diff --git a/ums/__init__.py b/ums/__init__.py index 79653d4..1e50858 100644 --- a/ums/__init__.py +++ b/ums/__init__.py @@ -16,12 +16,13 @@ The package `ums` contains the Agenten-Plattform, the implementations of the age - `ums.agent` - Contains the implementation of an agent for handling requests by the implementations in `src`. + - Check for running single tasks without using management. - `ums.example` - Contains a very simple examples for all types of agents. - See `ums.example.example` - `ums.management` - Contains the implementation of the management. - - Take a look at the web gui of the management! + - Take a look at the web gui of the management, possibly at or - `ums.utils` - Contains various utilities. - `ums.utils.const.SHARE_PATH` The path for shared files between all agents diff --git a/ums/agent/__init__.py b/ums/agent/__init__.py index 918a4b1..ed9a178 100644 --- a/ums/agent/__init__.py +++ b/ums/agent/__init__.py @@ -8,6 +8,41 @@ # source code released under the terms of GNU Public License Version 3 # https://www.gnu.org/licenses/gpl-3.0.txt +""" + +## Run as Agent + +The env. variable `AGENTS_LIST` is used to identify the agents classes/ task handlers. +It must contain he the package name and a variable name in this package divided by `:`. +Then, the variable contains a list of agent classes (subclasses of `ums.agent.agent.BasicAgent`) + +For example `AGENTS_LIST=ums.example.example:AGENT_CLASSES`, then in file `./ums/example/example.py` a variable `AGENT_CLASSES` exists. +One line in this file, e.g., is `AGENT_CLASSES = [MyExtractAudioAgent, MyExtractImageAgent]`. + +When starting the Docker container of the agent, the classes specified in `AGENTS_LIST` are loaded and if the agent receives a task, the task is sent to the agent classes' `handle` methods. + +## Run Single Task + +For development it might be cumbersome to always require a running management container and sending messages. +Hence, tasks can be run manually from the terminal (still in the container and using the agent classes), but without having a management. + +This also uses the `AGENTS_LIST` env. variable, but the tasks are sent via command line: + +There are three ways to send a task (if the agent's Docker container is running): +- `docker compose exec agent_all python -m ums.agent -d` + - Run a dummy task + - Possibly `agent_all` needs to be changed to the service name (see `docker-compose.yml`) of the agent's Docker container +- `cat ./msg.json | docker compose exec -T agent_all python -m ums.agent -i` + - Send the task (json of `AgentMessage`) via STDIN from file `./msg.json` to the agent +- `docker compose exec agent_all python -m ums.agent -f msg.json` + - Get the task from the json file, the files are searched for by full name, in the shared, and the persistent directory. + +If the Agent's Docker container is not running, a temporary container can be started. +For the dummy message, the command would be `docker compose run --rm --entrypoint "" agent_all python -m ums.agent -d`. +(Again, change `agent_all` for the service name in `docker-compose.yml`.) + +""" + from ums.agent.agent import ( AgentCapability, BasicAgent, diff --git a/ums/agent/__main__.py b/ums/agent/__main__.py new file mode 100644 index 0000000..733c3f1 --- /dev/null +++ b/ums/agent/__main__.py @@ -0,0 +1,65 @@ +# Agenten Plattform +# +# (c) 2024 Magnus Bender +# Institute of Humanities-Centered Artificial Intelligence (CHAI) +# Universitaet Hamburg +# https://www.chai.uni-hamburg.de/~bender +# +# source code released under the terms of GNU Public License Version 3 +# https://www.gnu.org/licenses/gpl-3.0.txt + + +import argparse, sys, os, json + +from ums.agent.process import MessageProcessor +from ums.utils import AgentMessage, Riddle, SHARE_PATH, PERSIST_PATH + +class _FakeBackgroundTask(): + def add_task(self, call, *args): + call(*args) + +if __name__ == "__main__": + + parser = argparse.ArgumentParser(description='Agenten Plattform – Run Single Task') + parser.add_argument('-f', '--file', help="fetch the message (riddle) from this json file") + parser.add_argument('-d', '--dummy', help="use a dummy message (riddle)", action="store_true") + parser.add_argument('-i', '--stdin', help="get the message (riddle) from STDIN", action="store_true") + + args = parser.parse_args() + message = None + + if args.dummy: + message = AgentMessage( + id="dummy", + riddle=Riddle(context="Its a dummy.", question="No question!") + ) + message.status.extract.required = False + elif args.stdin: + text = ''.join(sys.stdin.readlines()) + message = AgentMessage.model_validate_json(text) + elif args.file: + if os.path.isfile(args.file): + f_name = args.file + elif os.path.isfile(os.path.join(SHARE_PATH, args.file)): + f_name = os.path.join(SHARE_PATH, args.file) + elif os.path.isfile(os.path.join(PERSIST_PATH, args.file)): + f_name = os.path.join(PERSIST_PATH, args.file) + else: + print() + print(f"\tFile {args.file} not found!") + print() + f_name = None + + if not f_name is None: + message = AgentMessage.model_validate( + json.load(open(f_name, 'r')) + ) + + if message is None: + parser.print_help() + else: + mp = MessageProcessor(disable_messages=True) + response = mp.new_message(message, _FakeBackgroundTask()) + + print("\tResponse:") + print(response.model_dump_json(indent=2)) \ No newline at end of file diff --git a/ums/agent/process.py b/ums/agent/process.py index 1930dc9..e5566a5 100644 --- a/ums/agent/process.py +++ b/ums/agent/process.py @@ -22,8 +22,9 @@ class MessageProcessor(): MANAGEMENT_URL = os.environ.get('MANAGEMENT_URL', 'http://127.0.0.1:80').strip().strip('/') AGENTS_LIST = os.environ.get('AGENTS_LIST', 'ums.example.example:AGENT_CLASSES').strip() - def __init__(self): + def __init__(self, disable_messages:bool=False): self.counts = 0 + self.disable_messages = disable_messages module_name, var_name = self.AGENTS_LIST.split(':') agents_module = importlib.import_module(module_name) @@ -82,14 +83,18 @@ class MessageProcessor(): ) def _send_message(self, message:AgentMessage) -> bool: - r = requests.post( - "{}/message".format(self.MANAGEMENT_URL), - data=message.model_dump_json(), - headers={"accept" : "application/json", "content-type" : "application/json"} - ) + if not self.disable_messages: + r = requests.post( + "{}/message".format(self.MANAGEMENT_URL), + data=message.model_dump_json(), + headers={"accept" : "application/json", "content-type" : "application/json"} + ) - if r.status_code == 200: - return True + if r.status_code == 200: + return True + else: + logger.warning(f"Error sending message to management! {(r.text, r.headers)}") + return False else: - logger.warning(f"Error sending message to management! {(r.text, r.headers)}") - return False \ No newline at end of file + print("\tMessages disabled: Requested to send message to management:") + print(message.model_dump_json(indent=2)) \ No newline at end of file diff --git a/web/public/docs/search.js b/web/public/docs/search.js index a6408dd..55cc313 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
    • \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
    • Contains the implementation of the management.
      • \n
    • Take a look at the web gui of the 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": "

