.types.RiddleSolution.review", "modulename": "ums.utils.types", "qualname": "RiddleSolution.review", "kind": "variable", "doc": "

A review of the solution (if None: not tried to validate)

\n", "annotation": ": str | None"}, "ums.utils.types.Riddle": {"fullname": "ums.utils.types.Riddle", "modulename": "ums.utils.types", "qualname": "Riddle", "kind": "class", "doc": "

The riddle (the task description and possibly a solution)

\n", "bases": "RiddleInformation"}, "ums.utils.types.Riddle.context": {"fullname": "ums.utils.types.Riddle.context", "modulename": "ums.utils.types", "qualname": "Riddle.context", "kind": "variable", "doc": "

The context of the riddle (as textual string).

\n", "annotation": ": str"}, "ums.utils.types.Riddle.question": {"fullname": "ums.utils.types.Riddle.question", "modulename": "ums.utils.types", "qualname": "Riddle.question", "kind": "variable", "doc": "

The actual main question of the riddle (as textual string).

\n", "annotation": ": str"}, "ums.utils.types.Riddle.solutions_before": {"fullname": "ums.utils.types.Riddle.solutions_before", "modulename": "ums.utils.types", "qualname": "Riddle.solutions_before", "kind": "variable", "doc": "

If already tried to solve this riddle before, the (not accepted) solutions are stored here

\n", "annotation": ": List[ums.utils.types.RiddleSolution]"}, "ums.utils.types.RiddleSubStatus": {"fullname": "ums.utils.types.RiddleSubStatus", "modulename": "ums.utils.types", "qualname": "RiddleSubStatus", "kind": "class", "doc": "

The sub status for each possible step a riddle may go though.

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleSubStatus.required": {"fullname": "ums.utils.types.RiddleSubStatus.required", "modulename": "ums.utils.types", "qualname": "RiddleSubStatus.required", "kind": "variable", "doc": "

Is this step required (i.e., requested)

\n", "annotation": ": bool"}, "ums.utils.types.RiddleSubStatus.finished": {"fullname": "ums.utils.types.RiddleSubStatus.finished", "modulename": "ums.utils.types", "qualname": "RiddleSubStatus.finished", "kind": "variable", "doc": "

Was this step already executed.

\n", "annotation": ": bool"}, "ums.utils.types.RiddleStatus": {"fullname": "ums.utils.types.RiddleStatus", "modulename": "ums.utils.types", "qualname": "RiddleStatus", "kind": "class", "doc": "

The status of a riddle, will be mostly changed by Management when the riddle is sent to different agents while solving it.

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleStatus.extract": {"fullname": "ums.utils.types.RiddleStatus.extract", "modulename": "ums.utils.types", "qualname": "RiddleStatus.extract", "kind": "variable", "doc": "

The first extract step (image, text, audio -> more sematic data)

\n\n

The RiddleData items in AgentMessage.data shall have file_extracted afterwards.

\n", "annotation": ": ums.utils.types.RiddleSubStatus"}, "ums.utils.types.RiddleStatus.solve": {"fullname": "ums.utils.types.RiddleStatus.solve", "modulename": "ums.utils.types", "qualname": "RiddleStatus.solve", "kind": "variable", "doc": "

The main solving step.

\n\n

AgentMessage.solution shall be an RiddleSolution afterwards.

\n", "annotation": ": ums.utils.types.RiddleSubStatus"}, "ums.utils.types.RiddleStatus.validate": {"fullname": "ums.utils.types.RiddleStatus.validate", "modulename": "ums.utils.types", "qualname": "RiddleStatus.validate", "kind": "function", "doc": "

The validation step, i.e., does the gatekeeper accept the solution in AgentMessage.solution.

\n", "signature": "(cls, value: Any) -> Self:", "funcdef": "def"}, "ums.utils.types.RiddleStatus.trial": {"fullname": "ums.utils.types.RiddleStatus.trial", "modulename": "ums.utils.types", "qualname": "RiddleStatus.trial", "kind": "variable", "doc": "

A counter for the number of trials.\nEach time the gatekeeper does not accept a solution of this riddle, the value is incremented.

\n", "annotation": ": int"}, "ums.utils.types.RiddleStatus.solved": {"fullname": "ums.utils.types.RiddleStatus.solved", "modulename": "ums.utils.types", "qualname": "RiddleStatus.solved", "kind": "variable", "doc": "

True, after the gatekeeper accepts the solution at AgentMessage.solution

\n", "annotation": ": bool"}, "ums.utils.types.AgentMessage": {"fullname": "ums.utils.types.AgentMessage", "modulename": "ums.utils.types", "qualname": "AgentMessage", "kind": "class", "doc": "

The basic message, which is sent be the agent and the management.\nThe objects will be JSON en- and decoded.

\n", "bases": "RiddleInformation"}, "ums.utils.types.AgentMessage.id": {"fullname": "ums.utils.types.AgentMessage.id", "modulename": "ums.utils.types", "qualname": "AgentMessage.id", "kind": "variable", "doc": "

The riddle id, e.g., ex1\nThis is a unique string and identifies the riddle.

\n", "annotation": ": str"}, "ums.utils.types.AgentMessage.sub_ids": {"fullname": "ums.utils.types.AgentMessage.sub_ids", "modulename": "ums.utils.types", "qualname": "AgentMessage.sub_ids", "kind": "variable", "doc": "

There might be cases, when an agent decided to split in riddle in multiple smaller steps.\nEach sub riddle will then get its own id (i.e., ex1-sub1) while the sub id is added here as reference.

\n", "annotation": ": List[str]"}, "ums.utils.types.AgentMessage.riddle": {"fullname": "ums.utils.types.AgentMessage.riddle", "modulename": "ums.utils.types", "qualname": "AgentMessage.riddle", "kind": "variable", "doc": "

The riddle to solve.

\n", "annotation": ": ums.utils.types.Riddle"}, "ums.utils.types.AgentMessage.solution": {"fullname": "ums.utils.types.AgentMessage.solution", "modulename": "ums.utils.types", "qualname": "AgentMessage.solution", "kind": "variable", "doc": "

The solution of the riddle (or empty if no solution available)

\n", "annotation": ": ums.utils.types.RiddleSolution | None"}, "ums.utils.types.AgentMessage.data": {"fullname": "ums.utils.types.AgentMessage.data", "modulename": "ums.utils.types", "qualname": "AgentMessage.data", "kind": "variable", "doc": "

The data to get the solution from.

\n", "annotation": ": List[ums.utils.types.RiddleData]"}, "ums.utils.types.AgentMessage.status": {"fullname": "ums.utils.types.AgentMessage.status", "modulename": "ums.utils.types", "qualname": "AgentMessage.status", "kind": "variable", "doc": "

The status of the riddle.

\n", "annotation": ": ums.utils.types.RiddleStatus"}, "ums.utils.types.AgentMessage.contacts": {"fullname": "ums.utils.types.AgentMessage.contacts", "modulename": "ums.utils.types", "qualname": "AgentMessage.contacts", "kind": "variable", "doc": "

A counter representing the number of contacts the management had with this message.\nEach time the management processes the message, this counter is incremented by 1.\nUsing this counter the management is able to detect cycles and stop them.

\n", "annotation": ": int"}, "ums.utils.types.AgentResponse": {"fullname": "ums.utils.types.AgentResponse", "modulename": "ums.utils.types", "qualname": "AgentResponse", "kind": "class", "doc": "

Returned by the management when receiving an AgentMessage.

\n", "bases": "RiddleInformation"}, "ums.utils.types.AgentResponse.count": {"fullname": "ums.utils.types.AgentResponse.count", "modulename": "ums.utils.types", "qualname": "AgentResponse.count", "kind": "variable", "doc": "

The count of the message (overall numeric id).

\n", "annotation": ": int"}, "ums.utils.types.AgentResponse.msg": {"fullname": "ums.utils.types.AgentResponse.msg", "modulename": "ums.utils.types", "qualname": "AgentResponse.msg", "kind": "variable", "doc": "

An additional message.

\n", "annotation": ": str | None"}, "ums.utils.types.AgentResponse.error": {"fullname": "ums.utils.types.AgentResponse.error", "modulename": "ums.utils.types", "qualname": "AgentResponse.error", "kind": "variable", "doc": "

If an error occurred.

\n", "annotation": ": bool"}, "ums.utils.types.AgentResponse.error_msg": {"fullname": "ums.utils.types.AgentResponse.error_msg", "modulename": "ums.utils.types", "qualname": "AgentResponse.error_msg", "kind": "variable", "doc": "

Error message (if error )

\n", "annotation": ": str | None"}, "ums.utils.types.MessageDbRow": {"fullname": "ums.utils.types.MessageDbRow", "modulename": "ums.utils.types", "qualname": "MessageDbRow", "kind": "class", "doc": "

Object representing a database row.

\n", "bases": "pydantic.main.BaseModel"}, "ums.utils.types.MessageDbRow.count": {"fullname": "ums.utils.types.MessageDbRow.count", "modulename": "ums.utils.types", "qualname": "MessageDbRow.count", "kind": "variable", "doc": "

The count (primary key) of the item.

\n", "annotation": ": int"}, "ums.utils.types.MessageDbRow.sender": {"fullname": "ums.utils.types.MessageDbRow.sender", "modulename": "ums.utils.types", "qualname": "MessageDbRow.sender", "kind": "variable", "doc": "

The sender of the message.

\n", "annotation": ": str"}, "ums.utils.types.MessageDbRow.recipient": {"fullname": "ums.utils.types.MessageDbRow.recipient", "modulename": "ums.utils.types", "qualname": "MessageDbRow.recipient", "kind": "variable", "doc": "

The recipient of the message

\n", "annotation": ": str"}, "ums.utils.types.MessageDbRow.time": {"fullname": "ums.utils.types.MessageDbRow.time", "modulename": "ums.utils.types", "qualname": "MessageDbRow.time", "kind": "variable", "doc": "

The time (unix timestamp) the message was received/ sent.

\n", "annotation": ": int"}, "ums.utils.types.MessageDbRow.message": {"fullname": "ums.utils.types.MessageDbRow.message", "modulename": "ums.utils.types", "qualname": "MessageDbRow.message", "kind": "variable", "doc": "

The message received/ sent.

\n", "annotation": ": ums.utils.types.AgentMessage"}, "ums.utils.types.MessageDbRow.processed": {"fullname": "ums.utils.types.MessageDbRow.processed", "modulename": "ums.utils.types", "qualname": "MessageDbRow.processed", "kind": "variable", "doc": "

Did the management process the message, i.e., did the tasks necessary for this message (mostly only relevant for received messages).

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Does this message contain a valid solution?\nTrue if contains valid solution, False if solution not valid, Null/None if not applicable

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The package ums contains the Agenten-Plattform, the implementations of the agents shall be created in the package src, see Agent-Template.

\n\n
\n

Side note: The classes with comments may be useful when implementing the agents.\n The classes without comments may be safe to ignore and are (only) used internally.

\n
\n\n
    \n
  • ums.agent\n
      \n
    • Contains the implementation of an agent for handling requests by the implementations in src.
      • \n
    • Check for running single tasks without using management.
      • \n
    • \n
  • ums.example\n
      \n
    • Contains a very simple examples for all types of agents.
      • \n
    • See ums.example.example
      • \n
    • \n
  • ums.management\n
    • \n
  • ums.utils\n
      \n
    • Contains various utilities.
      • \n
    • ums.utils.const.SHARE_PATH The path for shared files between all agents
      • \n
    • ums.utils.const.PERSIST_PATH The path to store persistent data of an agent
      • \n
    • ums.utils.request.ManagementRequest Run request to the management (only necessary in special cases, most requests done automatically by platform)
      • \n
    • ums.utils.schema The schema (types) used in the files storing extracted data from plain data
      • \n
    • ums.utils.types The types used in the communication between agent and management
      • \n
    • \n
\n"}, "ums.agent": {"fullname": "ums.agent", "modulename": "ums.agent", "kind": "module", "doc": "

Run as Agent

\n\n

The env. variable AGENTS_LIST is used to identify the agents classes/ task handlers.\nIt must contain he the package name and a variable name in this package divided by :. \nThen, the variable contains a list of agent classes (subclasses of ums.agent.agent.BasicAgent)

\n\n

For example AGENTS_LIST=ums.example.example:AGENT_CLASSES, then in file ./ums/example/example.py a variable AGENT_CLASSES exists. \nOne line in this file, e.g., is AGENT_CLASSES = [MyExtractAudioAgent, MyExtractImageAgent].

\n\n

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.

\n\n

Run Single Task

\n\n

For development it might be cumbersome to always require a running management container and sending messages. \nHence, tasks can be run manually from the terminal (still in the container and using the agent classes), but without having a management.

\n\n

This also uses the AGENTS_LIST env. variable, but the tasks are sent via command line:

\n\n

There are three ways to send a task (if the agent's Docker container is running):

\n\n
    \n
  • docker compose exec agent_all python -m ums.agent -d\n
      \n
    • Run a dummy task
      • \n
    • Possibly agent_all needs to be changed to the service name (see docker-compose.yml) of the agent's Docker container
      • \n
    • \n
  • cat ./msg.json | docker compose exec -T agent_all python -m ums.agent -i\n
      \n
    • Send the task (json of AgentMessage) via STDIN from file ./msg.json to the agent
      • \n
    • \n
  • docker compose exec agent_all python -m ums.agent -f msg.json\n
      \n
    • Get the task from the json file, the files are searched for by full name, in the shared, and the persistent directory.
      • \n
    • \n
\n\n

If the Agent's Docker container is not running, a temporary container can be started.\nFor the dummy message, the command would be docker compose run --rm --entrypoint \"\" agent_all python -m ums.agent -d.\n(Again, change agent_all for the service name in docker-compose.yml.)

\n"}, "ums.agent.agent": {"fullname": "ums.agent.agent", "modulename": "ums.agent.agent", "kind": "module", "doc": "

\n"}, "ums.agent.agent.AgentCapability": {"fullname": "ums.agent.agent.AgentCapability", "modulename": "ums.agent.agent", "qualname": "AgentCapability", "kind": "class", "doc": "

The three different capabilities an agent can have.

\n", "bases": "enum.Enum"}, "ums.agent.agent.AgentCapability.EXTRACT": {"fullname": "ums.agent.agent.AgentCapability.EXTRACT", "modulename": "ums.agent.agent", "qualname": "AgentCapability.EXTRACT", "kind": "variable", "doc": "

\n", "default_value": "<AgentCapability.EXTRACT: 'extract'>"}, "ums.agent.agent.AgentCapability.SOLVE": {"fullname": "ums.agent.agent.AgentCapability.SOLVE", "modulename": "ums.agent.agent", "qualname": "AgentCapability.SOLVE", "kind": "variable", "doc": "

\n", "default_value": "<AgentCapability.SOLVE: 'solve'>"}, "ums.agent.agent.AgentCapability.GATEKEEPER": {"fullname": "ums.agent.agent.AgentCapability.GATEKEEPER", "modulename": "ums.agent.agent", "qualname": "AgentCapability.GATEKEEPER", "kind": "variable", "doc": "

\n", "default_value": "<AgentCapability.GATEKEEPER: 'gatekeeper'>"}, "ums.agent.agent.BasicAgent": {"fullname": "ums.agent.agent.BasicAgent", "modulename": "ums.agent.agent", "qualname": "BasicAgent", "kind": "class", "doc": "

A basic agent, each agent will be a subclass of this class.

\n", "bases": "abc.ABC"}, "ums.agent.agent.BasicAgent.agent_capability": {"fullname": "ums.agent.agent.BasicAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "BasicAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.before_response": {"fullname": "ums.agent.agent.BasicAgent.before_response", "modulename": "ums.agent.agent", "qualname": "BasicAgent.before_response", "kind": "function", "doc": "

This method is called before the response is sent.\nIf the method returns False no response will be sent. \nThus, by overwriting this method, a response can be prevented.

\n\n

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. \n(Hence, one may stop sending the response and later call send_it() to send the response.)

\n", "signature": "(\tself,\tresponse: ums.utils.types.AgentMessage,\tsend_it: Callable[[], NoneType]) -> bool:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.message": {"fullname": "ums.agent.agent.BasicAgent.message", "modulename": "ums.agent.agent", "qualname": "BasicAgent.message", "kind": "function", "doc": "

Get the message this agent object is working on.

\n", "signature": "(self) -> ums.utils.types.AgentMessage:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.sub_riddle": {"fullname": "ums.agent.agent.BasicAgent.sub_riddle", "modulename": "ums.agent.agent", "qualname": "BasicAgent.sub_riddle", "kind": "function", "doc": "

Create a new sub-riddle for solving details of the current riddle.\nFor the sub-riddle, give a riddle and optionally, a selection of data items (default none) and a status (default ums.utils.types.RiddleStatus()).\nBy changing a status, different steps can be (de-)selected.

\n\n

Return the message of the sub-riddle or false on error.

\n", "signature": "(\tself,\triddle: ums.utils.types.Riddle,\tdata: List[ums.utils.types.RiddleData] = [],\tstatus: ums.utils.types.RiddleStatus = None) -> ums.utils.types.AgentMessage | bool:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.handle": {"fullname": "ums.agent.agent.BasicAgent.handle", "modulename": "ums.agent.agent", "qualname": "BasicAgent.handle", "kind": "function", "doc": "

Handle a single task of the agent, the arguments and return value depends on the actual task (see subclass)!

\n\n

This is the method to implement!

\n\n

The full message is available via message(), a sub riddle can be created with sub_riddle().

\n", "signature": "(\tself,\t*args: ums.utils.types.RiddleInformation) -> ums.utils.types.RiddleInformation:", "funcdef": "def"}, "ums.agent.agent.BasicAgent.get_extracted": {"fullname": "ums.agent.agent.BasicAgent.get_extracted", "modulename": "ums.agent.agent", "qualname": "BasicAgent.get_extracted", "kind": "function", "doc": "

Loads the extracted data from the data item (i.e., from the file data.file_extracted).

