From 6ee9bcf342ffb7182bdb296f80e07ab2b73dcd2a Mon Sep 17 00:00:00 2001 From: Josue Santana Date: Sun, 16 Jun 2024 22:21:18 -0400 Subject: [PATCH 1/2] Added the ability for the agent to get user's profile info and search for local services. The later is not working with accuracy yet. --- client/package-lock.json | 1517 +++++++++++++++++++++++++- server/agents/mental_health_agent.py | 1 + 2 files changed, 1498 insertions(+), 20 deletions(-) diff --git a/client/package-lock.json b/client/package-lock.json index 5062006f..f4b75c2d 100644 --- a/client/package-lock.json +++ b/client/package-lock.json @@ -30,6 +30,7 @@ "eslint-plugin-react": "^7.34.1", "eslint-plugin-react-hooks": "^4.6.0", "eslint-plugin-react-refresh": "^0.4.6", + "react-devtools": "^5.2.0", "vite": "^5.2.12" } }, @@ -378,6 +379,27 @@ "node": ">=6.9.0" } }, + "node_modules/@electron/get": { + "version": "2.0.3", + "resolved": "https://registry.npmjs.org/@electron/get/-/get-2.0.3.tgz", + "integrity": "sha512-Qkzpg2s9GnVV2I2BjRksUi43U5e6+zaQMcjoJy0C+C5oxaKl+fmckGDQFtRpZpZV0NQekuZZ+tGz7EA9TVnQtQ==", + "dev": true, + "dependencies": { + "debug": "^4.1.1", + "env-paths": "^2.2.0", + "fs-extra": "^8.1.0", + "got": "^11.8.5", + "progress": "^2.0.3", + "semver": "^6.2.0", + "sumchecker": "^3.0.1" + }, + "engines": { + "node": ">=12" + }, + "optionalDependencies": { + "global-agent": "^3.0.0" + } + }, "node_modules/@emotion/babel-plugin": { "version": "11.11.0", "resolved": "https://registry.npmjs.org/@emotion/babel-plugin/-/babel-plugin-11.11.0.tgz", @@ -1596,6 +1618,30 @@ "win32" ] }, + "node_modules/@sindresorhus/is": { + "version": "4.6.0", + "resolved": "https://registry.npmjs.org/@sindresorhus/is/-/is-4.6.0.tgz", + "integrity": "sha512-t09vSN3MdfsyCHoFcTRCH/iUtG7OJ0CsjzB8cjAmKc/va/kIgeDI/TxsigdncE/4be734m0cvIYwNaV4i2XqAw==", + "dev": true, + "engines": { + "node": ">=10" + }, + "funding": { + "url": "https://github.com/sindresorhus/is?sponsor=1" + } + }, + "node_modules/@szmarczak/http-timer": { + "version": "4.0.6", + "resolved": "https://registry.npmjs.org/@szmarczak/http-timer/-/http-timer-4.0.6.tgz", + "integrity": "sha512-4BAffykYOgO+5nzBWYwE3W90sBgLJoUPRWWcL8wlyiM8IB8ipJz3UMJ9KXQd1RKQXpKp8Tutn80HZtWsu2u76w==", + "dev": true, + 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"https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", diff --git a/server/agents/mental_health_agent.py b/server/agents/mental_health_agent.py index 2c1c608c..4d128d3b 100644 --- a/server/agents/mental_health_agent.py +++ b/server/agents/mental_health_agent.py @@ -382,6 +382,7 @@ def _run(self, message: str, with_history=True, user_id=None, chat_id=None, turn except Exception as e: return f"An error occurred: {str(e)}" + def format_response_addendum(self, analysis_results): patterns = analysis_results['patterns'] response_addendum = "" From f8427d641971de6dd522012b52415378a696d76e Mon Sep 17 00:00:00 2001 From: Josue Santana Date: Sun, 16 Jun 2024 22:22:21 -0400 Subject: [PATCH 2/2] Added Langchain tools. --- client/package.json | 3 +- server/agents/mental_health_agent.py | 49 ++++++++++++++++++++++++---- server/routes/checkIn.py | 35 +++++++++++--------- 3 files changed, 64 insertions(+), 23 deletions(-) diff --git a/client/package.json b/client/package.json index c1ec6ddd..2df14b36 100644 --- a/client/package.json +++ b/client/package.json @@ -4,7 +4,7 @@ "version": "0.1.0", "type": "module", "scripts": { - "dev": "vite --port 3000", + "dev": "vite --port 3000 ", "build": "vite build", "lint": "eslint . --ext js,jsx --report-unused-disable-directives --max-warnings 0", "preview": "vite preview" @@ -32,6 +32,7 @@ "eslint-plugin-react": "^7.34.1", "eslint-plugin-react-hooks": "^4.6.0", "eslint-plugin-react-refresh": "^0.4.6", + "react-devtools": "^5.2.0", "vite": "^5.2.12" } } diff --git a/server/agents/mental_health_agent.py b/server/agents/mental_health_agent.py index 4d128d3b..c83b97d4 100644 --- a/server/agents/mental_health_agent.py +++ b/server/agents/mental_health_agent.py @@ -1,12 +1,17 @@ +import os +import random from datetime import datetime import spacy import json +from bson.objectid import ObjectId + from langchain_core.runnables.history import RunnableWithMessageHistory from langchain.memory import ConversationSummaryMemory from langchain_community.utilities import