\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.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.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 0x1027353a0>), WrapValidator(func=<function _ignore_file_missing at 0x102a59800>, 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 0x1027353a0>), WrapValidator(func=<function _ignore_file_missing at 0x102a59800>, 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

\n", "annotation": ": bool | None"}}, "docInfo": {"ums": {"qualname": 0, "fullname": 1, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 273}, "ums.agent": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "ums.agent.agent": {"qualname": 0, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "ums.agent.agent.AgentCapability": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 11}, "ums.agent.agent.AgentCapability.EXTRACT": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 9, "signature": 0, "bases": 0, "doc": 3}, "ums.agent.agent.AgentCapability.SOLVE": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 9, "signature": 0, "bases": 0, "doc": 3}, "ums.agent.agent.AgentCapability.GATEKEEPER": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 9, "signature": 0, "bases": 0, 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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.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).

\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

\n", "annotation": ": bool | None"}}, "docInfo": {"ums": {"qualname": 0, "fullname": 1, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 297}, "ums.agent": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 429}, "ums.agent.agent": {"qualname": 0, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "ums.agent.agent.AgentCapability": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 11}, "ums.agent.agent.AgentCapability.EXTRACT": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 9, "signature": 0, "bases": 0, "doc": 3}, "ums.agent.agent.AgentCapability.SOLVE": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 9, "signature": 0, "bases": 0, "doc": 3}, "ums.agent.agent.AgentCapability.GATEKEEPER": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 9, "signature": 0, "bases": 0, 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  • ums.agent
    • Contains the implementation of an agent for handling requests by the implementations in src.
      • +
    • Check for running single tasks without using management.
  • ums.example
      @@ -66,7 +67,7 @@ ums
    • ums.management
    • ums.utils
        @@ -102,21 +103,22 @@ ums 16 17- `ums.agent` 18 - Contains the implementation of an agent for handling requests by the implementations in `src`. -19- `ums.example` -20 - Contains a very simple examples for all types of agents. -21 - See `ums.example.example` -22- `ums.management` -23 - Contains the implementation of the management. -24 - Take a look at the web gui of the management! -25- `ums.utils` -26 - Contains various utilities. -27 - `ums.utils.const.SHARE_PATH` The path for shared files between all agents -28 - `ums.utils.const.PERSIST_PATH` The path to store persistent data of an agent -29 - `ums.utils.request.ManagementRequest` Run request to the management (only necessary in special cases, most requests done automatically by platform) -30 - `ums.utils.schema` The schema (types) used in the files storing extracted data from plain data -31 - `ums.utils.types` The types used in the communication between agent and management -32 -33""" +19 - Check for running single tasks without using management. +20- `ums.example` +21 - Contains a very simple examples for all types of agents. +22 - See `ums.example.example` +23- `ums.management` +24 - Contains the implementation of the management. +25 - Take a look at the web gui of the management, possibly at <http://localhost:8080/> or <http://localhost:8000/> +26- `ums.utils` +27 - Contains various utilities. +28 - `ums.utils.const.SHARE_PATH` The path for shared files between all agents +29 - `ums.utils.const.PERSIST_PATH` The path to store persistent data of an agent +30 - `ums.utils.request.ManagementRequest` Run request to the management (only necessary in special cases, most requests done automatically by platform) +31 - `ums.utils.schema` The schema (types) used in the files storing extracted data from plain data +32 - `ums.utils.types` The types used in the communication between agent and management +33 +34""" diff --git a/web/public/docs/ums/agent.html b/web/public/docs/ums/agent.html index 27ffa06..9de98cc 100644 --- a/web/public/docs/ums/agent.html +++ b/web/public/docs/ums/agent.html @@ -28,6 +28,12 @@ +

        Contents

        + +

        Submodules

          @@ -50,7 +56,47 @@

          ums.agent

          - +

          Run as Agent

          + +

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

          + +

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

          + +

          When starting the Docker container of the agent, the classes specified in AGENTS_LIST are loaded and if the agent receives a task, the task is sent to the agent classes' handle methods.