\n\n

Returns None if no extracted data found.

\n", "signature": "(\tself,\tdata: ums.utils.types.RiddleData) -> ums.utils.schema.ExtractedData | None:", "funcdef": "def"}, "ums.agent.agent.ExtractAgent": {"fullname": "ums.agent.agent.ExtractAgent", "modulename": "ums.agent.agent", "qualname": "ExtractAgent", "kind": "class", "doc": "

An extraction agent.

\n", "bases": "BasicAgent"}, "ums.agent.agent.ExtractAgent.agent_capability": {"fullname": "ums.agent.agent.ExtractAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "ExtractAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.ExtractAgent.extract_type": {"fullname": "ums.agent.agent.ExtractAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.ExtractAgent.handle": {"fullname": "ums.agent.agent.ExtractAgent.handle", "modulename": "ums.agent.agent", "qualname": "ExtractAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.agent.agent.ExtractAgent.store_extracted": {"fullname": "ums.agent.agent.ExtractAgent.store_extracted", "modulename": "ums.agent.agent", "qualname": "ExtractAgent.store_extracted", "kind": "function", "doc": "

Stores the newly extracted data (in extracted) from data (i.e., data.file_plain) \nand returns the filename to use in data.file_extracted.

\n", "signature": "(\tself,\tdata: ums.utils.types.RiddleData,\textracted: ums.utils.schema.ExtractedData) -> str:", "funcdef": "def"}, "ums.agent.agent.ExtractTextAgent": {"fullname": "ums.agent.agent.ExtractTextAgent", "modulename": "ums.agent.agent", "qualname": "ExtractTextAgent", "kind": "class", "doc": "

An extraction agent for text, create a subclass for your agent.

\n", "bases": "ExtractAgent"}, "ums.agent.agent.ExtractTextAgent.extract_type": {"fullname": "ums.agent.agent.ExtractTextAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractTextAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.ExtractAudioAgent": {"fullname": "ums.agent.agent.ExtractAudioAgent", "modulename": "ums.agent.agent", "qualname": "ExtractAudioAgent", "kind": "class", "doc": "

An extraction agent for audio, create a subclass for your agent.

\n", "bases": "ExtractAgent"}, "ums.agent.agent.ExtractAudioAgent.extract_type": {"fullname": "ums.agent.agent.ExtractAudioAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractAudioAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.ExtractImageAgent": {"fullname": "ums.agent.agent.ExtractImageAgent", "modulename": "ums.agent.agent", "qualname": "ExtractImageAgent", "kind": "class", "doc": "

An extraction agent for images, create a subclass for your agent.

\n", "bases": "ExtractAgent"}, "ums.agent.agent.ExtractImageAgent.extract_type": {"fullname": "ums.agent.agent.ExtractImageAgent.extract_type", "modulename": "ums.agent.agent", "qualname": "ExtractImageAgent.extract_type", "kind": "function", "doc": "

Represents the data this agent can process.

\n", "signature": "() -> ums.utils.types.RiddleDataType:", "funcdef": "def"}, "ums.agent.agent.SolveAgent": {"fullname": "ums.agent.agent.SolveAgent", "modulename": "ums.agent.agent", "qualname": "SolveAgent", "kind": "class", "doc": "

A solve agent, create a subclass for your agent.

\n", "bases": "BasicAgent"}, "ums.agent.agent.SolveAgent.agent_capability": {"fullname": "ums.agent.agent.SolveAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "SolveAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.SolveAgent.handle": {"fullname": "ums.agent.agent.SolveAgent.handle", "modulename": "ums.agent.agent", "qualname": "SolveAgent.handle", "kind": "function", "doc": "

Solve the riddle using data and return a solution.

\n", "signature": "(\tself,\triddle: ums.utils.types.Riddle,\tdata: List[ums.utils.types.RiddleData]) -> ums.utils.types.RiddleSolution:", "funcdef": "def"}, "ums.agent.agent.GatekeeperAgent": {"fullname": "ums.agent.agent.GatekeeperAgent", "modulename": "ums.agent.agent", "qualname": "GatekeeperAgent", "kind": "class", "doc": "

A gatekeeper agent, create a subclass for your agent.

\n", "bases": "BasicAgent"}, "ums.agent.agent.GatekeeperAgent.agent_capability": {"fullname": "ums.agent.agent.GatekeeperAgent.agent_capability", "modulename": "ums.agent.agent", "qualname": "GatekeeperAgent.agent_capability", "kind": "function", "doc": "

Represents the capabilities of this agent, for messages/ tasks of this capability, the handle method will be called.

\n", "signature": "() -> ums.agent.agent.AgentCapability:", "funcdef": "def"}, "ums.agent.agent.GatekeeperAgent.handle": {"fullname": "ums.agent.agent.GatekeeperAgent.handle", "modulename": "ums.agent.agent", "qualname": "GatekeeperAgent.handle", "kind": "function", "doc": "

Check the solution of riddle and return solution with populated solution.accepted and solution.review.

\n", "signature": "(\tself,\tsolution: ums.utils.types.RiddleSolution,\triddle: ums.utils.types.Riddle) -> ums.utils.types.RiddleSolution:", "funcdef": "def"}, "ums.agent.main": {"fullname": "ums.agent.main", "modulename": "ums.agent.main", "kind": "module", "doc": "

\n"}, "ums.agent.main.WebMain": {"fullname": "ums.agent.main.WebMain", "modulename": "ums.agent.main", "qualname": "WebMain", "kind": "class", "doc": "

\n"}, "ums.agent.main.WebMain.msg_process": {"fullname": "ums.agent.main.WebMain.msg_process", "modulename": "ums.agent.main", "qualname": "WebMain.msg_process", "kind": "variable", "doc": "

\n"}, "ums.agent.process": {"fullname": "ums.agent.process", "modulename": "ums.agent.process", "kind": "module", "doc": "

\n"}, "ums.agent.process.MessageProcessor": {"fullname": "ums.agent.process.MessageProcessor", "modulename": "ums.agent.process", "qualname": "MessageProcessor", "kind": "class", "doc": "

\n"}, "ums.agent.process.MessageProcessor.__init__": {"fullname": "ums.agent.process.MessageProcessor.__init__", "modulename": "ums.agent.process", "qualname": "MessageProcessor.__init__", "kind": "function", "doc": "

\n", "signature": "(disable_messages: bool = False)"}, "ums.agent.process.MessageProcessor.MANAGEMENT_URL": {"fullname": "ums.agent.process.MessageProcessor.MANAGEMENT_URL", "modulename": "ums.agent.process", "qualname": "MessageProcessor.MANAGEMENT_URL", "kind": "variable", "doc": "

\n", "default_value": "'http://127.0.0.1:80'"}, "ums.agent.process.MessageProcessor.AGENTS_LIST": {"fullname": "ums.agent.process.MessageProcessor.AGENTS_LIST", "modulename": "ums.agent.process", "qualname": "MessageProcessor.AGENTS_LIST", "kind": "variable", "doc": "

\n", "default_value": "'ums.example.example:AGENT_CLASSES'"}, "ums.agent.process.MessageProcessor.counts": {"fullname": "ums.agent.process.MessageProcessor.counts", "modulename": "ums.agent.process", "qualname": "MessageProcessor.counts", "kind": "variable", "doc": "

\n"}, "ums.agent.process.MessageProcessor.disable_messages": {"fullname": "ums.agent.process.MessageProcessor.disable_messages", "modulename": "ums.agent.process", "qualname": "MessageProcessor.disable_messages", "kind": "variable", "doc": "

\n"}, "ums.agent.process.MessageProcessor.agent_classes": {"fullname": "ums.agent.process.MessageProcessor.agent_classes", "modulename": "ums.agent.process", "qualname": "MessageProcessor.agent_classes", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.BasicAgent]"}, "ums.agent.process.MessageProcessor.extract_agents": {"fullname": "ums.agent.process.MessageProcessor.extract_agents", "modulename": "ums.agent.process", "qualname": "MessageProcessor.extract_agents", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.ExtractAgent]"}, "ums.agent.process.MessageProcessor.solve_agents": {"fullname": "ums.agent.process.MessageProcessor.solve_agents", "modulename": "ums.agent.process", "qualname": "MessageProcessor.solve_agents", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.SolveAgent]"}, "ums.agent.process.MessageProcessor.gatekeeper_agents": {"fullname": "ums.agent.process.MessageProcessor.gatekeeper_agents", "modulename": "ums.agent.process", "qualname": "MessageProcessor.gatekeeper_agents", "kind": "variable", "doc": "

\n", "annotation": ": List[ums.agent.agent.GatekeeperAgent]"}, "ums.agent.process.MessageProcessor.new_message": {"fullname": "ums.agent.process.MessageProcessor.new_message", "modulename": "ums.agent.process", "qualname": "MessageProcessor.new_message", "kind": "function", "doc": "

\n", "signature": "(\tself,\tmessage: ums.utils.types.AgentMessage,\tbackground_tasks: fastapi.background.BackgroundTasks) -> ums.utils.types.AgentResponse:", "funcdef": "def"}, "ums.example": {"fullname": "ums.example", "modulename": "ums.example", "kind": "module", "doc": "

\n"}, "ums.example.example": {"fullname": "ums.example.example", "modulename": "ums.example.example", "kind": "module", "doc": "

\n"}, "ums.example.example.MyExtractAudioAgent": {"fullname": "ums.example.example.MyExtractAudioAgent", "modulename": "ums.example.example", "qualname": "MyExtractAudioAgent", "kind": "class", "doc": "

An extraction agent for audio, create a subclass for your agent.

\n", "bases": "ums.agent.agent.ExtractAudioAgent"}, "ums.example.example.MyExtractAudioAgent.handle": {"fullname": "ums.example.example.MyExtractAudioAgent.handle", "modulename": "ums.example.example", "qualname": "MyExtractAudioAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.example.example.MyExtractImageAgent": {"fullname": "ums.example.example.MyExtractImageAgent", "modulename": "ums.example.example", "qualname": "MyExtractImageAgent", "kind": "class", "doc": "

An extraction agent for images, create a subclass for your agent.

\n", "bases": "ums.agent.agent.ExtractImageAgent"}, "ums.example.example.MyExtractImageAgent.handle": {"fullname": "ums.example.example.MyExtractImageAgent.handle", "modulename": "ums.example.example", "qualname": "MyExtractImageAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.example.example.MyExtractTextAgent": {"fullname": "ums.example.example.MyExtractTextAgent", "modulename": "ums.example.example", "qualname": "MyExtractTextAgent", "kind": "class", "doc": "

An extraction agent for text, create a subclass for your agent.

\n", "bases": "ums.agent.agent.ExtractTextAgent"}, "ums.example.example.MyExtractTextAgent.before_response": {"fullname": "ums.example.example.MyExtractTextAgent.before_response", "modulename": "ums.example.example", "qualname": "MyExtractTextAgent.before_response", "kind": "function", "doc": "

This method is called before the response is sent.\nIf the method returns False no response will be sent. \nThus, by overwriting this method, a response can be prevented.

\n\n

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. \n(Hence, one may stop sending the response and later call send_it() to send the response.)

\n", "signature": "(\tself,\tresponse: ums.utils.types.AgentMessage,\tsend_it: Callable[[], NoneType]) -> bool:", "funcdef": "def"}, "ums.example.example.MyExtractTextAgent.handle": {"fullname": "ums.example.example.MyExtractTextAgent.handle", "modulename": "ums.example.example", "qualname": "MyExtractTextAgent.handle", "kind": "function", "doc": "

Process the item data, create extraction file and return data with populated data.file_extracted.

\n", "signature": "(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:", "funcdef": "def"}, "ums.example.example.MySolveAgent": {"fullname": "ums.example.example.MySolveAgent", "modulename": "ums.example.example", "qualname": "MySolveAgent", "kind": "class", "doc": "

A solve agent, create a subclass for your agent.

\n", "bases": "ums.agent.agent.SolveAgent"}, "ums.example.example.MySolveAgent.handle": {"fullname": "ums.example.example.MySolveAgent.handle", "modulename": "ums.example.example", "qualname": "MySolveAgent.handle", "kind": "function", "doc": "

Solve the riddle using data and return a solution.

\n", "signature": "(\tself,\triddle: ums.utils.types.Riddle,\tdata: List[ums.utils.types.RiddleData]) -> ums.utils.types.RiddleSolution:", "funcdef": "def"}, "ums.example.example.MyGatekeeperAgent": {"fullname": "ums.example.example.MyGatekeeperAgent", "modulename": "ums.example.example", "qualname": "MyGatekeeperAgent", "kind": "class", "doc": "

A gatekeeper agent, create a subclass for your agent.

\n", "bases": "ums.agent.agent.GatekeeperAgent"}, "ums.example.example.MyGatekeeperAgent.handle": {"fullname": "ums.example.example.MyGatekeeperAgent.handle", "modulename": "ums.example.example", "qualname": "MyGatekeeperAgent.handle", "kind": "function", "doc": "

Check the solution of riddle and return solution with populated solution.accepted and solution.review.

\n", "signature": "(\tself,\tsolution: ums.utils.types.RiddleSolution,\triddle: ums.utils.types.Riddle) -> ums.utils.types.RiddleSolution:", "funcdef": "def"}, "ums.example.example.AGENT_CLASSES": {"fullname": "ums.example.example.AGENT_CLASSES", "modulename": "ums.example.example", "qualname": "AGENT_CLASSES", "kind": "variable", "doc": "

\n", "default_value": "[<class 'ums.example.example.MyExtractAudioAgent'>, <class 'ums.example.example.MyExtractImageAgent'>, <class 'ums.example.example.MyExtractTextAgent'>, <class 'ums.example.example.MySolveAgent'>, <class 'ums.example.example.MyGatekeeperAgent'>]"}, "ums.management": {"fullname": "ums.management", "modulename": "ums.management", "kind": "module", "doc": "

\n"}, "ums.management.db": {"fullname": "ums.management.db", "modulename": "ums.management.db", "kind": "module", "doc": "

\n"}, "ums.management.db.DB": {"fullname": "ums.management.db.DB", "modulename": "ums.management.db", "qualname": "DB", "kind": "class", "doc": "

\n"}, "ums.management.db.DB.db": {"fullname": "ums.management.db.DB.db", "modulename": "ums.management.db", "qualname": "DB.db", "kind": "variable", "doc": "

\n"}, "ums.management.db.DB.db_lock": {"fullname": "ums.management.db.DB.db_lock", "modulename": "ums.management.db", "qualname": "DB.db_lock", "kind": "variable", "doc": "

\n"}, "ums.management.db.DB.add_message": {"fullname": "ums.management.db.DB.add_message", "modulename": "ums.management.db", "qualname": "DB.add_message", "kind": "function", "doc": "

\n", "signature": "(\tself,\tsender: str,\trecipient: str,\tmessage: ums.utils.types.AgentMessage,\tprocessed: bool = False) -> int:", "funcdef": "def"}, "ums.management.db.DB.set_processed": {"fullname": "ums.management.db.DB.set_processed", "modulename": "ums.management.db", "qualname": "DB.set_processed", "kind": "function", "doc": "

\n", "signature": "(self, count: int, processed: bool = True) -> bool:", "funcdef": "def"}, "ums.management.db.DB.set_solution": {"fullname": "ums.management.db.DB.set_solution", "modulename": "ums.management.db", "qualname": "DB.set_solution", "kind": "function", "doc": "

\n", "signature": "(self, count: int, solution: bool) -> bool:", "funcdef": "def"}, "ums.management.db.DB.iterate": {"fullname": "ums.management.db.DB.iterate", "modulename": "ums.management.db", "qualname": "DB.iterate", "kind": "function", "doc": "

\n", "signature": "(\tself,\tid: str | None = None,\tsender: str | None = None,\trecipient: str | None = None,\tprocessed: bool | None = None,\tsolution: bool | None = None,\ttime_after: int | None = None,\ttime_before: int | None = None,\tlimit: int = 20,\toffset: int = 0,\t_count_only: bool = False) -> Generator[ums.utils.types.MessageDbRow | int, NoneType, NoneType]:", "funcdef": "def"}, "ums.management.db.DB.len": {"fullname": "ums.management.db.DB.len", "modulename": "ums.management.db", "qualname": "DB.len", "kind": "function", "doc": "

See DB.iterate for possible values of kwargs.