          + +

          Run Single Task

          + +

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

          + +

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

          + +

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

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

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

          +
          + @@ -65,14 +111,49 @@ 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 ums.agent.agent import ( -12 AgentCapability, -13 BasicAgent, -14 ExtractAgent, -15 ExtractAudioAgent, ExtractImageAgent, ExtractTextAgent, -16 SolveAgent, -17 GatekeeperAgent -18) +11""" +12 +13## Run as Agent +14 +15The env. variable `AGENTS_LIST` is used to identify the agents classes/ task handlers. +16It must contain he the package name and a variable name in this package divided by `:`. +17Then, the variable contains a list of agent classes (subclasses of `ums.agent.agent.BasicAgent`) +18 +19For example `AGENTS_LIST=ums.example.example:AGENT_CLASSES`, then in file `./ums/example/example.py` a variable `AGENT_CLASSES` exists. +20One line in this file, e.g., is `AGENT_CLASSES = [MyExtractAudioAgent, MyExtractImageAgent]`. +21 +22When 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. +23 +24## Run Single Task +25 +26For development it might be cumbersome to always require a running management container and sending messages. +27Hence, tasks can be run manually from the terminal (still in the container and using the agent classes), but without having a management. +28 +29This also uses the `AGENTS_LIST` env. variable, but the tasks are sent via command line: +30 +31There are three ways to send a task (if the agent's Docker container is running): +32- `docker compose exec agent_all python -m ums.agent -d` +33 - Run a dummy task +34 - Possibly `agent_all` needs to be changed to the service name (see `docker-compose.yml`) of the agent's Docker container +35- `cat ./msg.json | docker compose exec -T agent_all python -m ums.agent -i` +36 - Send the task (json of `AgentMessage`) via STDIN from file `./msg.json` to the agent +37- `docker compose exec agent_all python -m ums.agent -f msg.json` +38 - Get the task from the json file, the files are searched for by full name, in the shared, and the persistent directory. +39 +40If the Agent's Docker container is not running, a temporary container can be started. +41For the dummy message, the command would be `docker compose run --rm --entrypoint "" agent_all python -m ums.agent -d`. +42(Again, change `agent_all` for the service name in `docker-compose.yml`.) +43 +44""" +45 +46from ums.agent.agent import ( +47 AgentCapability, +48 BasicAgent, +49 ExtractAgent, +50 ExtractAudioAgent, ExtractImageAgent, ExtractTextAgent, +51 SolveAgent, +52 GatekeeperAgent +53) diff --git a/web/public/docs/ums/agent/process.html b/web/public/docs/ums/agent/process.html index f68af44..9e5fbd6 100644 --- a/web/public/docs/ums/agent/process.html +++ b/web/public/docs/ums/agent/process.html @@ -35,6 +35,9 @@
        • MessageProcessor
            +
          • + MessageProcessor +
          • MANAGEMENT_URL
            • @@ -44,6 +47,9 @@
          • counts
            • +
          • + disable_messages +
          • agent_classes
            • @@ -83,101 +89,106 @@ - 
             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 os, importlib
-12from typing import List
-13
-14import requests
-15from fastapi import BackgroundTasks
-16
-17from ums.agent.agent import BasicAgent, AgentCapability, ExtractAgent, SolveAgent, GatekeeperAgent
-18from ums.utils import AgentMessage, AgentResponse, logger
-19
-20class MessageProcessor():
-21
-22	MANAGEMENT_URL = os.environ.get('MANAGEMENT_URL', 'http://127.0.0.1:80').strip().strip('/')
-23	AGENTS_LIST = os.environ.get('AGENTS_LIST', 'ums.example.example:AGENT_CLASSES').strip()
-24
-25	def __init__(self):
-26		self.counts = 0
-27
-28		module_name, var_name = self.AGENTS_LIST.split(':')
-29		agents_module = importlib.import_module(module_name)
-30
-31		self.agent_classes:List[BasicAgent] = getattr(agents_module, var_name)
-32		self.extract_agents:List[ExtractAgent] = list(filter(
-33			lambda ac: ac.agent_capability() == AgentCapability.EXTRACT,
-34			self.agent_classes
-35		))
-36		self.solve_agents:List[SolveAgent] = list(filter(
-37			lambda ac: ac.agent_capability() == AgentCapability.SOLVE,
-38			self.agent_classes
-39		))
-40		self.gatekeeper_agents:List[GatekeeperAgent] = list(filter(
-41			lambda ac: ac.agent_capability() == AgentCapability.GATEKEEPER,
-42			self.agent_classes
-43		))
-44
-45	def new_message(self, message:AgentMessage, background_tasks: BackgroundTasks) -> AgentResponse:
-46		enqueued = False
-47
-48		if message.status.extract.required and not message.status.extract.finished:
-49			# send to extract agents
-50			if len(self.extract_agents) > 0:
-51				data_types = set( d.type for d in message.data )
-52				for ac in self.extract_agents:
-53					if ac.extract_type() in data_types: 