\n", "signature": "(self, **kwargs) -> int:", "funcdef": "def"}, "ums.management.db.DB.by_count": {"fullname": "ums.management.db.DB.by_count", "modulename": "ums.management.db", "qualname": "DB.by_count", "kind": "function", "doc": "

\n", "signature": "(self, count: int) -> ums.utils.types.MessageDbRow | None:", "funcdef": "def"}, "ums.management.interface": {"fullname": "ums.management.interface", "modulename": "ums.management.interface", "kind": "module", "doc": "

\n"}, "ums.management.interface.Interface": {"fullname": "ums.management.interface.Interface", "modulename": "ums.management.interface", "qualname": "Interface", "kind": "class", "doc": "

\n"}, "ums.management.interface.Interface.__init__": {"fullname": "ums.management.interface.Interface.__init__", "modulename": "ums.management.interface", "qualname": "Interface.__init__", "kind": "function", "doc": "

\n", "signature": "(\ttemplate: starlette.templating.Jinja2Templates,\tdb: ums.management.db.DB)"}, "ums.management.interface.Interface.template": {"fullname": "ums.management.interface.Interface.template", "modulename": "ums.management.interface", "qualname": "Interface.template", "kind": "variable", "doc": "

\n"}, "ums.management.interface.Interface.db": {"fullname": "ums.management.interface.Interface.db", "modulename": "ums.management.interface", "qualname": "Interface.db", "kind": "variable", "doc": "

\n"}, "ums.management.interface.Interface.router": {"fullname": "ums.management.interface.Interface.router", "modulename": "ums.management.interface", "qualname": "Interface.router", "kind": "variable", "doc": "

\n"}, "ums.management.main": {"fullname": "ums.management.main", "modulename": "ums.management.main", "kind": "module", "doc": "

\n"}, "ums.management.main.WebMain": {"fullname": "ums.management.main.WebMain", "modulename": "ums.management.main", "qualname": "WebMain", "kind": "class", "doc": "

\n"}, "ums.management.main.WebMain.db": {"fullname": "ums.management.main.WebMain.db", "modulename": "ums.management.main", "qualname": "WebMain.db", "kind": "variable", "doc": "

\n"}, "ums.management.main.WebMain.msg_process": {"fullname": "ums.management.main.WebMain.msg_process", "modulename": "ums.management.main", "qualname": "WebMain.msg_process", "kind": "variable", "doc": "

\n"}, "ums.management.process": {"fullname": "ums.management.process", "modulename": "ums.management.process", "kind": "module", "doc": "

\n"}, "ums.management.process.MessageProcessor": {"fullname": "ums.management.process.MessageProcessor", "modulename": "ums.management.process", "qualname": "MessageProcessor", "kind": "class", "doc": "

\n"}, "ums.management.process.MessageProcessor.__init__": {"fullname": "ums.management.process.MessageProcessor.__init__", "modulename": "ums.management.process", "qualname": "MessageProcessor.__init__", "kind": "function", "doc": "

\n", "signature": "(db: ums.management.db.DB)"}, "ums.management.process.MessageProcessor.SOLUTION_MAX_TRIALS": {"fullname": "ums.management.process.MessageProcessor.SOLUTION_MAX_TRIALS", "modulename": "ums.management.process", "qualname": "MessageProcessor.SOLUTION_MAX_TRIALS", "kind": "variable", "doc": "

\n", "default_value": "5"}, "ums.management.process.MessageProcessor.MESSAGE_MAX_CONTACTS": {"fullname": "ums.management.process.MessageProcessor.MESSAGE_MAX_CONTACTS", "modulename": "ums.management.process", "qualname": "MessageProcessor.MESSAGE_MAX_CONTACTS", "kind": "variable", "doc": "

\n", "default_value": "100"}, "ums.management.process.MessageProcessor.MANAGEMENT_URL": {"fullname": "ums.management.process.MessageProcessor.MANAGEMENT_URL", "modulename": "ums.management.process", "qualname": "MessageProcessor.MANAGEMENT_URL", "kind": "variable", "doc": "

\n", "default_value": "'http://127.0.0.1:80'"}, "ums.management.process.MessageProcessor.AGENTS_PROCESS": {"fullname": "ums.management.process.MessageProcessor.AGENTS_PROCESS", "modulename": "ums.management.process", "qualname": "MessageProcessor.AGENTS_PROCESS", "kind": "variable", "doc": "

\n", "default_value": "('',)"}, "ums.management.process.MessageProcessor.AGENTS_SOLVE": {"fullname": "ums.management.process.MessageProcessor.AGENTS_SOLVE", "modulename": "ums.management.process", "qualname": "MessageProcessor.AGENTS_SOLVE", "kind": "variable", "doc": "

\n", "default_value": "('',)"}, "ums.management.process.MessageProcessor.AGENTS_GATEKEEPER": {"fullname": "ums.management.process.MessageProcessor.AGENTS_GATEKEEPER", "modulename": "ums.management.process", "qualname": "MessageProcessor.AGENTS_GATEKEEPER", "kind": "variable", "doc": "

\n", "default_value": "('',)"}, "ums.management.process.MessageProcessor.db": {"fullname": "ums.management.process.MessageProcessor.db", "modulename": "ums.management.process", "qualname": "MessageProcessor.db", "kind": "variable", "doc": "

\n"}, "ums.management.process.MessageProcessor.management_name": {"fullname": "ums.management.process.MessageProcessor.management_name", "modulename": "ums.management.process", "qualname": "MessageProcessor.management_name", "kind": "variable", "doc": "

\n"}, "ums.management.process.MessageProcessor.new_message": {"fullname": "ums.management.process.MessageProcessor.new_message", "modulename": "ums.management.process", "qualname": "MessageProcessor.new_message", "kind": "function", "doc": "

\n", "signature": "(\tself,\tsender: str,\treceiver: str,\tmessage: ums.utils.types.AgentMessage,\tbackground_tasks: fastapi.background.BackgroundTasks) -> ums.utils.types.AgentResponse:", "funcdef": "def"}, "ums.utils": {"fullname": "ums.utils", "modulename": "ums.utils", "kind": "module", "doc": "

\n"}, "ums.utils.logger": {"fullname": "ums.utils.logger", "modulename": "ums.utils", "qualname": "logger", "kind": "variable", "doc": "

\n", "default_value": "<Logger UMS Agenten (WARNING)>"}, "ums.utils.const": {"fullname": "ums.utils.const", "modulename": "ums.utils.const", "kind": "module", "doc": "

This file contains shared constants.\nSee the content ...

\n"}, "ums.utils.const.BASE_PATH": {"fullname": "ums.utils.const.BASE_PATH", "modulename": "ums.utils.const", "qualname": "BASE_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten'"}, "ums.utils.const.SHARE_PATH": {"fullname": "ums.utils.const.SHARE_PATH", "modulename": "ums.utils.const", "qualname": "SHARE_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/share'"}, "ums.utils.const.PERSIST_PATH": {"fullname": "ums.utils.const.PERSIST_PATH", "modulename": "ums.utils.const", "qualname": "PERSIST_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/persist'"}, "ums.utils.const.PUBLIC_PATH": {"fullname": "ums.utils.const.PUBLIC_PATH", "modulename": "ums.utils.const", "qualname": "PUBLIC_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/plattform/web/public'"}, "ums.utils.const.TEMPLATE_PATH": {"fullname": "ums.utils.const.TEMPLATE_PATH", "modulename": "ums.utils.const", "qualname": "TEMPLATE_PATH", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/plattform/web/templates'"}, "ums.utils.const.LOG_FILE": {"fullname": "ums.utils.const.LOG_FILE", "modulename": "ums.utils.const", "qualname": "LOG_FILE", "kind": "variable", "doc": "

\n", "default_value": "'/ums-agenten/persist/ums.log'"}, "ums.utils.const.LOG_LEVEL": {"fullname": "ums.utils.const.LOG_LEVEL", "modulename": "ums.utils.const", "qualname": "LOG_LEVEL", "kind": "variable", "doc": "

\n", "default_value": "20"}, "ums.utils.functions": {"fullname": "ums.utils.functions", "modulename": "ums.utils.functions", "kind": "module", "doc": "

\n"}, "ums.utils.functions.list_path": {"fullname": "ums.utils.functions.list_path", "modulename": "ums.utils.functions", "qualname": "list_path", "kind": "function", "doc": "

\n", "signature": "(path: str) -> List[str]:", "funcdef": "def"}, "ums.utils.functions.list_shared": {"fullname": "ums.utils.functions.list_shared", "modulename": "ums.utils.functions", "qualname": "list_shared", "kind": "function", "doc": "

\n", "signature": "(filter: Callable = <function <lambda>>) -> List[str]:", "funcdef": "def"}, "ums.utils.functions.list_shared_data": {"fullname": "ums.utils.functions.list_shared_data", "modulename": "ums.utils.functions", "qualname": "list_shared_data", "kind": "function", "doc": "

\n", "signature": "():", "funcdef": "def"}, "ums.utils.functions.list_shared_schema": {"fullname": "ums.utils.functions.list_shared_schema", "modulename": "ums.utils.functions", "qualname": "list_shared_schema", "kind": "function", "doc": "

\n", "signature": "():", "funcdef": "def"}, "ums.utils.request": {"fullname": "ums.utils.request", "modulename": "ums.utils.request", "kind": "module", "doc": "

Access to the management, e.g., get the list of messages and single messages.\nManually send messages (if necessary, the platforms should do this).

\n\n

Example

\n\n
\n
        m_request = ManagementRequest()\n\n        m_request.get_message(count=12)\n        # MessageDbRow(count=12 sender='from' recipient='to' ...\n\n        m_request.list_messages(id="test", limit=2)\n        # [\n        #       MessageDbRow(count=7256, sender='management', ...),\n        #       MessageDbRow(count=7255, sender='management', ...),\n        # ]\n\n        m_request.total_messages(id="test")\n        # 31\n
\n
\n\n

See also ums.example.__main__ and run in Docker via docker compose exec management python -m ums.example

\n"}, "ums.utils.request.RequestException": {"fullname": "ums.utils.request.RequestException", "modulename": "ums.utils.request", "qualname": "RequestException", "kind": "class", "doc": "

Raised on http and similar errors.

\n", "bases": "builtins.Exception"}, "ums.utils.request.ManagementRequest": {"fullname": "ums.utils.request.ManagementRequest", "modulename": "ums.utils.request", "qualname": "ManagementRequest", "kind": "class", "doc": "

\n"}, "ums.utils.request.ManagementRequest.__init__": {"fullname": "ums.utils.request.ManagementRequest.__init__", "modulename": "ums.utils.request", "qualname": "ManagementRequest.__init__", "kind": "function", "doc": "

If allow_lazy is active, the type checking (by pydantic) is less strict. \nE.g. it does not require that all files in the data section of messages must exist on the file system.

\n", "signature": "(allow_lazy: bool = True)"}, "ums.utils.request.ManagementRequest.MANAGEMENT_URL": {"fullname": "ums.utils.request.ManagementRequest.MANAGEMENT_URL", "modulename": "ums.utils.request", "qualname": "ManagementRequest.MANAGEMENT_URL", "kind": "variable", "doc": "

\n", "default_value": "'http://127.0.0.1:80'"}, "ums.utils.request.ManagementRequest.get_message": {"fullname": "ums.utils.request.ManagementRequest.get_message", "modulename": "ums.utils.request", "qualname": "ManagementRequest.get_message", "kind": "function", "doc": "

Get a message (like a table row) from the management by using the count.

\n\n

May raise RequestException.

\n", "signature": "(self, count: int) -> ums.utils.types.MessageDbRow:", "funcdef": "def"}, "ums.utils.request.ManagementRequest.list_messages": {"fullname": "ums.utils.request.ManagementRequest.list_messages", "modulename": "ums.utils.request", "qualname": "ManagementRequest.list_messages", "kind": "function", "doc": "

Get the rows in the tables as list of messages.\nThe arguments are used for filtering.

\n\n

May raise RequestException.

\n", "signature": "(\tself,\tid: str | None = None,\tsender: str | None = None,\trecipient: str | None = None,\tprocessed: bool | None = None,\tsolution: bool | None = None,\ttime_after: int | None = None,\ttime_before: int | None = None,\tlimit: int = 10,\toffset: int = 0) -> List[ums.utils.types.MessageDbRow]:", "funcdef": "def"}, "ums.utils.request.ManagementRequest.total_messages": {"fullname": "ums.utils.request.ManagementRequest.total_messages", "modulename": "ums.utils.request", "qualname": "ManagementRequest.total_messages", "kind": "function", "doc": "

Get the total number of rows in the tables matching the filters.

\n\n

May raise RequestException.

\n", "signature": "(\tself,\tid: str | None = None,\tsender: str | None = None,\trecipient: str | None = None,\tprocessed: bool | None = None,\tsolution: bool | None = None,\ttime_after: int | None = None,\ttime_before: int | None = None) -> int:", "funcdef": "def"}, "ums.utils.request.ManagementRequest.send_message": {"fullname": "ums.utils.request.ManagementRequest.send_message", "modulename": "ums.utils.request", "qualname": "ManagementRequest.send_message", "kind": "function", "doc": "

Send the message to the management and return the management's agent response.\n(On error an agent response with error message).

\n", "signature": "(\tself,\tmessage: ums.utils.types.AgentMessage) -> ums.utils.types.AgentResponse:", "funcdef": "def"}, "ums.utils.schema": {"fullname": "ums.utils.schema", "modulename": "ums.utils.schema", "kind": "module", "doc": "

This represents the basic types used for representing extracted information from the data.\nThe types are implemented using pydantic.\nIt provides validation, allow JSON serialization and works well with FastAPI which is used internally for the http request between the agents and the management.

\n\n

This is work in progress!

\n"}, "ums.utils.schema.ExtractionSchema": {"fullname": "ums.utils.schema.ExtractionSchema", "modulename": "ums.utils.schema", "qualname": "ExtractionSchema", "kind": "class", "doc": "

This is the basic class used as superclass for all extracted information from data items.

\n\n

For all the ExtractionSchema is is required that the data can be serialized to json. \nThus, mostly only default data types like int, str, bool, list, dict, tuple also including ExtractionSchema and RiddleInformation can be used here!

\n", "bases": "pydantic.main.BaseModel"}, "ums.utils.schema.ExtractedContent": {"fullname": "ums.utils.schema.ExtractedContent", "modulename": "ums.utils.schema", "qualname": "ExtractedContent", "kind": "class", "doc": "

An extracted content item.

\n", "bases": "ExtractionSchema"}, "ums.utils.schema.ExtractedContent.type": {"fullname": "ums.utils.schema.ExtractedContent.type", "modulename": "ums.utils.schema", "qualname": "ExtractedContent.type", "kind": "variable", "doc": "

The type, as a string, the actual string will depend on the extraction agent.

\n", "annotation": ": str"}, "ums.utils.schema.ExtractedContent.content": {"fullname": "ums.utils.schema.ExtractedContent.content", "modulename": "ums.utils.schema", "qualname": "ExtractedContent.content", "kind": "variable", "doc": "

The extracted content

\n", "annotation": ": str | typing.Any"}, "ums.utils.schema.ExtractedPositions": {"fullname": "ums.utils.schema.ExtractedPositions", "modulename": "ums.utils.schema", "qualname": "ExtractedPositions", "kind": "class", "doc": "

A position (like time, coordinates, ...) where something was extracted (each position should belong to a content item).

\n", "bases": "ExtractionSchema"}, "ums.utils.schema.ExtractedPositions.type": {"fullname": "ums.utils.schema.ExtractedPositions.type", "modulename": "ums.utils.schema", "qualname": "ExtractedPositions.type", "kind": "variable", "doc": "

The type, as a string, the actual string will depend on the extraction agent.

\n", "annotation": ": str"}, "ums.utils.schema.ExtractedPositions.position": {"fullname": "ums.utils.schema.ExtractedPositions.position", "modulename": "ums.utils.schema", "qualname": "ExtractedPositions.position", "kind": "variable", "doc": "

The position, will also depend on the extraction agent.

\n", "annotation": ": str | int | typing.Any"}, "ums.utils.schema.ExtractedPositions.description": {"fullname": "ums.utils.schema.ExtractedPositions.description", "modulename": "ums.utils.schema", "qualname": "ExtractedPositions.description", "kind": "variable", "doc": "

An optional description for more details.

\n", "annotation": ": str | typing.Any"}, "ums.utils.schema.ExtractedData": {"fullname": "ums.utils.schema.ExtractedData", "modulename": "ums.utils.schema", "qualname": "ExtractedData", "kind": "class", "doc": "

Contains the extracted items from a data file.

\n", "bases": "ExtractionSchema"}, "ums.utils.schema.ExtractedData.contents": {"fullname": "ums.utils.schema.ExtractedData.contents", "modulename": "ums.utils.schema", "qualname": "ExtractedData.contents", "kind": "variable", "doc": "

The extracted contents (i.e., transcriptions etc.), each item here should belong a position item at the same index.

\n", "annotation": ": List[ums.utils.schema.ExtractedContent]"}, "ums.utils.schema.ExtractedData.positions": {"fullname": "ums.utils.schema.ExtractedData.positions", "modulename": "ums.utils.schema", "qualname": "ExtractedData.positions", "kind": "variable", "doc": "

The positions of extracted contents, each item here should belong a content item at the same index.

\n", "annotation": ": List[ums.utils.schema.ExtractedPositions]"}, "ums.utils.schema.ExtractedData.other": {"fullname": "ums.utils.schema.ExtractedData.other", "modulename": "ums.utils.schema", "qualname": "ExtractedData.other", "kind": "variable", "doc": "

Possibly more data. Use a keywords (depending on agent) and store the data there.

\n", "annotation": ": Dict[str, Any]"}, "ums.utils.types": {"fullname": "ums.utils.types", "modulename": "ums.utils.types", "kind": "module", "doc": "

This represents the basic types used to interact with the management.\nThe types are implemented using pydantic.\nIt provides validation, allow JSON serialization and works well with FastAPI which is used internally for the http request between the agents and the management.

\n\n

Example

\n\n
\n
        ex = AgentMessage(\n                id="ex1",\n                riddle={\n                        "context":"Example 1",\n                        "question":"Get the name of the person."\n                },\n                data=[\n                        RiddleData(\n                                type=RiddleDataType.TEXT,\n                                file_plain="./cv.txt"\n                        )\n                ]\n        )\n        ex.status.extract.required = False\n
\n
\n\n
\n
        {\n                "id": "ex1",\n                "sub_ids": [],\n                "riddle": {\n                        "context": "Example 1",\n                        "question": "Get the name of the person.",\n                        "solutions_before": []\n                },\n                "solution": null,\n                "data": [\n                        {\n                                "type": "text",\n                                "file_plain": "/ums-agenten/share/cv.txt",\n                                "file_extracted": null,\n                                "prompt": null\n                        }\n                ],\n                "status": {\n                        "extract": {\n                                "required": false,\n                                "finished": false\n                        },\n                        "solve": {\n                                "required": true,\n                                "finished": false\n                        },\n                        "validate": {\n                                "required": true,\n                                "finished": false\n                        },\n                        "trial": 0,\n                        "solved": false\n                },\n                "contacts": 0\n        }\n
\n
\n\n
\n
        ex.solution = RiddleSolution(\n                solution="Otto",\n                explanation="Written in line 6 after 'Name:'"\n        )\n
\n
\n\n
\n
        {\n                ...\n                "solution": {\n                        "solution": "Otto",\n                        "explanation": "Written in line 6 after 'Name:'",\n                        "used_data": [],\n                        "accepted": false,\n                        "review": null\n                },\n                ...\n        }\n
\n
\n"}, "ums.utils.types.RiddleInformation": {"fullname": "ums.utils.types.RiddleInformation", "modulename": "ums.utils.types", "qualname": "RiddleInformation", "kind": "class", "doc": "

Usage docs: https://docs.pydantic.dev/2.9/concepts/models/

\n\n

A base class for creating Pydantic models.