-54						background_tasks.add_task(ac, message, self._send_message)
-55						enqueued = True
-56
-57		elif message.status.solve.required and not message.status.solve.finished:
-58			# send to solve agents
-59			if len(self.solve_agents) > 0:
-60				for sa in self.solve_agents:
-61					background_tasks.add_task(sa, message, self._send_message)
-62					enqueued = True
-63			
-64		elif message.status.validate.required and not message.status.validate.finished:
-65			# send to solve agents
-66			if len(self.gatekeeper_agents) > 0:
-67				for ga in self.gatekeeper_agents:
-68					background_tasks.add_task(ga, message, self._send_message)
-69					enqueued = True
-70
-71		logger.debug(
-72			("Added to queue" if enqueued else "No agent found to queue message.") +
-73			f"ID: {message.id} Count: {self.counts}"
-74		)
-75
-76		self.counts += 1
-77		return AgentResponse(
-78			count=self.counts-1,
-79			msg="Added to queue" if enqueued else "",
-80			error=not enqueued,
-81			error_msg=None if enqueued else "No agent found to queue message."
-82		)
-83
-84	def _send_message(self, message:AgentMessage) -> bool:
-85		r = requests.post(
-86			"{}/message".format(self.MANAGEMENT_URL),
-87			data=message.model_dump_json(),
-88			headers={"accept" : "application/json", "content-type" : "application/json"}
-89		)
-90
-91		if r.status_code == 200:
-92			return True
-93		else:
-94			logger.warning(f"Error sending message to management! {(r.text, r.headers)}")
-95			return False
+                        
              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 os, importlib
+ 12from typing import List
+ 13
+ 14import requests
+ 15from fastapi import BackgroundTasks
+ 16
+ 17from ums.agent.agent import BasicAgent, AgentCapability, ExtractAgent, SolveAgent, GatekeeperAgent
+ 18from ums.utils import AgentMessage, AgentResponse, logger
+ 19
+ 20class MessageProcessor():
+ 21
+ 22	MANAGEMENT_URL = os.environ.get('MANAGEMENT_URL', 'http://127.0.0.1:80').strip().strip('/')
+ 23	AGENTS_LIST = os.environ.get('AGENTS_LIST', 'ums.example.example:AGENT_CLASSES').strip()
+ 24
+ 25	def __init__(self, disable_messages:bool=False):
+ 26		self.counts = 0
+ 27		self.disable_messages = disable_messages
+ 28
+ 29		module_name, var_name = self.AGENTS_LIST.split(':')
+ 30		agents_module = importlib.import_module(module_name)
+ 31
+ 32		self.agent_classes:List[BasicAgent] = getattr(agents_module, var_name)
+ 33		self.extract_agents:List[ExtractAgent] = list(filter(
+ 34			lambda ac: ac.agent_capability() == AgentCapability.EXTRACT,
+ 35			self.agent_classes
+ 36		))
+ 37		self.solve_agents:List[SolveAgent] = list(filter(
+ 38			lambda ac: ac.agent_capability() == AgentCapability.SOLVE,
+ 39			self.agent_classes
+ 40		))
+ 41		self.gatekeeper_agents:List[GatekeeperAgent] = list(filter(
+ 42			lambda ac: ac.agent_capability() == AgentCapability.GATEKEEPER,
+ 43			self.agent_classes
+ 44		))
+ 45
+ 46	def new_message(self, message:AgentMessage, background_tasks: BackgroundTasks) -> AgentResponse:
+ 47		enqueued = False
+ 48
+ 49		if message.status.extract.required and not message.status.extract.finished:
+ 50			# send to extract agents
+ 51			if len(self.extract_agents) > 0:
+ 52				data_types = set( d.type for d in message.data )
+ 53				for ac in self.extract_agents:
+ 54					if ac.extract_type() in data_types: 
+ 55						background_tasks.add_task(ac, message, self._send_message)
+ 56						enqueued = True
+ 57
+ 58		elif message.status.solve.required and not message.status.solve.finished:
+ 59			# send to solve agents
+ 60			if len(self.solve_agents) > 0:
+ 61				for sa in self.solve_agents:
+ 62					background_tasks.add_task(sa, message, self._send_message)
+ 63					enqueued = True
+ 64			
+ 65		elif message.status.validate.required and not message.status.validate.finished:
+ 66			# send to solve agents
+ 67			if len(self.gatekeeper_agents) > 0:
+ 68				for ga in self.gatekeeper_agents:
+ 69					background_tasks.add_task(ga, message, self._send_message)
+ 70					enqueued = True
+ 71
+ 72		logger.debug(
+ 73			("Added to queue" if enqueued else "No agent found to queue message.") +
+ 74			f"ID: {message.id} Count: {self.counts}"
+ 75		)
+ 76
+ 77		self.counts += 1
+ 78		return AgentResponse(
+ 79			count=self.counts-1,
+ 80			msg="Added to queue" if enqueued else "",
+ 81			error=not enqueued,
+ 82			error_msg=None if enqueued else "No agent found to queue message."
+ 83		)
+ 84
+ 85	def _send_message(self, message:AgentMessage) -> bool:
+ 86		if not self.disable_messages:
+ 87			r = requests.post(
+ 88				"{}/message".format(self.MANAGEMENT_URL),
+ 89				data=message.model_dump_json(),
+ 90				headers={"accept" : "application/json", "content-type" : "application/json"}
+ 91			)
+ 92
+ 93			if r.status_code == 200:
+ 94				return True
+ 95			else:
+ 96				logger.warning(f"Error sending message to management! {(r.text, r.headers)}")
+ 97				return False
+ 98		else:
+ 99			print("\tMessages disabled: Requested to send message to management:")
+100			print(message.model_dump_json(indent=2))
 
            
 
 
@@ -193,87 +204,128 @@
            - 
            21class MessageProcessor():
-22
-23	MANAGEMENT_URL = os.environ.get('MANAGEMENT_URL', 'http://127.0.0.1:80').strip().strip('/')
-24	AGENTS_LIST = os.environ.get('AGENTS_LIST', 'ums.example.example:AGENT_CLASSES').strip()
-25
-26	def __init__(self):
-27		self.counts = 0
-28
-29		module_name, var_name = self.AGENTS_LIST.split(':')
-30		agents_module = importlib.import_module(module_name)
-31
-32		self.agent_classes:List[BasicAgent] = getattr(agents_module, var_name)
-33		self.extract_agents:List[ExtractAgent] = list(filter(
-34			lambda ac: ac.agent_capability() == AgentCapability.EXTRACT,
-35			self.agent_classes
-36		))
-37		self.solve_agents:List[SolveAgent] = list(filter(
-38			lambda ac: ac.agent_capability() == AgentCapability.SOLVE,
-39			self.agent_classes
-40		))
-41		self.gatekeeper_agents:List[GatekeeperAgent] = list(filter(
-42			lambda ac: ac.agent_capability() == AgentCapability.GATEKEEPER,
-43			self.agent_classes
-44		))
-45
-46	def new_message(self, message:AgentMessage, background_tasks: BackgroundTasks) -> AgentResponse:
-47		enqueued = False
-48
-49		if message.status.extract.required and not message.status.extract.finished:
-50			# send to extract agents
-51			if len(self.extract_agents) > 0:
-52				data_types = set( d.type for d in message.data )
-53				for ac in self.extract_agents:
-54					if ac.extract_type() in data_types: 
-55						background_tasks.add_task(ac, message, self._send_message)
-56						enqueued = True
-57
-58		elif message.status.solve.required and not message.status.solve.finished:
-59			# send to solve agents
-60			if len(self.solve_agents) > 0:
-61				for sa in self.solve_agents:
-62					background_tasks.add_task(sa, message, self._send_message)
-63					enqueued = True
-64			
-65		elif message.status.validate.required and not message.status.validate.finished:
-66			# send to solve agents
-67			if len(self.gatekeeper_agents) > 0:
-68				for ga in self.gatekeeper_agents:
-69					background_tasks.add_task(ga, message, self._send_message)
-70					enqueued = True
-71
-72		logger.debug(
-73			("Added to queue" if enqueued else "No agent found to queue message.") +
-74			f"ID: {message.id} Count: {self.counts}"
-75		)
-76
-77		self.counts += 1
-78		return AgentResponse(
-79			count=self.counts-1,
-80			msg="Added to queue" if enqueued else "",
-81			error=not enqueued,
-82			error_msg=None if enqueued else "No agent found to queue message."
-83		)
-84
-85	def _send_message(self, message:AgentMessage) -> bool:
-86		r = requests.post(
-87			"{}/message".format(self.MANAGEMENT_URL),
-88			data=message.model_dump_json(),
-89			headers={"accept" : "application/json", "content-type" : "application/json"}
-90		)
-91
-92		if r.status_code == 200:
-93			return True
-94		else:
-95			logger.warning(f"Error sending message to management! {(r.text, r.headers)}")
-96			return False
+            
             21class MessageProcessor():
+ 22
+ 23	MANAGEMENT_URL = os.environ.get('MANAGEMENT_URL', 'http://127.0.0.1:80').strip().strip('/')
+ 24	AGENTS_LIST = os.environ.get('AGENTS_LIST', 'ums.example.example:AGENT_CLASSES').strip()
+ 25
+ 26	def __init__(self, disable_messages:bool=False):
+ 27		self.counts = 0
+ 28		self.disable_messages = disable_messages
+ 29
+ 30		module_name, var_name = self.AGENTS_LIST.split(':')
+ 31		agents_module = importlib.import_module(module_name)
+ 32
+ 33		self.agent_classes:List[BasicAgent] = getattr(agents_module, var_name)
+ 34		self.extract_agents:List[ExtractAgent] = list(filter(
+ 35			lambda ac: ac.agent_capability() == AgentCapability.EXTRACT,
+ 36			self.agent_classes
+ 37		))
+ 38		self.solve_agents:List[SolveAgent] = list(filter(
+ 39			lambda ac: ac.agent_capability() == AgentCapability.SOLVE,
+ 40			self.agent_classes
+ 41		))
+ 42		self.gatekeeper_agents:List[GatekeeperAgent] = list(filter(
+ 43			lambda ac: ac.agent_capability() == AgentCapability.GATEKEEPER,
+ 44			self.agent_classes
+ 45		))
+ 46
+ 47	def new_message(self, message:AgentMessage, background_tasks: BackgroundTasks) -> AgentResponse:
+ 48		enqueued = False
+ 49
+ 50		if message.status.extract.required and not message.status.extract.finished:
+ 51			# send to extract agents
+ 52			if len(self.extract_agents) > 0:
+ 53				data_types = set( d.type for d in message.data )
+ 54				for ac in self.extract_agents:
+ 55					if ac.extract_type() in data_types: 
+ 56						background_tasks.add_task(ac, message, self._send_message)
+ 57						enqueued = True
+ 58
+ 59		elif message.status.solve.required and not message.status.solve.finished:
+ 60			# send to solve agents
+ 61			if len(self.solve_agents) > 0:
+ 62				for sa in self.solve_agents:
+ 63					background_tasks.add_task(sa, message, self._send_message)
+ 64					enqueued = True
+ 65			
+ 66		elif message.status.validate.required and not message.status.validate.finished:
+ 67			# send to solve agents
+ 68			if len(self.gatekeeper_agents) > 0:
+ 69				for ga in self.gatekeeper_agents:
+ 70					background_tasks.add_task(ga, message, self._send_message)
+ 71					enqueued = True
+ 72
+ 73		logger.debug(
+ 74			("Added to queue" if enqueued else "No agent found to queue message.") +
+ 75			f"ID: {message.id} Count: {self.counts}"
+ 76		)
+ 77
+ 78		self.counts += 1
+ 79		return AgentResponse(
+ 80			count=self.counts-1,
+ 81			msg="Added to queue" if enqueued else "",
+ 82			error=not enqueued,
+ 83			error_msg=None if enqueued else "No agent found to queue message."
+ 84		)
+ 85
+ 86	def _send_message(self, message:AgentMessage) -> bool:
+ 87		if not self.disable_messages:
+ 88			r = requests.post(
+ 89				"{}/message".format(self.MANAGEMENT_URL),
+ 90				data=message.model_dump_json(),
+ 91				headers={"accept" : "application/json", "content-type" : "application/json"}
+ 92			)
+ 93
+ 94			if r.status_code == 200:
+ 95				return True
+ 96			else:
+ 97				logger.warning(f"Error sending message to management! {(r.text, r.headers)}")
+ 98				return False
+ 99		else:
+100			print("\tMessages disabled: Requested to send message to management:")
+101			print(message.model_dump_json(indent=2))
 