\n\n
Attributes:
\n\n
    \n
  • __class_vars__: The names of the class variables defined on the model.
    • \n
  • __private_attributes__: Metadata about the private attributes of the model.
    • \n
  • __signature__: The synthesized __init__ [Signature][inspect.Signature] of the model.
    • \n
  • __pydantic_complete__: Whether model building is completed, or if there are still undefined fields.
    • \n
  • __pydantic_core_schema__: The core schema of the model.
    • \n
  • __pydantic_custom_init__: Whether the model has a custom __init__ function.
    • \n
  • __pydantic_decorators__: Metadata containing the decorators defined on the model.\nThis replaces Model.__validators__ and Model.__root_validators__ from Pydantic V1.
    • \n
  • __pydantic_generic_metadata__: Metadata for generic models; contains data used for a similar purpose to\n__args__, __origin__, __parameters__ in typing-module generics. May eventually be replaced by these.
    • \n
  • __pydantic_parent_namespace__: Parent namespace of the model, used for automatic rebuilding of models.
    • \n
  • __pydantic_post_init__: The name of the post-init method for the model, if defined.
    • \n
  • __pydantic_root_model__: Whether the model is a [RootModel][pydantic.root_model.RootModel].
    • \n
  • __pydantic_serializer__: The pydantic-core SchemaSerializer used to dump instances of the model.
    • \n
  • __pydantic_validator__: The pydantic-core SchemaValidator used to validate instances of the model.
    • \n
  • __pydantic_extra__: A dictionary containing extra values, if [extra][pydantic.config.ConfigDict.extra]\nis set to 'allow'.
    • \n
  • __pydantic_fields_set__: The names of fields explicitly set during instantiation.
    • \n
  • __pydantic_private__: Values of private attributes set on the model instance.
    • \n
\n", "bases": "pydantic.main.BaseModel"}, "ums.utils.types.RiddleDataType": {"fullname": "ums.utils.types.RiddleDataType", "modulename": "ums.utils.types", "qualname": "RiddleDataType", "kind": "class", "doc": "

Enum for the three types of data used in a riddle.

\n", "bases": "enum.Enum"}, "ums.utils.types.RiddleDataType.TEXT": {"fullname": "ums.utils.types.RiddleDataType.TEXT", "modulename": "ums.utils.types", "qualname": "RiddleDataType.TEXT", "kind": "variable", "doc": "

\n", "default_value": "<RiddleDataType.TEXT: 'text'>"}, "ums.utils.types.RiddleDataType.IMAGE": {"fullname": "ums.utils.types.RiddleDataType.IMAGE", "modulename": "ums.utils.types", "qualname": "RiddleDataType.IMAGE", "kind": "variable", "doc": "

\n", "default_value": "<RiddleDataType.IMAGE: 'image'>"}, "ums.utils.types.RiddleDataType.AUDIO": {"fullname": "ums.utils.types.RiddleDataType.AUDIO", "modulename": "ums.utils.types", "qualname": "RiddleDataType.AUDIO", "kind": "variable", "doc": "

\n", "default_value": "<RiddleDataType.AUDIO: 'audio'>"}, "ums.utils.types.RiddleData": {"fullname": "ums.utils.types.RiddleData", "modulename": "ums.utils.types", "qualname": "RiddleData", "kind": "class", "doc": "

A data item to be used to solve the riddle

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleData.type": {"fullname": "ums.utils.types.RiddleData.type", "modulename": "ums.utils.types", "qualname": "RiddleData.type", "kind": "variable", "doc": "

The type of the data item.

\n", "annotation": ": ums.utils.types.RiddleDataType"}, "ums.utils.types.RiddleData.file_plain": {"fullname": "ums.utils.types.RiddleData.file_plain", "modulename": "ums.utils.types", "qualname": "RiddleData.file_plain", "kind": "variable", "doc": "

The plain file (as path to file system) without any processing.

\n\n

The path will be validated and must start with SHARE_PATH (or be relative to SHARE_PATH).\nThe file must exist.

\n", "annotation": ": Annotated[str, AfterValidator(func=<function _check_data_file at 0x1029c23e0>), WrapValidator(func=<function _ignore_file_missing at 0x102a73100>, json_schema_input_type=PydanticUndefined)]"}, "ums.utils.types.RiddleData.file_extracted": {"fullname": "ums.utils.types.RiddleData.file_extracted", "modulename": "ums.utils.types", "qualname": "RiddleData.file_extracted", "kind": "variable", "doc": "

The processed files (as path to file system), i.e., a schematic file containing all extracted informations.

\n\n

The path will be validated and must start with SHARE_PATH (or be relative to SHARE_PATH).\nThe file must exist.

\n", "annotation": ": Optional[Annotated[str, AfterValidator(func=<function _check_data_file at 0x1029c23e0>), WrapValidator(func=<function _ignore_file_missing at 0x102a73100>, json_schema_input_type=PydanticUndefined)]]"}, "ums.utils.types.RiddleData.prompt": {"fullname": "ums.utils.types.RiddleData.prompt", "modulename": "ums.utils.types", "qualname": "RiddleData.prompt", "kind": "variable", "doc": "

An optional prompt giving more details to the extraction agent, e.g., selecting a type of extraction/ task to do with the data.

\n", "annotation": ": str | ums.utils.schema.ExtractionSchema | None"}, "ums.utils.types.RiddleSolution": {"fullname": "ums.utils.types.RiddleSolution", "modulename": "ums.utils.types", "qualname": "RiddleSolution", "kind": "class", "doc": "

A solution of a riddle.

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleSolution.solution": {"fullname": "ums.utils.types.RiddleSolution.solution", "modulename": "ums.utils.types", "qualname": "RiddleSolution.solution", "kind": "variable", "doc": "

The textual value of the solution.

\n", "annotation": ": str"}, "ums.utils.types.RiddleSolution.explanation": {"fullname": "ums.utils.types.RiddleSolution.explanation", "modulename": "ums.utils.types", "qualname": "RiddleSolution.explanation", "kind": "variable", "doc": "

An explanation of the solution.

\n", "annotation": ": str"}, "ums.utils.types.RiddleSolution.used_data": {"fullname": "ums.utils.types.RiddleSolution.used_data", "modulename": "ums.utils.types", "qualname": "RiddleSolution.used_data", "kind": "variable", "doc": "

The data items used to create the solution (optional).

\n", "annotation": ": List[ums.utils.types.RiddleData]"}, "ums.utils.types.RiddleSolution.accepted": {"fullname": "ums.utils.types.RiddleSolution.accepted", "modulename": "ums.utils.types", "qualname": "RiddleSolution.accepted", "kind": "variable", "doc": "

If the solution is accepted by validator/ gatekeeper.

\n", "annotation": ": bool"}, "ums.utils.types.RiddleSolution.review": {"fullname": "ums.utils.types.RiddleSolution.review", "modulename": "ums.utils.types", "qualname": "RiddleSolution.review", "kind": "variable", "doc": "

A review of the solution (if None: not tried to validate)

\n", "annotation": ": str | None"}, "ums.utils.types.Riddle": {"fullname": "ums.utils.types.Riddle", "modulename": "ums.utils.types", "qualname": "Riddle", "kind": "class", "doc": "

The riddle (the task description and possibly a solution)

\n", "bases": "RiddleInformation"}, "ums.utils.types.Riddle.context": {"fullname": "ums.utils.types.Riddle.context", "modulename": "ums.utils.types", "qualname": "Riddle.context", "kind": "variable", "doc": "

The context of the riddle (as textual string).

\n", "annotation": ": str"}, "ums.utils.types.Riddle.question": {"fullname": "ums.utils.types.Riddle.question", "modulename": "ums.utils.types", "qualname": "Riddle.question", "kind": "variable", "doc": "

The actual main question of the riddle (as textual string).

\n", "annotation": ": str"}, "ums.utils.types.Riddle.solutions_before": {"fullname": "ums.utils.types.Riddle.solutions_before", "modulename": "ums.utils.types", "qualname": "Riddle.solutions_before", "kind": "variable", "doc": "

If already tried to solve this riddle before, the (not accepted) solutions are stored here

\n", "annotation": ": List[ums.utils.types.RiddleSolution]"}, "ums.utils.types.RiddleSubStatus": {"fullname": "ums.utils.types.RiddleSubStatus", "modulename": "ums.utils.types", "qualname": "RiddleSubStatus", "kind": "class", "doc": "

The sub status for each possible step a riddle may go though.

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleSubStatus.required": {"fullname": "ums.utils.types.RiddleSubStatus.required", "modulename": "ums.utils.types", "qualname": "RiddleSubStatus.required", "kind": "variable", "doc": "

Is this step required (i.e., requested)

\n", "annotation": ": bool"}, "ums.utils.types.RiddleSubStatus.finished": {"fullname": "ums.utils.types.RiddleSubStatus.finished", "modulename": "ums.utils.types", "qualname": "RiddleSubStatus.finished", "kind": "variable", "doc": "

Was this step already executed.

\n", "annotation": ": bool"}, "ums.utils.types.RiddleStatus": {"fullname": "ums.utils.types.RiddleStatus", "modulename": "ums.utils.types", "qualname": "RiddleStatus", "kind": "class", "doc": "

The status of a riddle, will be mostly changed by Management when the riddle is sent to different agents while solving it.

\n", "bases": "RiddleInformation"}, "ums.utils.types.RiddleStatus.extract": {"fullname": "ums.utils.types.RiddleStatus.extract", "modulename": "ums.utils.types", "qualname": "RiddleStatus.extract", "kind": "variable", "doc": "

The first extract step (image, text, audio -> more sematic data)

\n\n

The RiddleData items in AgentMessage.data shall have file_extracted afterwards.

\n", "annotation": ": ums.utils.types.RiddleSubStatus"}, "ums.utils.types.RiddleStatus.solve": {"fullname": "ums.utils.types.RiddleStatus.solve", "modulename": "ums.utils.types", "qualname": "RiddleStatus.solve", "kind": "variable", "doc": "

The main solving step.

\n\n

AgentMessage.solution shall be an RiddleSolution afterwards.

\n", "annotation": ": ums.utils.types.RiddleSubStatus"}, "ums.utils.types.RiddleStatus.validate": {"fullname": "ums.utils.types.RiddleStatus.validate", "modulename": "ums.utils.types", "qualname": "RiddleStatus.validate", "kind": "function", "doc": "

The validation step, i.e., does the gatekeeper accept the solution in AgentMessage.solution.

\n", "signature": "(cls, value: Any) -> Self:", "funcdef": "def"}, "ums.utils.types.RiddleStatus.trial": {"fullname": "ums.utils.types.RiddleStatus.trial", "modulename": "ums.utils.types", "qualname": "RiddleStatus.trial", "kind": "variable", "doc": "

A counter for the number of trials.\nEach time the gatekeeper does not accept a solution of this riddle, the value is incremented.

\n", "annotation": ": int"}, "ums.utils.types.RiddleStatus.solved": {"fullname": "ums.utils.types.RiddleStatus.solved", "modulename": "ums.utils.types", "qualname": "RiddleStatus.solved", "kind": "variable", "doc": "

True, after the gatekeeper accepts the solution at AgentMessage.solution

\n", "annotation": ": bool"}, "ums.utils.types.AgentMessage": {"fullname": "ums.utils.types.AgentMessage", "modulename": "ums.utils.types", "qualname": "AgentMessage", "kind": "class", "doc": "

The basic message, which is sent be the agent and the management.\nThe objects will be JSON en- and decoded.

\n", "bases": "RiddleInformation"}, "ums.utils.types.AgentMessage.id": {"fullname": "ums.utils.types.AgentMessage.id", "modulename": "ums.utils.types", "qualname": "AgentMessage.id", "kind": "variable", "doc": "

The riddle id, e.g., ex1\nThis is a unique string and identifies the riddle.

\n", "annotation": ": str"}, "ums.utils.types.AgentMessage.sub_ids": {"fullname": "ums.utils.types.AgentMessage.sub_ids", "modulename": "ums.utils.types", "qualname": "AgentMessage.sub_ids", "kind": "variable", "doc": "

There might be cases, when an agent decided to split in riddle in multiple smaller steps.\nEach sub riddle will then get its own id (i.e., ex1-sub1) while the sub id is added here as reference.

\n", "annotation": ": List[str]"}, "ums.utils.types.AgentMessage.riddle": {"fullname": "ums.utils.types.AgentMessage.riddle", "modulename": "ums.utils.types", "qualname": "AgentMessage.riddle", "kind": "variable", "doc": "

The riddle to solve.

\n", "annotation": ": ums.utils.types.Riddle"}, "ums.utils.types.AgentMessage.solution": {"fullname": "ums.utils.types.AgentMessage.solution", "modulename": "ums.utils.types", "qualname": "AgentMessage.solution", "kind": "variable", "doc": "

The solution of the riddle (or empty if no solution available)

\n", "annotation": ": ums.utils.types.RiddleSolution | None"}, "ums.utils.types.AgentMessage.data": {"fullname": "ums.utils.types.AgentMessage.data", "modulename": "ums.utils.types", "qualname": "AgentMessage.data", "kind": "variable", "doc": "

The data to get the solution from.

\n", "annotation": ": List[ums.utils.types.RiddleData]"}, "ums.utils.types.AgentMessage.status": {"fullname": "ums.utils.types.AgentMessage.status", "modulename": "ums.utils.types", "qualname": "AgentMessage.status", "kind": "variable", "doc": "

The status of the riddle.

\n", "annotation": ": ums.utils.types.RiddleStatus"}, "ums.utils.types.AgentMessage.contacts": {"fullname": "ums.utils.types.AgentMessage.contacts", "modulename": "ums.utils.types", "qualname": "AgentMessage.contacts", "kind": "variable", "doc": "

A counter representing the number of contacts the management had with this message.\nEach time the management processes the message, this counter is incremented by 1.\nUsing this counter the management is able to detect cycles and stop them.

\n", "annotation": ": int"}, "ums.utils.types.AgentResponse": {"fullname": "ums.utils.types.AgentResponse", "modulename": "ums.utils.types", "qualname": "AgentResponse", "kind": "class", "doc": "

Returned by the management when receiving an AgentMessage.

\n", "bases": "RiddleInformation"}, "ums.utils.types.AgentResponse.count": {"fullname": "ums.utils.types.AgentResponse.count", "modulename": "ums.utils.types", "qualname": "AgentResponse.count", "kind": "variable", "doc": "

The count of the message (overall numeric id).

\n", "annotation": ": int"}, "ums.utils.types.AgentResponse.msg": {"fullname": "ums.utils.types.AgentResponse.msg", "modulename": "ums.utils.types", "qualname": "AgentResponse.msg", "kind": "variable", "doc": "

An additional message.

\n", "annotation": ": str | None"}, "ums.utils.types.AgentResponse.error": {"fullname": "ums.utils.types.AgentResponse.error", "modulename": "ums.utils.types", "qualname": "AgentResponse.error", "kind": "variable", "doc": "

If an error occurred.

\n", "annotation": ": bool"}, "ums.utils.types.AgentResponse.error_msg": {"fullname": "ums.utils.types.AgentResponse.error_msg", "modulename": "ums.utils.types", "qualname": "AgentResponse.error_msg", "kind": "variable", "doc": "

Error message (if error )

\n", "annotation": ": str | None"}, "ums.utils.types.MessageDbRow": {"fullname": "ums.utils.types.MessageDbRow", "modulename": "ums.utils.types", "qualname": "MessageDbRow", "kind": "class", "doc": "

Object representing a database row.

\n", "bases": "pydantic.main.BaseModel"}, "ums.utils.types.MessageDbRow.count": {"fullname": "ums.utils.types.MessageDbRow.count", "modulename": "ums.utils.types", "qualname": "MessageDbRow.count", "kind": "variable", "doc": "

The count (primary key) of the item.

\n", "annotation": ": int"}, "ums.utils.types.MessageDbRow.sender": {"fullname": "ums.utils.types.MessageDbRow.sender", "modulename": "ums.utils.types", "qualname": "MessageDbRow.sender", "kind": "variable", "doc": "

The sender of the message.

\n", "annotation": ": str"}, "ums.utils.types.MessageDbRow.recipient": {"fullname": "ums.utils.types.MessageDbRow.recipient", "modulename": "ums.utils.types", "qualname": "MessageDbRow.recipient", "kind": "variable", "doc": "

The recipient of the message

\n", "annotation": ": str"}, "ums.utils.types.MessageDbRow.time": {"fullname": "ums.utils.types.MessageDbRow.time", "modulename": "ums.utils.types", "qualname": "MessageDbRow.time", "kind": "variable", "doc": "

The time (unix timestamp) the message was received/ sent.

\n", "annotation": ": int"}, "ums.utils.types.MessageDbRow.message": {"fullname": "ums.utils.types.MessageDbRow.message", "modulename": "ums.utils.types", "qualname": "MessageDbRow.message", "kind": "variable", "doc": "

The message received/ sent.

\n", "annotation": ": ums.utils.types.AgentMessage"}, "ums.utils.types.MessageDbRow.processed": {"fullname": "ums.utils.types.MessageDbRow.processed", "modulename": "ums.utils.types", "qualname": "MessageDbRow.processed", "kind": "variable", "doc": "

Did the management process the message, i.e., did the tasks necessary for this message (mostly only relevant for received messages).

\n", "annotation": ": bool"}, "ums.utils.types.MessageDbRow.solution": {"fullname": "ums.utils.types.MessageDbRow.solution", "modulename": "ums.utils.types", "qualname": "MessageDbRow.solution", "kind": "variable", "doc": "

Does this message contain a valid solution?\nTrue if contains valid solution, False if solution not valid, Null/None if not applicable

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{"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"ums.management.db.DB.len": {"tf": 1}}, "df": 1}}}}}, "e": {"docs": {}, "df": 0, "y": {"docs": {"ums.utils.types.MessageDbRow.count": {"tf": 1}}, "df": 1, "w": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "s": {"docs": {"ums.utils.schema.ExtractedData.other": {"tf": 1}}, "df": 1}}}}}}}}, "q": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "t": {"docs": {"ums.utils.request": {"tf": 2}, "ums.utils.types": {"tf": 9.591663046625438}}, "df": 2}}, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"ums.utils.types": {"tf": 1.4142135623730951}, "ums.utils.types.Riddle.question": {"tf": 1}}, "df": 2}}}}}}}}}}}, "pipeline": ["trimmer"], "_isPrebuiltIndex": true}; // mirrored in build-search-index.js (part 1) // Also split on html tags. this is a cheap heuristic, but good enough. diff --git a/web/public/docs/ums/agent/agent.html b/web/public/docs/ums/agent/agent.html index aa842a5..71da78d 100644 --- a/web/public/docs/ums/agent/agent.html +++ b/web/public/docs/ums/agent/agent.html @@ -65,6 +65,9 @@
  • handle
    • +
  • + get_extracted +
    • @@ -80,6 +83,9 @@
  • handle
    • +
  • + store_extracted +
    • @@ -155,248 +161,304 @@ - 
      1import random
-  2
-  3from abc import abstractmethod, ABC
-  4from enum import Enum
-  5from typing import List, Callable
-  6
-  7from ums.utils import (
-  8	RiddleInformation, AgentMessage, RiddleDataType, RiddleData, Riddle,
-  9	RiddleStatus, RiddleSolution,
- 10	logger
- 11)
+                        
      1# Agenten Plattform
+  2#
+  3# (c) 2024 Magnus Bender
+  4# 	Institute of Humanities-Centered Artificial Intelligence (CHAI)
+  5# 	Universitaet Hamburg
+  6# 	https://www.chai.uni-hamburg.de/~bender
+  7#  
+  8# source code released under the terms of GNU Public License Version 3
+  9# https://www.gnu.org/licenses/gpl-3.0.txt
+ 10
+ 11import random, os, json
  12
- 13class AgentCapability(Enum):
- 14	"""
- 15		The three different capabilities an agent can have.
- 16	"""
- 17
- 18	EXTRACT="extract"
- 19	SOLVE="solve"
- 20	GATEKEEPER="gatekeeper"
- 21
- 22
- 23class BasicAgent(ABC):
- 24	"""
- 25		A basic agent, each agent will be a subclass of this class.
- 26	"""
- 27
- 28	@staticmethod
- 29	@abstractmethod
- 30	def agent_capability() -> AgentCapability:
- 31		"""
- 32			Represents the capabilities of this agent, for messages/ tasks of this capability, the `handle` method will be called.
- 33		"""
- 34		pass
+ 13from abc import abstractmethod, ABC
+ 14from enum import Enum
+ 15from typing import List, Callable
+ 16
+ 17from pydantic import validate_call
+ 18
+ 19from ums.utils import (
+ 20	RiddleInformation, AgentMessage, RiddleDataType, RiddleData, Riddle,
+ 21	RiddleStatus, RiddleSolution,
+ 22	ExtractedData,
+ 23	logger
+ 24)
+ 25
+ 26class AgentCapability(Enum):
+ 27	"""
+ 28		The three different capabilities an agent can have.
+ 29	"""
+ 30
+ 31	EXTRACT="extract"
+ 32	SOLVE="solve"
+ 33	GATEKEEPER="gatekeeper"
+ 34
  35
- 36	def __init__(self, message:AgentMessage, send_message:Callable[[AgentMessage], bool]):
- 37		self._send_message = send_message
- 38		self._sub_cnt = 0
- 39
- 40		self._message = message
- 41		self._response = message.model_copy(deep=True)
- 42		
- 43		self._do_response = False
- 44
- 45		self._process()
- 46		self._respond()
- 47
- 48	@abstractmethod
- 49	def _process(self):
- 50		pass
- 51
- 52	def _respond(self):
- 53		send_it = lambda: self._send_message(self._response)
- 54		if self.before_response(self._response, send_it) and self._do_response:
- 55			send_it()
- 56			logger.debug(f"Response sent {self._response.id}")
- 57		else:
- 58			logger.debug(f"Stopped response {self._response.id}")
- 59		
- 60	def before_response(self, response:AgentMessage, send_it:Callable[[], None]) -> bool:
- 61		"""
- 62			This method is called before the response is sent.
- 63			If the method returns `False` no response will be sent. 
- 64			Thus, by overwriting this method, a response can be prevented.
+ 36class BasicAgent(ABC):
+ 37	"""
+ 38		A basic agent, each agent will be a subclass of this class.
+ 39	"""
+ 40
+ 41	@staticmethod
+ 42	@abstractmethod
+ 43	def agent_capability() -> AgentCapability:
+ 44		"""
+ 45			Represents the capabilities of this agent, for messages/ tasks of this capability, the `handle` method will be called.
+ 46		"""
+ 47		pass
+ 48
+ 49	@validate_call
+ 50	def __init__(self, message:AgentMessage, send_message:Callable[[AgentMessage], bool]):
+ 51		self._send_message = send_message
+ 52		self._sub_cnt = 0
+ 53
+ 54		self._message = message
+ 55		self._response = message.model_copy(deep=True)
+ 56		
+ 57		self._do_response = False
+ 58
+ 59		self._process()
+ 60		self._respond()
+ 61
+ 62	@abstractmethod
+ 63	def _process(self):
+ 64		pass
  65
- 66			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. 
- 67			(Hence, one may stop sending the response and later call `send_it()` to send the response.)
- 68		"""
- 69		return True
- 70	
- 71	def message(self) -> AgentMessage:
- 72		"""
- 73			Get the message this agent object is working on. 
- 74		"""
- 75		return self._message;
- 76
- 77	def sub_riddle(self,
- 78			riddle:Riddle, data:List[RiddleData]=[], status:RiddleStatus=None
- 79		) -> AgentMessage|bool:
- 80			"""
- 81				Create a new sub-riddle for solving details of the current riddle.
- 82				For the sub-riddle, give a `riddle` and optionally, a selection of `data` items (default none) and a `status` (default `ums.utils.types.RiddleStatus()`).
- 83				By changing a status, different steps can be (de-)selected.
- 84
- 85				Return the message of the sub-riddle or `false` on error.
- 86			"""
- 87
- 88			if status is None:
- 89				status = RiddleStatus()
- 90			
- 91			# new sub riddle id
- 92			self._sub_cnt += 1
- 93			new_id = "{}-sub-{}.{}".format(self._message.id, self._sub_cnt, int(random.random()*100))
- 94
- 95			self._message.sub_ids.append(new_id)
- 96			self._response.sub_ids.append(new_id)
- 97
- 98			# create the riddle's message
- 99			sub_msg = AgentMessage(
-100				id=new_id,
-101				riddle=riddle,
-102				data=data,
-103				status=status
-104			)
-105			logger.debug(f"Created sub-riddle {sub_msg.id}")
-106
-107			# send it
-108			if self._send_message(sub_msg):
-109				return sub_msg
-110			else:
-111				return False
-112
-113	@abstractmethod
-114	def handle(self, *args:RiddleInformation) -> RiddleInformation:
-115		"""
-116			Handle a single task of the agent, the arguments and return value depends on the actual task (see subclass)!
-117
-118			**This is the method to implement!**
-119
-120			The full message is available via `message()`, a sub riddle can be created with `sub_riddle()`.
-121		"""
-122		pass
+ 66	def _respond(self):
+ 67		send_it = lambda: self._send_message(self._response)
+ 68		if self.before_response(self._response, send_it) and self._do_response:
+ 69			send_it()
+ 70			logger.debug(f"Response sent {self._response.id}")
+ 71		else:
+ 72			logger.debug(f"Stopped response {self._response.id}")
+ 73
+ 74	@validate_call	
+ 75	def before_response(self, response:AgentMessage, send_it:Callable[[], None]) -> bool:
+ 76		"""
+ 77			This method is called before the response is sent.
+ 78			If the method returns `False` no response will be sent. 
+ 79			Thus, by overwriting this method, a response can be prevented.
+ 80
+ 81			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. 
+ 82			(Hence, one may stop sending the response and later call `send_it()` to send the response.)
+ 83		"""
+ 84		return True
+ 85	
+ 86	@validate_call
+ 87	def message(self) -> AgentMessage:
+ 88		"""
+ 89			Get the message this agent object is working on. 
+ 90		"""
+ 91		return self._message;
+ 92
+ 93	@validate_call
+ 94	def sub_riddle(self,
+ 95			riddle:Riddle, data:List[RiddleData]=[], status:RiddleStatus=None
+ 96		) -> AgentMessage|bool:
+ 97			"""
+ 98				Create a new sub-riddle for solving details of the current riddle.
+ 99				For the sub-riddle, give a `riddle` and optionally, a selection of `data` items (default none) and a `status` (default `ums.utils.types.RiddleStatus()`).
+100				By changing a status, different steps can be (de-)selected.
+101
+102				Return the message of the sub-riddle or `false` on error.
+103			"""
+104
+105			if status is None:
+106				status = RiddleStatus()
+107			
+108			# new sub riddle id
+109			self._sub_cnt += 1
+110			new_id = "{}-sub-{}.{}".format(self._message.id, self._sub_cnt, int(random.random()*100))
+111
+112			self._message.sub_ids.append(new_id)
+113			self._response.sub_ids.append(new_id)
+114
+115			# create the riddle's message
+116			sub_msg = AgentMessage(
+117				id=new_id,
+118				riddle=riddle,
+119				data=data,
+120				status=status
+121			)
+122			logger.debug(f"Created sub-riddle {sub_msg.id}")
 123
-124class ExtractAgent(BasicAgent):
-125	"""
-126		An extraction agent.
-127	"""
-128
-129	def agent_capability() -> AgentCapability:
-130		return AgentCapability.EXTRACT
-131	
-132	@staticmethod
-133	@abstractmethod
-134	def extract_type() -> RiddleDataType:
-135		"""
-136			Represents the data this agent can process.
-137		"""
-138		pass
-139
-140	def _process(self):
-141		for i, data in enumerate(self._response.data):
-142			if data.type == self.__class__.extract_type():
-143				logger.debug(f"Start extraction '{data.file_plain}'")
-144				result = self.handle(data)
-145				logger.debug(f"End extraction '{data.file_plain}' ('{result.file_extracted}')")
-146
-147				if result.file_extracted is None:
-148					logger.info(f"Riddle {self._response.id}: 'file_extracted' for data '{data.file_plain}' still empty after handling")
-149
-150				self._response.data[i] = result
-151				self._do_response = True
-152
-153		self._response.status.extract.finished = True
-154
-155	@abstractmethod
-156	def handle(self, data:RiddleData) -> RiddleData:
-157		"""
-158			Process the item `data`, create extraction file and return `data` with populated `data.file_extracted`.
-159		"""
+124			# send it
+125			if self._send_message(sub_msg):
+126				return sub_msg
+127			else:
+128				return False
+129
+130	@abstractmethod
+131	def handle(self, *args:RiddleInformation) -> RiddleInformation:
+132		"""
+133			Handle a single task of the agent, the arguments and return value depends on the actual task (see subclass)!
+134
+135			**This is the method to implement!**
+136
+137			The full message is available via `message()`, a sub riddle can be created with `sub_riddle()`.
+138		"""
+139		pass
+140
+141	@validate_call
+142	def get_extracted(self, data:RiddleData) -> ExtractedData|None:
+143		"""
+144			Loads the extracted data from the `data` item (i.e., from the file `data.file_extracted`).
+145
+146			Returns None if no extracted data found.
+147		"""
+148
+149		if not data.file_extracted is None:
+150			return ExtractedData.model_validate(
+151				json.load(open(data.file_extracted, 'r'))
+152			)
+153			
+154		return None
+155
+156class ExtractAgent(BasicAgent):
+157	"""
+158		An extraction agent.
+159	"""
 160
-161class ExtractTextAgent(ExtractAgent):
-162	"""
-163		An extraction agent for text, create a subclass for your agent.
-164	"""
-165	
+161	def agent_capability() -> AgentCapability:
+162		return AgentCapability.EXTRACT
+163	
+164	@staticmethod
+165	@abstractmethod
 166	def extract_type() -> RiddleDataType:
-167		return RiddleDataType.TEXT
-168
-169class ExtractAudioAgent(ExtractAgent):
-170	"""
-171		An extraction agent for audio, create a subclass for your agent.
-172	"""
-173	
-174	def extract_type() -> RiddleDataType:
-175		return RiddleDataType.AUDIO
-176
-177class ExtractImageAgent(ExtractAgent):
-178	"""
-179		An extraction agent for images, create a subclass for your agent.
-180	"""
-181	
-182	def extract_type() -> RiddleDataType:
-183		return RiddleDataType.IMAGE
+167		"""
+168			Represents the data this agent can process.
+169		"""
+170		pass
+171
+172	def _process(self):
+173		for i, data in enumerate(self._response.data):
+174			if data.type == self.__class__.extract_type():
+175				logger.debug(f"Start extraction '{data.file_plain}'")
+176				result = self.handle(data)
+177				logger.debug(f"End extraction '{data.file_plain}' ('{result.file_extracted}')")
+178
+179				if result.file_extracted is None:
+180					logger.info(f"Riddle {self._response.id}: 'file_extracted' for data '{data.file_plain}' still empty after handling")
+181
+182				self._response.data[i] = result
+183				self._do_response = True
 184
-185
-186class SolveAgent(BasicAgent):
-187	"""
-188		A solve agent, create a subclass for your agent.
-189	"""
-190
-191	def agent_capability() -> AgentCapability:
-192		return AgentCapability.SOLVE
-193	
-194	def _process(self):
-195		logger.debug(f"Start solve: {self._response.id}")
-196		solution = self.handle(self._response.riddle, self._response.data)
-197		logger.debug(f"End solve: {self._response.id} ({solution.solution}, {solution.explanation})")
-198		
-199		if len(solution.solution) == 0 or len(solution.explanation) == 0:
-200			logger.info(f"Riddle {self._response.id}: Empty solution/ explanation after handling")
-201
-202		self._response.solution = solution
-203		self._response.status.solve.finished = True
-204
-205		self._do_response = True
-206	
-207	@abstractmethod
-208	def handle(self, riddle:Riddle, data:RiddleData) -> RiddleSolution:
-209		"""
-210			Solve the `riddle` using `data` and return a solution.
-211		"""
-212	
-213class GatekeeperAgent(BasicAgent):
-214	"""
-215		A gatekeeper agent, create a subclass for your agent.
-216	"""
-217
-218	def agent_capability() -> AgentCapability:
-219		return AgentCapability.GATEKEEPER
-220	
-221	def _process(self):
-222		if self._response.solution is None:
-223			self._response.solution = RiddleSolution(solution="", explanation="")
-224
-225		logger.debug(f"Start validate: {self._response.id}")
-226		solution = self.handle(self._response.solution, self._response.riddle)
-227		logger.debug(f"End validate: {self._response.id} ({solution.review}, {solution.accepted})")
-228		
-229		if solution.review is None or len(solution.review) == 0:
-230			logger.info(f"Riddle {self._response.id}: Empty review after handling")
-231
-232		self._response.solution = solution
-233		self._response.status.validate.finished = True
-234		self._response.status.solved = solution.accepted
-235
-236		self._do_response = True
-237	
-238	@abstractmethod
-239	def handle(self, solution:RiddleSolution, riddle:Riddle) -> RiddleSolution:
-240		"""
-241			Check the `solution` of `riddle` and return solution with populated `solution.accepted` and `solution.review`.
-242		"""
+185		self._response.status.extract.finished = True
+186
+187	@abstractmethod
+188	@validate_call
+189	def handle(self, data:RiddleData) -> RiddleData:
+190		"""
+191			Process the item `data`, create extraction file and return `data` with populated `data.file_extracted`.
+192		"""
+193
+194	@validate_call
+195	def store_extracted(self, data:RiddleData, extracted:ExtractedData) -> str:
+196		"""
+197			Stores the newly extracted data (in `extracted`) from `data` (i.e., `data.file_plain`) 
+198			and returns the filename to use in `data.file_extracted`.
+199		"""
+200
+201		path_name = data.file_plain[:data.file_plain.rfind('.')]
+202		
+203		candidate = "{}.json".format(path_name)
+204		cnt = 0
+205		while os.path.isfile(candidate):
+206			cnt += 1
+207			candidate = "{}-{}.json".format(path_name, cnt)
+208
+209		with open(candidate, 'w+') as f:
+210			f.write(extracted.model_dump_json())
+211
+212		return candidate
+213
+214
+215class ExtractTextAgent(ExtractAgent):
+216	"""
+217		An extraction agent for text, create a subclass for your agent.
+218	"""
+219	
+220	def extract_type() -> RiddleDataType:
+221		return RiddleDataType.TEXT
+222
+223class ExtractAudioAgent(ExtractAgent):
+224	"""
+225		An extraction agent for audio, create a subclass for your agent.
+226	"""
+227	
+228	def extract_type() -> RiddleDataType:
+229		return RiddleDataType.AUDIO
+230
+231class ExtractImageAgent(ExtractAgent):
+232	"""
+233		An extraction agent for images, create a subclass for your agent.
+234	"""
+235	
+236	def extract_type() -> RiddleDataType:
+237		return RiddleDataType.IMAGE
+238
+239
+240class SolveAgent(BasicAgent):
+241	"""
+242		A solve agent, create a subclass for your agent.
+243	"""
+244
+245	def agent_capability() -> AgentCapability:
+246		return AgentCapability.SOLVE
+247	
+248	def _process(self):
+249		logger.debug(f"Start solve: {self._response.id}")
+250		solution = self.handle(self._response.riddle, self._response.data)
+251		logger.debug(f"End solve: {self._response.id} ({solution.solution}, {solution.explanation})")
+252		
+253		if len(solution.solution) == 0 or len(solution.explanation) == 0:
+254			logger.info(f"Riddle {self._response.id}: Empty solution/ explanation after handling")
+255
+256		self._response.solution = solution
+257		self._response.status.solve.finished = True
+258
+259		self._do_response = True
+260	
+261	@abstractmethod
+262	@validate_call
+263	def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution:
+264		"""
+265			Solve the `riddle` using `data` and return a solution.
+266		"""
+267	
+268class GatekeeperAgent(BasicAgent):
+269	"""
+270		A gatekeeper agent, create a subclass for your agent.
+271	"""
+272
+273	def agent_capability() -> AgentCapability:
+274		return AgentCapability.GATEKEEPER
+275	
+276	def _process(self):
+277		if self._response.solution is None:
+278			self._response.solution = RiddleSolution(solution="", explanation="")
+279
+280		logger.debug(f"Start validate: {self._response.id}")
+281		solution = self.handle(self._response.solution, self._response.riddle)
+282		logger.debug(f"End validate: {self._response.id} ({solution.review}, {solution.accepted})")
+283		
+284		if solution.review is None or len(solution.review) == 0:
+285			logger.info(f"Riddle {self._response.id}: Empty review after handling")
+286
+287		self._response.solution = solution
+288		self._response.status.validate.finished = True
+289		self._response.status.solved = solution.accepted
+290
+291		self._do_response = True
+292	
+293	@abstractmethod
+294	@validate_call
+295	def handle(self, solution:RiddleSolution, riddle:Riddle) -> RiddleSolution:
+296		"""
+297			Check the `solution` of `riddle` and return solution with populated `solution.accepted` and `solution.review`.
+298		"""
 