            
 
 
     
 
+                            
            
+                                        
+
            
+            
+        MessageProcessor(disable_messages: bool = False)
+
+                
+
+    
            
+    
+            
            26	def __init__(self, disable_messages:bool=False):
+27		self.counts = 0
+28		self.disable_messages = disable_messages
+29
+30		module_name, var_name = self.AGENTS_LIST.split(':')
+31		agents_module = importlib.import_module(module_name)
+32
+33		self.agent_classes:List[BasicAgent] = getattr(agents_module, var_name)
+34		self.extract_agents:List[ExtractAgent] = list(filter(
+35			lambda ac: ac.agent_capability() == AgentCapability.EXTRACT,
+36			self.agent_classes
+37		))
+38		self.solve_agents:List[SolveAgent] = list(filter(
+39			lambda ac: ac.agent_capability() == AgentCapability.SOLVE,
+40			self.agent_classes
+41		))
+42		self.gatekeeper_agents:List[GatekeeperAgent] = list(filter(
+43			lambda ac: ac.agent_capability() == AgentCapability.GATEKEEPER,
+44			self.agent_classes
+45		))
+
            
+
+
+    
+
+                            
            
                             
            
                                 
            
             MANAGEMENT_URL        =
@@ -308,6 +360,17 @@
     
     
 
+                            
            
+                            
            
+                                
            
+            disable_messages
+
+        
+    
            
+    
+    
+    
+
                             
            
                             
            
                                 
            
@@ -364,44 +427,44 @@
 
     
            