    
 
 
@@ -412,14 +474,14 @@
    - 
    15class AgentCapability(Enum):
-16	"""
-17		The three different capabilities an agent can have.
-18	"""
-19
-20	EXTRACT="extract"
-21	SOLVE="solve"
-22	GATEKEEPER="gatekeeper"
+            
    27class AgentCapability(Enum):
+28	"""
+29		The three different capabilities an agent can have.
+30	"""
+31
+32	EXTRACT="extract"
+33	SOLVE="solve"
+34	GATEKEEPER="gatekeeper"
 
    
 
 
@@ -485,106 +547,125 @@
    - 
     25class BasicAgent(ABC):
- 26	"""
- 27		A basic agent, each agent will be a subclass of this class.
- 28	"""
- 29
- 30	@staticmethod
- 31	@abstractmethod
- 32	def agent_capability() -> AgentCapability:
- 33		"""
- 34			Represents the capabilities of this agent, for messages/ tasks of this capability, the `handle` method will be called.
- 35		"""
- 36		pass
- 37
- 38	def __init__(self, message:AgentMessage, send_message:Callable[[AgentMessage], bool]):
- 39		self._send_message = send_message
- 40		self._sub_cnt = 0
+            
     37class BasicAgent(ABC):
+ 38	"""
+ 39		A basic agent, each agent will be a subclass of this class.
+ 40	"""
  41
- 42		self._message = message
- 43		self._response = message.model_copy(deep=True)
- 44		
- 45		self._do_response = False
- 46
- 47		self._process()
- 48		self._respond()
+ 42	@staticmethod
+ 43	@abstractmethod
+ 44	def agent_capability() -> AgentCapability:
+ 45		"""
+ 46			Represents the capabilities of this agent, for messages/ tasks of this capability, the `handle` method will be called.
+ 47		"""
+ 48		pass
  49
- 50	@abstractmethod
- 51	def _process(self):
- 52		pass
- 53
- 54	def _respond(self):
- 55		send_it = lambda: self._send_message(self._response)
- 56		if self.before_response(self._response, send_it) and self._do_response:
- 57			send_it()
- 58			logger.debug(f"Response sent {self._response.id}")
- 59		else:
- 60			logger.debug(f"Stopped response {self._response.id}")
- 61		
- 62	def before_response(self, response:AgentMessage, send_it:Callable[[], None]) -> bool:
- 63		"""
- 64			This method is called before the response is sent.
- 65			If the method returns `False` no response will be sent. 
- 66			Thus, by overwriting this method, a response can be prevented.
- 67
- 68			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. 
- 69			(Hence, one may stop sending the response and later call `send_it()` to send the response.)
- 70		"""
- 71		return True
- 72	
- 73	def message(self) -> AgentMessage:
- 74		"""
- 75			Get the message this agent object is working on. 
- 76		"""
- 77		return self._message;
- 78
- 79	def sub_riddle(self,
- 80			riddle:Riddle, data:List[RiddleData]=[], status:RiddleStatus=None
- 81		) -> AgentMessage|bool:
- 82			"""
- 83				Create a new sub-riddle for solving details of the current riddle.
- 84				For the sub-riddle, give a `riddle` and optionally, a selection of `data` items (default none) and a `status` (default `ums.utils.types.RiddleStatus()`).
- 85				By changing a status, different steps can be (de-)selected.
- 86
- 87				Return the message of the sub-riddle or `false` on error.
- 88			"""
- 89
- 90			if status is None:
- 91				status = RiddleStatus()
- 92			
- 93			# new sub riddle id
- 94			self._sub_cnt += 1
- 95			new_id = "{}-sub-{}.{}".format(self._message.id, self._sub_cnt, int(random.random()*100))
- 96
- 97			self._message.sub_ids.append(new_id)
- 98			self._response.sub_ids.append(new_id)
- 99
-100			# create the riddle's message
-101			sub_msg = AgentMessage(
-102				id=new_id,
-103				riddle=riddle,
-104				data=data,
-105				status=status
-106			)
-107			logger.debug(f"Created sub-riddle {sub_msg.id}")
-108
-109			# send it
-110			if self._send_message(sub_msg):
-111				return sub_msg
-112			else:
-113				return False
-114
-115	@abstractmethod
-116	def handle(self, *args:RiddleInformation) -> RiddleInformation:
-117		"""
-118			Handle a single task of the agent, the arguments and return value depends on the actual task (see subclass)!
-119
-120			**This is the method to implement!**
-121
-122			The full message is available via `message()`, a sub riddle can be created with `sub_riddle()`.
-123		"""
-124		pass
+ 50	@validate_call
+ 51	def __init__(self, message:AgentMessage, send_message:Callable[[AgentMessage], bool]):
+ 52		self._send_message = send_message
+ 53		self._sub_cnt = 0
+ 54
+ 55		self._message = message
+ 56		self._response = message.model_copy(deep=True)
+ 57		
+ 58		self._do_response = False
+ 59
+ 60		self._process()
+ 61		self._respond()
+ 62
+ 63	@abstractmethod
+ 64	def _process(self):
+ 65		pass
+ 66
+ 67	def _respond(self):
+ 68		send_it = lambda: self._send_message(self._response)
+ 69		if self.before_response(self._response, send_it) and self._do_response:
+ 70			send_it()
+ 71			logger.debug(f"Response sent {self._response.id}")
+ 72		else:
+ 73			logger.debug(f"Stopped response {self._response.id}")
+ 74
+ 75	@validate_call	
+ 76	def before_response(self, response:AgentMessage, send_it:Callable[[], None]) -> bool:
+ 77		"""
+ 78			This method is called before the response is sent.
+ 79			If the method returns `False` no response will be sent. 
+ 80			Thus, by overwriting this method, a response can be prevented.
+ 81
+ 82			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. 
+ 83			(Hence, one may stop sending the response and later call `send_it()` to send the response.)
+ 84		"""
+ 85		return True
+ 86	
+ 87	@validate_call
+ 88	def message(self) -> AgentMessage:
+ 89		"""
+ 90			Get the message this agent object is working on. 
+ 91		"""
+ 92		return self._message;
+ 93
+ 94	@validate_call
+ 95	def sub_riddle(self,
+ 96			riddle:Riddle, data:List[RiddleData]=[], status:RiddleStatus=None
+ 97		) -> AgentMessage|bool:
+ 98			"""
+ 99				Create a new sub-riddle for solving details of the current riddle.
+100				For the sub-riddle, give a `riddle` and optionally, a selection of `data` items (default none) and a `status` (default `ums.utils.types.RiddleStatus()`).
+101				By changing a status, different steps can be (de-)selected.
+102
+103				Return the message of the sub-riddle or `false` on error.
+104			"""
+105
+106			if status is None:
+107				status = RiddleStatus()
+108			
+109			# new sub riddle id
+110			self._sub_cnt += 1
+111			new_id = "{}-sub-{}.{}".format(self._message.id, self._sub_cnt, int(random.random()*100))
+112
+113			self._message.sub_ids.append(new_id)
+114			self._response.sub_ids.append(new_id)
+115
+116			# create the riddle's message
+117			sub_msg = AgentMessage(
+118				id=new_id,
+119				riddle=riddle,
+120				data=data,
+121				status=status
+122			)
+123			logger.debug(f"Created sub-riddle {sub_msg.id}")
+124
+125			# send it
+126			if self._send_message(sub_msg):
+127				return sub_msg
+128			else:
+129				return False
+130
+131	@abstractmethod
+132	def handle(self, *args:RiddleInformation) -> RiddleInformation:
+133		"""
+134			Handle a single task of the agent, the arguments and return value depends on the actual task (see subclass)!
+135
+136			**This is the method to implement!**
+137
+138			The full message is available via `message()`, a sub riddle can be created with `sub_riddle()`.
+139		"""
+140		pass
+141
+142	@validate_call
+143	def get_extracted(self, data:RiddleData) -> ExtractedData|None:
+144		"""
+145			Loads the extracted data from the `data` item (i.e., from the file `data.file_extracted`).
+146
+147			Returns None if no extracted data found.
+148		"""
+149
+150		if not data.file_extracted is None:
+151			return ExtractedData.model_validate(
+152				json.load(open(data.file_extracted, 'r'))
+153			)
+154			
+155		return None
 
    
 
 
@@ -605,13 +686,13 @@
    - 
    30	@staticmethod
-31	@abstractmethod
-32	def agent_capability() -> AgentCapability:
-33		"""
-34			Represents the capabilities of this agent, for messages/ tasks of this capability, the `handle` method will be called.
-35		"""
-36		pass
+            
    42	@staticmethod
+43	@abstractmethod
+44	def agent_capability() -> AgentCapability:
+45		"""
+46			Represents the capabilities of this agent, for messages/ tasks of this capability, the `handle` method will be called.
+47		"""
+48		pass
 
    
 
 
@@ -623,7 +704,8 @@
                             
    
                                         
 
    
-            
+                    
    @validate_call
    
+
         def
         before_response(	self,	response: ums.utils.types.AgentMessage,	send_it: Callable[[], NoneType]) -> bool:
 
@@ -631,16 +713,17 @@
 
     
    
     
-            
    62	def before_response(self, response:AgentMessage, send_it:Callable[[], None]) -> bool:
-63		"""
-64			This method is called before the response is sent.
-65			If the method returns `False` no response will be sent. 
-66			Thus, by overwriting this method, a response can be prevented.
-67
-68			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. 
-69			(Hence, one may stop sending the response and later call `send_it()` to send the response.)
-70		"""
-71		return True
+            
    75	@validate_call	
+76	def before_response(self, response:AgentMessage, send_it:Callable[[], None]) -> bool:
+77		"""
+78			This method is called before the response is sent.
+79			If the method returns `False` no response will be sent. 
+80			Thus, by overwriting this method, a response can be prevented.
+81
+82			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. 
+83			(Hence, one may stop sending the response and later call `send_it()` to send the response.)
+84		"""
+85		return True
 
    
 
 
@@ -657,7 +740,8 @@ Thus, by overwriting this method, a response can be prevented.
    
                             
    
                                         
 
    
-            
+                    
    @validate_call
    
+
         def
         message(self) -> ums.utils.types.AgentMessage:
 
@@ -665,11 +749,12 @@ Thus, by overwriting this method, a response can be prevented.
    
 
     
    
     
-            
    73	def message(self) -> AgentMessage:
-74		"""
-75			Get the message this agent object is working on. 
-76		"""
-77		return self._message;
+            
    87	@validate_call
+88	def message(self) -> AgentMessage:
+89		"""
+90			Get the message this agent object is working on. 
+91		"""
+92		return self._message;
 
    
 
 
@@ -681,7 +766,8 @@ Thus, by overwriting this method, a response can be prevented.
    
                             
    
                                         
 
    
-            
+                    
    @validate_call
    
+
         def
         sub_riddle(	self,	riddle: ums.utils.types.Riddle,	data: List[ums.utils.types.RiddleData] = [],	status: ums.utils.types.RiddleStatus = None) -> ums.utils.types.AgentMessage | bool:
 
@@ -689,41 +775,42 @@ Thus, by overwriting this method, a response can be prevented.
    
 
     
    
     
-            
     79	def sub_riddle(self,
- 80			riddle:Riddle, data:List[RiddleData]=[], status:RiddleStatus=None
- 81		) -> AgentMessage|bool:
- 82			"""
- 83				Create a new sub-riddle for solving details of the current riddle.
- 84				For the sub-riddle, give a `riddle` and optionally, a selection of `data` items (default none) and a `status` (default `ums.utils.types.RiddleStatus()`).
- 85				By changing a status, different steps can be (de-)selected.
- 86
- 87				Return the message of the sub-riddle or `false` on error.
- 88			"""
- 89
- 90			if status is None:
- 91				status = RiddleStatus()
- 92			
- 93			# new sub riddle id
- 94			self._sub_cnt += 1
- 95			new_id = "{}-sub-{}.{}".format(self._message.id, self._sub_cnt, int(random.random()*100))
- 96
- 97			self._message.sub_ids.append(new_id)
- 98			self._response.sub_ids.append(new_id)
- 99
-100			# create the riddle's message
-101			sub_msg = AgentMessage(
-102				id=new_id,
-103				riddle=riddle,
-104				data=data,
-105				status=status
-106			)
-107			logger.debug(f"Created sub-riddle {sub_msg.id}")
-108
-109			# send it
-110			if self._send_message(sub_msg):
-111				return sub_msg
-112			else:
-113				return False
+            
     94	@validate_call
+ 95	def sub_riddle(self,
+ 96			riddle:Riddle, data:List[RiddleData]=[], status:RiddleStatus=None
+ 97		) -> AgentMessage|bool:
+ 98			"""
+ 99				Create a new sub-riddle for solving details of the current riddle.
+100				For the sub-riddle, give a `riddle` and optionally, a selection of `data` items (default none) and a `status` (default `ums.utils.types.RiddleStatus()`).
+101				By changing a status, different steps can be (de-)selected.
+102
+103				Return the message of the sub-riddle or `false` on error.
+104			"""
+105
+106			if status is None:
+107				status = RiddleStatus()
+108			
+109			# new sub riddle id
+110			self._sub_cnt += 1
+111			new_id = "{}-sub-{}.{}".format(self._message.id, self._sub_cnt, int(random.random()*100))
+112
+113			self._message.sub_ids.append(new_id)
+114			self._response.sub_ids.append(new_id)
+115
+116			# create the riddle's message
+117			sub_msg = AgentMessage(
+118				id=new_id,
+119				riddle=riddle,
+120				data=data,
+121				status=status
+122			)
+123			logger.debug(f"Created sub-riddle {sub_msg.id}")
+124
+125			# send it
+126			if self._send_message(sub_msg):
+127				return sub_msg
+128			else:
+129				return False
 
    
 
 
@@ -748,16 +835,16 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    115	@abstractmethod
-116	def handle(self, *args:RiddleInformation) -> RiddleInformation:
-117		"""
-118			Handle a single task of the agent, the arguments and return value depends on the actual task (see subclass)!
-119
-120			**This is the method to implement!**
-121
-122			The full message is available via `message()`, a sub riddle can be created with `sub_riddle()`.
-123		"""
-124		pass
+            
    131	@abstractmethod
+132	def handle(self, *args:RiddleInformation) -> RiddleInformation:
+133		"""
+134			Handle a single task of the agent, the arguments and return value depends on the actual task (see subclass)!
+135
+136			**This is the method to implement!**
+137
+138			The full message is available via `message()`, a sub riddle can be created with `sub_riddle()`.
+139		"""
+140		pass
 
    
 
 
@@ -769,6 +856,42 @@ By changing a status, different steps can be (de-)selected.
    
 
    
 
 
+                            
    
+                            
    
+                                        
+
    
+                    
    @validate_call
    
+
+        def
+        get_extracted(	self,	data: ums.utils.types.RiddleData) -> ums.utils.schema.ExtractedData | None:
+
+                
+
+    
    
+    
+            
    142	@validate_call
+143	def get_extracted(self, data:RiddleData) -> ExtractedData|None:
+144		"""
+145			Loads the extracted data from the `data` item (i.e., from the file `data.file_extracted`).
+146
+147			Returns None if no extracted data found.
+148		"""
+149
+150		if not data.file_extracted is None:
+151			return ExtractedData.model_validate(
+152				json.load(open(data.file_extracted, 'r'))
+153			)
+154			
+155		return None
+
    
+
+
+            
    Loads the extracted data from the data item (i.e., from the file data.file_extracted).
    
+
+
    Returns None if no extracted data found.
    
+
    
+
+
                             
    
                 
                 
    
@@ -782,42 +905,63 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    126class ExtractAgent(BasicAgent):
-127	"""
-128		An extraction agent.
-129	"""
-130
-131	def agent_capability() -> AgentCapability:
-132		return AgentCapability.EXTRACT
-133	
-134	@staticmethod
-135	@abstractmethod
-136	def extract_type() -> RiddleDataType:
-137		"""
-138			Represents the data this agent can process.
-139		"""
-140		pass
-141
-142	def _process(self):
-143		for i, data in enumerate(self._response.data):
-144			if data.type == self.__class__.extract_type():
-145				logger.debug(f"Start extraction '{data.file_plain}'")
-146				result = self.handle(data)
-147				logger.debug(f"End extraction '{data.file_plain}' ('{result.file_extracted}')")
-148
-149				if result.file_extracted is None:
-150					logger.info(f"Riddle {self._response.id}: 'file_extracted' for data '{data.file_plain}' still empty after handling")
-151
-152				self._response.data[i] = result
-153				self._do_response = True
-154
-155		self._response.status.extract.finished = True
-156
-157	@abstractmethod
-158	def handle(self, data:RiddleData) -> RiddleData:
-159		"""
-160			Process the item `data`, create extraction file and return `data` with populated `data.file_extracted`.
-161		"""
+            
    157class ExtractAgent(BasicAgent):
+158	"""
+159		An extraction agent.
+160	"""
+161
+162	def agent_capability() -> AgentCapability:
+163		return AgentCapability.EXTRACT
+164	
+165	@staticmethod
+166	@abstractmethod
+167	def extract_type() -> RiddleDataType:
+168		"""
+169			Represents the data this agent can process.
+170		"""
+171		pass
+172
+173	def _process(self):
+174		for i, data in enumerate(self._response.data):
+175			if data.type == self.__class__.extract_type():
+176				logger.debug(f"Start extraction '{data.file_plain}'")
+177				result = self.handle(data)
+178				logger.debug(f"End extraction '{data.file_plain}' ('{result.file_extracted}')")
+179
+180				if result.file_extracted is None:
+181					logger.info(f"Riddle {self._response.id}: 'file_extracted' for data '{data.file_plain}' still empty after handling")
+182
+183				self._response.data[i] = result
+184				self._do_response = True
+185
+186		self._response.status.extract.finished = True
+187
+188	@abstractmethod
+189	@validate_call
+190	def handle(self, data:RiddleData) -> RiddleData:
+191		"""
+192			Process the item `data`, create extraction file and return `data` with populated `data.file_extracted`.
+193		"""
+194
+195	@validate_call
+196	def store_extracted(self, data:RiddleData, extracted:ExtractedData) -> str:
+197		"""
+198			Stores the newly extracted data (in `extracted`) from `data` (i.e., `data.file_plain`) 
+199			and returns the filename to use in `data.file_extracted`.
+200		"""
+201
+202		path_name = data.file_plain[:data.file_plain.rfind('.')]
+203		
+204		candidate = "{}.json".format(path_name)
+205		cnt = 0
+206		while os.path.isfile(candidate):
+207			cnt += 1
+208			candidate = "{}-{}.json".format(path_name, cnt)
+209
+210		with open(candidate, 'w+') as f:
+211			f.write(extracted.model_dump_json())
+212
+213		return candidate
 
    
 
 
@@ -836,8 +980,8 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    131	def agent_capability() -> AgentCapability:
-132		return AgentCapability.EXTRACT
+            
    162	def agent_capability() -> AgentCapability:
+163		return AgentCapability.EXTRACT
 
    
 
 
@@ -859,13 +1003,13 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    134	@staticmethod
-135	@abstractmethod
-136	def extract_type() -> RiddleDataType:
-137		"""
-138			Represents the data this agent can process.
-139		"""
-140		pass
+            
    165	@staticmethod
+166	@abstractmethod
+167	def extract_type() -> RiddleDataType:
+168		"""
+169			Represents the data this agent can process.
+170		"""
+171		pass
 
    
 
 
@@ -878,6 +1022,7 @@ By changing a status, different steps can be (de-)selected.
    
                                         
 
    
                     
    @abstractmethod
    
+        
    @validate_call
    
 
         def
         handle(self, data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleData:
@@ -886,11 +1031,12 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    157	@abstractmethod
-158	def handle(self, data:RiddleData) -> RiddleData:
-159		"""
-160			Process the item `data`, create extraction file and return `data` with populated `data.file_extracted`.
-161		"""
+            
    188	@abstractmethod
+189	@validate_call
+190	def handle(self, data:RiddleData) -> RiddleData:
+191		"""
+192			Process the item `data`, create extraction file and return `data` with populated `data.file_extracted`.
+193		"""
 
    
 
 
@@ -898,6 +1044,46 @@ By changing a status, different steps can be (de-)selected.
    
 
    
 
 
+                            
    
+                            
    
+                                        
+
    
+                    
    @validate_call
    
+
+        def
+        store_extracted(	self,	data: ums.utils.types.RiddleData,	extracted: ums.utils.schema.ExtractedData) -> str:
+
+                
+
+    
    
+    
+            
    195	@validate_call
+196	def store_extracted(self, data:RiddleData, extracted:ExtractedData) -> str:
+197		"""
+198			Stores the newly extracted data (in `extracted`) from `data` (i.e., `data.file_plain`) 
+199			and returns the filename to use in `data.file_extracted`.
+200		"""
+201
+202		path_name = data.file_plain[:data.file_plain.rfind('.')]
+203		
+204		candidate = "{}.json".format(path_name)
+205		cnt = 0
+206		while os.path.isfile(candidate):
+207			cnt += 1
+208			candidate = "{}-{}.json".format(path_name, cnt)
+209
+210		with open(candidate, 'w+') as f:
+211			f.write(extracted.model_dump_json())
+212
+213		return candidate
+
    
+
+
+            
    Stores the newly extracted data (in extracted) from data (i.e., data.file_plain) 
+and returns the filename to use in data.file_extracted.
    
+
    
+
+
                             
    
                             
    
                                 
    Inherited Members
    
@@ -906,6 +1092,7 @@ By changing a status, different steps can be (de-)selected.
    
                                 
    before_response
    
                 
    message
    
                 
    sub_riddle
    
+                
    get_extracted
    
 
             
    
                                 
@@ -922,13 +1109,13 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    163class ExtractTextAgent(ExtractAgent):
-164	"""
-165		An extraction agent for text, create a subclass for your agent.
-166	"""
-167	
-168	def extract_type() -> RiddleDataType:
-169		return RiddleDataType.TEXT
+            
    216class ExtractTextAgent(ExtractAgent):
+217	"""
+218		An extraction agent for text, create a subclass for your agent.
+219	"""
+220	
+221	def extract_type() -> RiddleDataType:
+222		return RiddleDataType.TEXT
 
    
 
 
@@ -947,8 +1134,8 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    168	def extract_type() -> RiddleDataType:
-169		return RiddleDataType.TEXT
+            
    221	def extract_type() -> RiddleDataType:
+222		return RiddleDataType.TEXT
 
    
 
 
@@ -963,12 +1150,14 @@ By changing a status, different steps can be (de-)selected.
    
                                     
             
                                 
@@ -985,13 +1174,13 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    171class ExtractAudioAgent(ExtractAgent):
-172	"""
-173		An extraction agent for audio, create a subclass for your agent.
-174	"""
-175	
-176	def extract_type() -> RiddleDataType:
-177		return RiddleDataType.AUDIO
+            
    224class ExtractAudioAgent(ExtractAgent):
+225	"""
+226		An extraction agent for audio, create a subclass for your agent.
+227	"""
+228	
+229	def extract_type() -> RiddleDataType:
+230		return RiddleDataType.AUDIO
 
    
 
 
@@ -1010,8 +1199,8 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    176	def extract_type() -> RiddleDataType:
-177		return RiddleDataType.AUDIO
+            
    229	def extract_type() -> RiddleDataType:
+230		return RiddleDataType.AUDIO
 
    
 
 
@@ -1026,12 +1215,14 @@ By changing a status, different steps can be (de-)selected.
    
                                     
             
                                 
@@ -1048,13 +1239,13 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    179class ExtractImageAgent(ExtractAgent):
-180	"""
-181		An extraction agent for images, create a subclass for your agent.
-182	"""
-183	
-184	def extract_type() -> RiddleDataType:
-185		return RiddleDataType.IMAGE
+            
    232class ExtractImageAgent(ExtractAgent):
+233	"""
+234		An extraction agent for images, create a subclass for your agent.
+235	"""
+236	
+237	def extract_type() -> RiddleDataType:
+238		return RiddleDataType.IMAGE
 
    
 
 
@@ -1073,8 +1264,8 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    184	def extract_type() -> RiddleDataType:
-185		return RiddleDataType.IMAGE
+            
    237	def extract_type() -> RiddleDataType:
+238		return RiddleDataType.IMAGE
 
    
 
 
@@ -1089,12 +1280,14 @@ By changing a status, different steps can be (de-)selected.
    
                                     
             
                                 
@@ -1111,32 +1304,33 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    188class SolveAgent(BasicAgent):
-189	"""
-190		A solve agent, create a subclass for your agent.
-191	"""
-192
-193	def agent_capability() -> AgentCapability:
-194		return AgentCapability.SOLVE
-195	
-196	def _process(self):
-197		logger.debug(f"Start solve: {self._response.id}")
-198		solution = self.handle(self._response.riddle, self._response.data)
-199		logger.debug(f"End solve: {self._response.id} ({solution.solution}, {solution.explanation})")
-200		
-201		if len(solution.solution) == 0 or len(solution.explanation) == 0:
-202			logger.info(f"Riddle {self._response.id}: Empty solution/ explanation after handling")
-203
-204		self._response.solution = solution
-205		self._response.status.solve.finished = True
-206
-207		self._do_response = True
-208	
-209	@abstractmethod
-210	def handle(self, riddle:Riddle, data:RiddleData) -> RiddleSolution:
-211		"""
-212			Solve the `riddle` using `data` and return a solution.
-213		"""
+            
    241class SolveAgent(BasicAgent):
+242	"""
+243		A solve agent, create a subclass for your agent.
+244	"""
+245
+246	def agent_capability() -> AgentCapability:
+247		return AgentCapability.SOLVE
+248	
+249	def _process(self):
+250		logger.debug(f"Start solve: {self._response.id}")
+251		solution = self.handle(self._response.riddle, self._response.data)
+252		logger.debug(f"End solve: {self._response.id} ({solution.solution}, {solution.explanation})")
+253		
+254		if len(solution.solution) == 0 or len(solution.explanation) == 0:
+255			logger.info(f"Riddle {self._response.id}: Empty solution/ explanation after handling")
+256
+257		self._response.solution = solution
+258		self._response.status.solve.finished = True
+259
+260		self._do_response = True
+261	
+262	@abstractmethod
+263	@validate_call
+264	def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution:
+265		"""
+266			Solve the `riddle` using `data` and return a solution.
+267		"""
 
    
 
 
@@ -1155,8 +1349,8 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    193	def agent_capability() -> AgentCapability:
-194		return AgentCapability.SOLVE
+            
    246	def agent_capability() -> AgentCapability:
+247		return AgentCapability.SOLVE
 
    
 
 
@@ -1169,19 +1363,21 @@ By changing a status, different steps can be (de-)selected.
    
                                         
 
    
                     
    @abstractmethod
    
+        
    @validate_call
    
 
         def
-        handle(	self,	riddle: ums.utils.types.Riddle,	data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleSolution:
+        handle(	self,	riddle: ums.utils.types.Riddle,	data: List[ums.utils.types.RiddleData]) -> ums.utils.types.RiddleSolution:
 
                 
 
     
    
     
-            
    209	@abstractmethod
-210	def handle(self, riddle:Riddle, data:RiddleData) -> RiddleSolution:
-211		"""
-212			Solve the `riddle` using `data` and return a solution.
-213		"""
+            
    262	@abstractmethod
+263	@validate_call
+264	def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution:
+265		"""
+266			Solve the `riddle` using `data` and return a solution.
+267		"""
 
    
 
 
@@ -1197,6 +1393,7 @@ By changing a status, different steps can be (de-)selected.
    
                                 
    before_response
    
                 
    message
    
                 
    sub_riddle
    
+                
    get_extracted
    
 
             
    
                                 
@@ -1213,36 +1410,37 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    215class GatekeeperAgent(BasicAgent):
-216	"""
-217		A gatekeeper agent, create a subclass for your agent.
-218	"""
-219
-220	def agent_capability() -> AgentCapability:
-221		return AgentCapability.GATEKEEPER
-222	
-223	def _process(self):
-224		if self._response.solution is None:
-225			self._response.solution = RiddleSolution(solution="", explanation="")
-226
-227		logger.debug(f"Start validate: {self._response.id}")
-228		solution = self.handle(self._response.solution, self._response.riddle)
-229		logger.debug(f"End validate: {self._response.id} ({solution.review}, {solution.accepted})")
-230		
-231		if solution.review is None or len(solution.review) == 0:
-232			logger.info(f"Riddle {self._response.id}: Empty review after handling")
-233
-234		self._response.solution = solution
-235		self._response.status.validate.finished = True
-236		self._response.status.solved = solution.accepted
-237
-238		self._do_response = True
-239	
-240	@abstractmethod
-241	def handle(self, solution:RiddleSolution, riddle:Riddle) -> RiddleSolution:
-242		"""
-243			Check the `solution` of `riddle` and return solution with populated `solution.accepted` and `solution.review`.
-244		"""
+            
    269class GatekeeperAgent(BasicAgent):
+270	"""
+271		A gatekeeper agent, create a subclass for your agent.
+272	"""
+273
+274	def agent_capability() -> AgentCapability:
+275		return AgentCapability.GATEKEEPER
+276	
+277	def _process(self):
+278		if self._response.solution is None:
+279			self._response.solution = RiddleSolution(solution="", explanation="")
+280
+281		logger.debug(f"Start validate: {self._response.id}")
+282		solution = self.handle(self._response.solution, self._response.riddle)
+283		logger.debug(f"End validate: {self._response.id} ({solution.review}, {solution.accepted})")
+284		
+285		if solution.review is None or len(solution.review) == 0:
+286			logger.info(f"Riddle {self._response.id}: Empty review after handling")
+287
+288		self._response.solution = solution
+289		self._response.status.validate.finished = True
+290		self._response.status.solved = solution.accepted
+291
+292		self._do_response = True
+293	
+294	@abstractmethod
+295	@validate_call
+296	def handle(self, solution:RiddleSolution, riddle:Riddle) -> RiddleSolution:
+297		"""
+298			Check the `solution` of `riddle` and return solution with populated `solution.accepted` and `solution.review`.
+299		"""
 
    
 
 
@@ -1261,8 +1459,8 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    220	def agent_capability() -> AgentCapability:
-221		return AgentCapability.GATEKEEPER
+            
    274	def agent_capability() -> AgentCapability:
+275		return AgentCapability.GATEKEEPER
 
    
 
 
@@ -1275,6 +1473,7 @@ By changing a status, different steps can be (de-)selected.
    
                                         
 
    
                     
    @abstractmethod
    
+        
    @validate_call
    
 
         def
         handle(	self,	solution: ums.utils.types.RiddleSolution,	riddle: ums.utils.types.Riddle) -> ums.utils.types.RiddleSolution:
@@ -1283,11 +1482,12 @@ By changing a status, different steps can be (de-)selected.
    
 
     
    
     
-            
    240	@abstractmethod
-241	def handle(self, solution:RiddleSolution, riddle:Riddle) -> RiddleSolution:
-242		"""
-243			Check the `solution` of `riddle` and return solution with populated `solution.accepted` and `solution.review`.
-244		"""
+            
    294	@abstractmethod
+295	@validate_call
+296	def handle(self, solution:RiddleSolution, riddle:Riddle) -> RiddleSolution:
+297		"""
+298			Check the `solution` of `riddle` and return solution with populated `solution.accepted` and `solution.review`.
+299		"""
 
    
 
 
@@ -1303,6 +1503,7 @@ By changing a status, different steps can be (de-)selected.
    