     
-            
            46	def new_message(self, message:AgentMessage, background_tasks: BackgroundTasks) -> AgentResponse:
-47		enqueued = False
-48
-49		if message.status.extract.required and not message.status.extract.finished:
-50			# send to extract agents
-51			if len(self.extract_agents) > 0:
-52				data_types = set( d.type for d in message.data )
-53				for ac in self.extract_agents:
-54					if ac.extract_type() in data_types: 
-55						background_tasks.add_task(ac, message, self._send_message)
-56						enqueued = True
-57
-58		elif message.status.solve.required and not message.status.solve.finished:
-59			# send to solve agents
-60			if len(self.solve_agents) > 0:
-61				for sa in self.solve_agents:
-62					background_tasks.add_task(sa, message, self._send_message)
-63					enqueued = True
-64			
-65		elif message.status.validate.required and not message.status.validate.finished:
-66			# send to solve agents
-67			if len(self.gatekeeper_agents) > 0:
-68				for ga in self.gatekeeper_agents:
-69					background_tasks.add_task(ga, message, self._send_message)
-70					enqueued = True
-71
-72		logger.debug(
-73			("Added to queue" if enqueued else "No agent found to queue message.") +
-74			f"ID: {message.id} Count: {self.counts}"
-75		)
-76
-77		self.counts += 1
-78		return AgentResponse(
-79			count=self.counts-1,
-80			msg="Added to queue" if enqueued else "",
-81			error=not enqueued,
-82			error_msg=None if enqueued else "No agent found to queue message."
-83		)
+            
            47	def new_message(self, message:AgentMessage, background_tasks: BackgroundTasks) -> AgentResponse:
+48		enqueued = False
+49
+50		if message.status.extract.required and not message.status.extract.finished:
+51			# send to extract agents
+52			if len(self.extract_agents) > 0:
+53				data_types = set( d.type for d in message.data )
+54				for ac in self.extract_agents:
+55					if ac.extract_type() in data_types: 
+56						background_tasks.add_task(ac, message, self._send_message)
+57						enqueued = True
+58
+59		elif message.status.solve.required and not message.status.solve.finished:
+60			# send to solve agents
+61			if len(self.solve_agents) > 0:
+62				for sa in self.solve_agents:
+63					background_tasks.add_task(sa, message, self._send_message)
+64					enqueued = True
+65			
+66		elif message.status.validate.required and not message.status.validate.finished:
+67			# send to solve agents
+68			if len(self.gatekeeper_agents) > 0:
+69				for ga in self.gatekeeper_agents:
+70					background_tasks.add_task(ga, message, self._send_message)
+71					enqueued = True
+72
+73		logger.debug(
+74			("Added to queue" if enqueued else "No agent found to queue message.") +
+75			f"ID: {message.id} Count: {self.counts}"
+76		)
+77
+78		self.counts += 1
+79		return AgentResponse(
+80			count=self.counts-1,
+81			msg="Added to queue" if enqueued else "",
+82			error=not enqueued,
+83			error_msg=None if enqueued else "No agent found to queue message."
+84		)
 
            
 
 
diff --git a/web/public/docs/ums/utils/types.html b/web/public/docs/ums/utils/types.html
index 9aa4ee5..a697f33 100644
--- a/web/public/docs/ums/utils/types.html
+++ b/web/public/docs/ums/utils/types.html
@@ -949,7 +949,7 @@ is set to 'allow'.
                             
            
                             
            
                                 
            
-            file_plain: Annotated[str, AfterValidator(func=<function _check_data_file at 0x1027353a0>), WrapValidator(func=<function _ignore_file_missing at 0x102a59800>, json_schema_input_type=PydanticUndefined)]
+            file_plain: Annotated[str, AfterValidator(func=<function _check_data_file at 0x101d893a0>), WrapValidator(func=<function _ignore_file_missing at 0x1020ad800>, json_schema_input_type=PydanticUndefined)]
 
         
     
            
@@ -965,7 +965,7 @@ The file must exist.
            
                             
            
                             
            
                                 
            
-            file_extracted: Optional[Annotated[str, AfterValidator(func=<function _check_data_file at 0x1027353a0>), WrapValidator(func=<function _ignore_file_missing at 0x102a59800>, json_schema_input_type=PydanticUndefined)]]
+            file_extracted: Optional[Annotated[str, AfterValidator(func=<function _check_data_file at 0x101d893a0>), WrapValidator(func=<function _ignore_file_missing at 0x1020ad800>, json_schema_input_type=PydanticUndefined)]]