                                 
    before_response
    
                 
    message
    
                 
    sub_riddle
    
+                
    get_extracted
    
 
             
    
                                 
diff --git a/web/public/docs/ums/example/example.html b/web/public/docs/ums/example/example.html
index e785106..f50be97 100644
--- a/web/public/docs/ums/example/example.html
+++ b/web/public/docs/ums/example/example.html
@@ -114,10 +114,10 @@
      8# source code released under the terms of GNU Public License Version 3
  9# https://www.gnu.org/licenses/gpl-3.0.txt
 10
-11from typing import Callable
+11from typing import Callable, List
 12from ums.agent import ExtractAudioAgent, ExtractImageAgent, ExtractTextAgent, SolveAgent, GatekeeperAgent
 13
-14from ums.utils.types import AgentMessage, Riddle, RiddleData, RiddleSolution, RiddleStatus
+14from ums.utils import AgentMessage, Riddle, RiddleData, RiddleSolution, RiddleStatus, ExtractedData
 15
 16"""
 17	Examples for simple agents.
@@ -137,44 +137,50 @@
 31
 32	def handle(self, data: RiddleData) -> RiddleData:
 33		print("Image Process:", data.file_plain)
-34		return data
-35	
-36class MyExtractTextAgent(ExtractTextAgent):
-37
-38	def before_response(self, response: AgentMessage, send_it: Callable[[], None]) -> bool:
-39		print("The response will be:", response)
-40		return True
-41
-42	def handle(self, data: RiddleData) -> RiddleData:
-43		print("Text Process:", data.file_plain)
-44		return data
-45
-46
-47class MySolveAgent(SolveAgent):
+34
+35		extracted = ExtractedData(other={"info":"just a test"})
+36		data.file_extracted = self.store_extracted(data, extracted)
+37		return data
+38	
+39class MyExtractTextAgent(ExtractTextAgent):
+40
+41	def before_response(self, response: AgentMessage, send_it: Callable[[], None]) -> bool:
+42		print("The response will be:", response)
+43		return True
+44
+45	def handle(self, data: RiddleData) -> RiddleData:
+46		print("Text Process:", data.file_plain)
+47		return data
 48
-49	def handle(self, riddle: Riddle, data: RiddleData) -> RiddleSolution:
-50		
-51		if self.message().id == "test":
-52			status = RiddleStatus()
-53			status.extract.required = False
-54			self.sub_riddle(riddle=Riddle(context="Haha", question="Blubber"), status=status)
-55
-56		return RiddleSolution(solution="Huii", explanation="Blubb")
-57	
-58
-59class MyGatekeeperAgent(GatekeeperAgent):
-60
-61	def handle(self, solution: RiddleSolution, riddle: Riddle) -> RiddleSolution:
-62		solution.accepted = True 
-63		solution.review = "Ok"
-64		
-65		return solution
+49
+50class MySolveAgent(SolveAgent):
+51
+52	def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution:
+53
+54		for d in data:
+55			print(self.get_extracted(d))
+56		
+57		if self.message().id == "test":
+58			status = RiddleStatus()
+59			status.extract.required = False
+60			self.sub_riddle(riddle=Riddle(context="Haha", question="Blubber"), status=status)
+61
+62		return RiddleSolution(solution="Huii", explanation="Blubb")
+63	
+64
+65class MyGatekeeperAgent(GatekeeperAgent):
 66
-67AGENT_CLASSES = [
-68	MyExtractAudioAgent, MyExtractImageAgent, MyExtractTextAgent,
-69	MySolveAgent,
-70	MyGatekeeperAgent
-71]
+67	def handle(self, solution: RiddleSolution, riddle: Riddle) -> RiddleSolution:
+68		solution.accepted = True 
+69		solution.review = "Ok"
+70		
+71		return solution
+72
+73AGENT_CLASSES = [
+74	MyExtractAudioAgent, MyExtractImageAgent, MyExtractTextAgent,
+75	MySolveAgent,
+76	MyGatekeeperAgent
+77]
 
    
 
 
@@ -232,6 +238,7 @@
                 
    before_response
    
                 
    message
    
                 
    sub_riddle
    
+                
    get_extracted
    
 
             
    
             
             
                                 
@@ -260,7 +268,10 @@
 32
 33	def handle(self, data: RiddleData) -> RiddleData:
 34		print("Image Process:", data.file_plain)
-35		return data
+35
+36		extracted = ExtractedData(other={"info":"just a test"})
+37		data.file_extracted = self.store_extracted(data, extracted)
+38		return data
    @@ -281,7 +292,10 @@ 
    33	def handle(self, data: RiddleData) -> RiddleData:
 34		print("Image Process:", data.file_plain)
-35		return data
+35
+36		extracted = ExtractedData(other={"info":"just a test"})
+37		data.file_extracted = self.store_extracted(data, extracted)
+38		return data
    @@ -298,6 +312,7 @@
    before_response
    message
    sub_riddle
    +
    get_extracted
    @@ -322,15 +338,15 @@ - 
    37class MyExtractTextAgent(ExtractTextAgent):
-38
-39	def before_response(self, response: AgentMessage, send_it: Callable[[], None]) -> bool:
-40		print("The response will be:", response)
-41		return True
-42
-43	def handle(self, data: RiddleData) -> RiddleData:
-44		print("Text Process:", data.file_plain)
-45		return data
+            
    40class MyExtractTextAgent(ExtractTextAgent):
+41
+42	def before_response(self, response: AgentMessage, send_it: Callable[[], None]) -> bool:
+43		print("The response will be:", response)
+44		return True
+45
+46	def handle(self, data: RiddleData) -> RiddleData:
+47		print("Text Process:", data.file_plain)
+48		return data
 
    
 
 
@@ -349,9 +365,9 @@
    - 
    39	def before_response(self, response: AgentMessage, send_it: Callable[[], None]) -> bool:
-40		print("The response will be:", response)
-41		return True
+            
    42	def before_response(self, response: AgentMessage, send_it: Callable[[], None]) -> bool:
+43		print("The response will be:", response)
+44		return True
 
    
 
 
@@ -376,9 +392,9 @@ Thus, by overwriting this method, a response can be prevented.
    - 
    43	def handle(self, data: RiddleData) -> RiddleData:
-44		print("Text Process:", data.file_plain)
-45		return data
+            
    46	def handle(self, data: RiddleData) -> RiddleData:
+47		print("Text Process:", data.file_plain)
+48		return data
 
    
 
 
@@ -394,6 +410,7 @@ Thus, by overwriting this method, a response can be prevented.
    
                                 
    BasicAgent
    
                 
    message
    
                 
    sub_riddle
    
+                
    get_extracted
    ums.agent.agent.ExtractTextAgent
    @@ -402,6 +419,7 @@ Thus, by overwriting this method, a response can be prevented.

    @@ -418,16 +436,19 @@ Thus, by overwriting this method, a response can be prevented.

    - 
    48class MySolveAgent(SolveAgent):
-49
-50	def handle(self, riddle: Riddle, data: RiddleData) -> RiddleSolution:
-51		
-52		if self.message().id == "test":
-53			status = RiddleStatus()
-54			status.extract.required = False
-55			self.sub_riddle(riddle=Riddle(context="Haha", question="Blubber"), status=status)
-56
-57		return RiddleSolution(solution="Huii", explanation="Blubb")
+            
    51class MySolveAgent(SolveAgent):
+52
+53	def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution:
+54
+55		for d in data:
+56			print(self.get_extracted(d))
+57		
+58		if self.message().id == "test":
+59			status = RiddleStatus()
+60			status.extract.required = False
+61			self.sub_riddle(riddle=Riddle(context="Haha", question="Blubber"), status=status)
+62
+63		return RiddleSolution(solution="Huii", explanation="Blubb")
 
    
 
 
@@ -440,20 +461,23 @@ Thus, by overwriting this method, a response can be prevented.
    
 
    
             
         def
-        handle(	self,	riddle: ums.utils.types.Riddle,	data: ums.utils.types.RiddleData) -> ums.utils.types.RiddleSolution:
+        handle(	self,	riddle: ums.utils.types.Riddle,	data: List[ums.utils.types.RiddleData]) -> ums.utils.types.RiddleSolution:
 
                 
 
     
    
     
-            
    50	def handle(self, riddle: Riddle, data: RiddleData) -> RiddleSolution:
-51		
-52		if self.message().id == "test":
-53			status = RiddleStatus()
-54			status.extract.required = False
-55			self.sub_riddle(riddle=Riddle(context="Haha", question="Blubber"), status=status)
-56
-57		return RiddleSolution(solution="Huii", explanation="Blubb")
+            
    53	def handle(self, riddle: Riddle, data: List[RiddleData]) -> RiddleSolution:
+54
+55		for d in data:
+56			print(self.get_extracted(d))
+57		
+58		if self.message().id == "test":
+59			status = RiddleStatus()
+60			status.extract.required = False
+61			self.sub_riddle(riddle=Riddle(context="Haha", question="Blubber"), status=status)
+62
+63		return RiddleSolution(solution="Huii", explanation="Blubb")
 
    
 
 
@@ -470,6 +494,7 @@ Thus, by overwriting this method, a response can be prevented.
    
                 
    before_response
    
                 
    message
    
                 
    sub_riddle
    
+                
    get_extracted
    
 
             
    
             
    ums.agent.agent.SolveAgent
    
@@ -490,13 +515,13 @@ Thus, by overwriting this method, a response can be prevented.
    
 
     
    
     
-            
    60class MyGatekeeperAgent(GatekeeperAgent):
-61
-62	def handle(self, solution: RiddleSolution, riddle: Riddle) -> RiddleSolution:
-63		solution.accepted = True 
-64		solution.review = "Ok"
-65		
-66		return solution
+            
    66class MyGatekeeperAgent(GatekeeperAgent):
+67
+68	def handle(self, solution: RiddleSolution, riddle: Riddle) -> RiddleSolution:
+69		solution.accepted = True 
+70		solution.review = "Ok"
+71		
+72		return solution
 
    
 
 
@@ -515,11 +540,11 @@ Thus, by overwriting this method, a response can be prevented.
    
 
     
    
     
-            
    62	def handle(self, solution: RiddleSolution, riddle: Riddle) -> RiddleSolution:
-63		solution.accepted = True 
-64		solution.review = "Ok"
-65		
-66		return solution
+            
    68	def handle(self, solution: RiddleSolution, riddle: Riddle) -> RiddleSolution:
+69		solution.accepted = True 
+70		solution.review = "Ok"
+71		
+72		return solution
 
    
 
 
@@ -536,6 +561,7 @@ Thus, by overwriting this method, a response can be prevented.
    
                 
    before_response
    
                 
    message
    
                 
    sub_riddle
    
+                
    get_extracted
    
 
             
    
             
    ums.agent.agent.GatekeeperAgent
    
diff --git a/web/public/docs/ums/utils.html b/web/public/docs/ums/utils.html
index 1b90af3..5ee908e 100644
--- a/web/public/docs/ums/utils.html
+++ b/web/public/docs/ums/utils.html
@@ -104,6 +104,11 @@
 38from ums.utils.request import ManagementRequest
 39
 40from ums.utils.functions import list_shared_data, list_shared_schema
+41
+42from ums.utils.schema import (
+43	ExtractionSchema,
+44	ExtractedData
+45)
    diff --git a/web/public/docs/ums/utils/schema.html b/web/public/docs/ums/utils/schema.html index 4bd5e1e..59f20d1 100644 --- a/web/public/docs/ums/utils/schema.html +++ b/web/public/docs/ums/utils/schema.html @@ -38,6 +38,48 @@ +
  • + ExtractedContent + + +
    • +
  • + ExtractedPositions + + +
    • +
  • + ExtractedData + + +
    • @@ -57,6 +99,8 @@

    This represents the basic types used for representing extracted information from the data. The types are implemented using pydantic. It provides validation, allow JSON serialization and works well with FastAPI which is used internally for the http request between the agents and the management.

    + +

    This is work in progress!

    @@ -78,18 +122,75 @@ It provides validation, allow JSON serialization and works well with 13 The types are implemented using [pydantic](https://docs.pydantic.dev/). 14 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. 15 -16""" -17 -18from enum import Enum -19 -20from typing import List, Any -21 -22from pydantic import BaseModel -23 -24class ExtractionSchema(BaseModel): -25 """ -26 This is the basic class used as superclass for all extracted information from data items. -27 """ +16 **This is work in progress!** +17""" +18 +19from typing import List, Any, Dict +20 +21from pydantic import BaseModel +22 +23class ExtractionSchema(BaseModel): +24 """ +25 This is the basic class used as superclass for all extracted information from data items. +26 +27 For all the `ExtractionSchema` is is required that the data can be serialized to json. +28 Thus, mostly only default data types like `int, str, bool, list, dict, tuple` also including `ExtractionSchema` and `RiddleInformation` can be used here! +29 """ +30 +31class ExtractedContent(ExtractionSchema): +32 """ +33 An extracted content item. +34 """ +35 +36 type : str +37 """ +38 The type, as a string, the actual string will depend on the extraction agent. +39 """ +40 +41 content : str | Any +42 """ +43 The extracted content +44 """ +45 +46class ExtractedPositions(ExtractionSchema): +47 """ +48 A position (like time, coordinates, ...) where something was extracted (each position should belong to a content item). +49 """ +50 +51 type : str +52 """ +53 The type, as a string, the actual string will depend on the extraction agent. +54 """ +55 +56 position : str | int | Any +57 """ +58 The position, will also depend on the extraction agent. +59 """ +60 +61 description : str | Any = None +62 """ +63 An optional description for more details. +64 """ +65 +66class ExtractedData(ExtractionSchema): +67 """ +68 Contains the extracted items from a data file. +69 """ +70 +71 contents : List[ExtractedContent] = [] +72 """ +73 The extracted contents (i.e., transcriptions etc.), each item here should belong a position item at the same index. +74 """ +75 +76 positions : List[ExtractedPositions] = [] +77 """ +78 The positions of extracted contents, each item here should belong a content item at the same index. +79 """ +80 +81 other : Dict[str, Any] = {} +82 """ +83 Possibly more data. Use a keywords (depending on agent) and store the data there. +84 """ @@ -105,14 +206,20 @@ It provides validation, allow JSON serialization and works well with - 
    25class ExtractionSchema(BaseModel):
-26	"""
-27		This is the basic class used as superclass for all extracted information from data items.
-28	"""
+            
    24class ExtractionSchema(BaseModel):
+25	"""
+26		This is the basic class used as superclass for all extracted information from data items.
+27
+28		For all the `ExtractionSchema` is is required that the data can be serialized to json. 
+29		Thus, mostly only default data types like `int, str, bool, list, dict, tuple` also including `ExtractionSchema` and `RiddleInformation` can be used here!
+30	"""
 
    
 
 
             
    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!
    
 
    
 
 
@@ -151,6 +258,321 @@ It provides validation, allow JSON serialization and works well with 
+                            
+
    
+            
+    class
+    ExtractedContent(ExtractionSchema):
+
+                
+
+    
    
+    
+            
    32class ExtractedContent(ExtractionSchema):
+33	"""
+34		An extracted content item.
+35	"""
+36
+37	type : str 
+38	"""
+39		The type, as a string, the actual string will depend on the extraction agent.
+40	"""
+41
+42	content : str | Any
+43	"""
+44		The extracted content
+45	"""
+
    
+
+
+            
    An extracted content item.
    
+
    
+
+
+                            
    
+                                
    
+            type: str
+
+        
+    
    
+    
+    
+            
    The type, as a string, the actual string will depend on the extraction agent.
    
+
    
+
+
+                            
    
+                            
    
+                                
    
+            content: str | typing.Any
+
+        
+    
    
+    
+    
+            
    The extracted content
    
+
    
+
+
+                            
    
+                            
    
+                                
    Inherited Members
    
+                                
    
+                                    
    pydantic.main.BaseModel
    
+                                
    BaseModel
    
+                
    model_extra
    
+                
    model_fields_set
    
+                
    model_construct
    
+                
    model_copy
    
+                
    model_dump
    
+                
    model_dump_json
    
+                
    model_json_schema
    
+                
    model_parametrized_name
    
+                
    model_post_init
    
+                
    model_rebuild
    
+                
    model_validate
    
+                
    model_validate_json
    
+                
    model_validate_strings
    
+                
    dict
    
+                
    json
    
+                
    parse_obj
    
+                
    parse_raw
    
+                
    parse_file
    
+                
    from_orm
    
+                
    construct
    
+                
    copy
    
+                
    schema
    
+                
    schema_json
    
+                
    validate
    
+                
    update_forward_refs
    
+
+            
    
+                                
    
+                            
    
+                
+                
    
+                            
+
    
+            
+    class
+    ExtractedPositions(ExtractionSchema):
+
+                
+
+    
    
+    
+            
    47class ExtractedPositions(ExtractionSchema):
+48	"""
+49		A position (like time, coordinates, ...) where something was extracted (each position should belong to a content item).
+50	"""
+51
+52	type : str 
+53	"""
+54		The type, as a string, the actual string will depend on the extraction agent.
+55	"""
+56
+57	position : str | int | Any
+58	"""
+59		The position, will also depend on the extraction agent.
+60	"""
+61
+62	description : str | Any = None
+63	"""
+64		An optional description for more details.
+65	"""
+
    
+
+
+            
    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 | typing.Any
+
+        
+    
    
+    
+    
+            
    The position, will also depend on the extraction agent.
    
+
    
+
+
+                            
    
+                            
    
+                                
    
+            description: str | typing.Any
+
+        
+    
    
+    
+    
+            
    An optional description for more details.
    
+
    
+
+
+                            
    
+                            
    
+                                
    Inherited Members
    
+                                
    
+                                    
    pydantic.main.BaseModel
    
+                                
    BaseModel
    
+                
    model_extra
    
+                
    model_fields_set
    
+                
    model_construct
    
+                
    model_copy
    
+                
    model_dump
    
+                
    model_dump_json
    
+                
    model_json_schema
    
+                
    model_parametrized_name
    
+                
    model_post_init
    
+                
    model_rebuild
    
+                
    model_validate
    
+                
    model_validate_json
    
+                
    model_validate_strings
    
+                
    dict
    
+                
    json
    
+                
    parse_obj
    
+                
    parse_raw
    
+                
    parse_file
    
+                
    from_orm
    
+                
    construct
    
+                
    copy
    
+                
    schema
    
+                
    schema_json
    
+                
    validate
    
+                
    update_forward_refs
    
+
+            
    
+                                
    
+                            
    
+                
    
+                
    
+                            
+
    
+            
+    class
+    ExtractedData(ExtractionSchema):
+
+                
+
+    
    
+    
+            
    67class ExtractedData(ExtractionSchema):
+68	"""
+69		Contains the extracted items from a data file.
+70	"""
+71
+72	contents : List[ExtractedContent] = []
+73	"""
+74		The extracted contents (i.e., transcriptions etc.), each item here should belong a position item at the same index.
+75	"""
+76
+77	positions : List[ExtractedPositions] = []
+78	"""
+79		The positions of extracted contents, each item here should belong a content item at the same index.
+80	"""
+81
+82	other : Dict[str, Any] = {}
+83	"""
+84		Possibly more data. Use a keywords (depending on agent) and store the data there.
+85	"""
+
    
+
+
+            
    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.
    
+
    
+
+
+                            
    
+                            
    
+                                
    Inherited Members
    
+                                
    
+                                    
    pydantic.main.BaseModel
    
+                                
    BaseModel
    
+                
    model_extra
    
+                
    model_fields_set
    
+                
    model_construct
    
+                
    model_copy
    
+                
    model_dump
    
+                
    model_dump_json
    
+                
    model_json_schema
    
+                
    model_parametrized_name
    
+                
    model_post_init
    
+                
    model_rebuild
    
+                
    model_validate
    
+                
    model_validate_json
    
+                
    model_validate_strings
    
+                
    dict
    
+                
    json
    
+                
    parse_obj
    
+                
    parse_raw
    
+                
    parse_file
    
+                
    from_orm
    
+                
    construct
    
+                
    copy
    
+                
    schema
    
+                
    schema_json
    
+                
    validate
    
+                
    update_forward_refs
    
+
+            
    
+                                
    
+                            
    
+