BingSearchAPIWrapper from langchain_community.tools.tavily_search import TavilySearchResults from langchain.agents import Tool, create_tool_calling_agent, AgentExecutor +from langchain.tools import StructuredTool from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder from langchain_mongodb.chat_message_histories import MongoDBChatMessageHistory from langchain_core.messages import SystemMessage @@ -21,6 +26,10 @@ from models.chat_summary import ChatSummary from models.chat_turn import ChatTurn +from azure.core.credentials import AzureKeyCredential +from azure.maps.search import MapsSearchClient +from azure.maps.search.models import BoundingBox + # Load spaCy model nlp = spacy.load("en_core_web_sm") @@ -91,6 +100,28 @@ def get_agent_with_history(self, agent_executor): return agent_with_history + def get_maps_results(self, query): + client = MapsSearchClient(credential=AzureKeyCredential(os.environ["AZURE_CLIENT_SECRET"])) + + location_name = self.llm.invoke(f"Extract the location from this query. Return nothing else. ```{query}```").content + location_obj = client.search_address(f"{location_name}").results[0].additional_properties["boundingBox"] + location_bbox:BoundingBox = BoundingBox( + west=location_obj["topLeftPoint"]["lon"], + north=location_obj["topLeftPoint"]["lat"], + east=location_obj["btmRightPoint"]["lon"], + south=location_obj["btmRightPoint"]["lat"], + ) + + results = client.fuzzy_search(query=query, bounding_box=location_bbox).results + + agent_results = [{"name": result.point_of_interest.name, + "phone": result.point_of_interest.phone, + "address": result.address.freeform_address} for result in results] + + trunc_agent_results = random.sample(agent_results, 3) + + return json.dumps(trunc_agent_results, default=str) + def prepare_tools(self): # search = BingSearchAPIWrapper(k=5) @@ -112,6 +143,12 @@ def prepare_tools(self): description="Searches for facts about the agent itself." ), # Tool( + # name="get_maps_results", + # func=lambda q: self.get_maps_results(q), + # description="Look for places offering mental health services in a map based on a query." + # ), + StructuredTool.from_function(self.get_user_profile_by_user_id) + # Tool( # name = "vector_search_user_journeys", # func = user_profiles_retriever_chain.invoke, # description = "Searches a user's profile for personal information." @@ -145,7 +182,7 @@ def prepare_tools(self): def get_agent_executor(self, prompt): tools = self.prepare_tools() agent = create_tool_calling_agent(self.llm, tools, prompt) - agent_executor = AgentExecutor(agent=agent, tools=tools, verbose=True) + agent_executor = AgentExecutor(agent=agent, tools=tools, verbose=True, handle_parsing_errors=True) return agent_executor @@ -158,11 +195,10 @@ def run(self, message: str, with_history=True, user_id=None, chat_id=None, turn_ # TODO: throw error if user_id, chat_id is set to None. session_id = f"{user_id}-{chat_id}" - agent_with_history = self.get_agent_with_history(self.agent_executor) invocation = agent_with_history.invoke( - {"input": message, "agent_scratchpad": []}, + {"input": f"{message}\nuser_id:{user_id}", "agent_scratchpad": []}, config={"configurable": {"session_id": session_id}} ) @@ -462,12 +498,13 @@ def get_initial_greeting(self, user_id): def get_user_profile_by_user_id(self, user_id: str) -> str: """ - Retrieves a user journey by the user's ID. + Retrieves a user's profile information by the user's ID to be used when brought up in conversation. + Includes age, name and location. """ - doc = self.db["users"].find_one({"user_id": user_id}) + doc = self.db["users"].find_one({"_id": ObjectId(user_id)}) if "contentVector" in doc: del doc["contentVector"] - return json.dumps(doc) + return json.dumps(doc, default=str) def get_user_journey_by_user_id(self, user_id: str) -> str: """ diff --git a/server/routes/checkIn.py b/server/routes/checkIn.py index c4f2ee07..d5c5d2e9 100644 --- a/server/routes/checkIn.py +++ b/server/routes/checkIn.py @@ -14,34 +14,35 @@ db_client = MongoDBClient.get_client() db = db_client[MongoDBClient.get_db_name()] -checkIn_routes = Blueprint("checkIN", __name__) +checkIn_routes = Blueprint("checkIn", __name__) @checkIn_routes.post('/checkIn/schedule') def schedule_check_in(): try: # Parse and validate the request data using Pydantic model data = request.get_json() - check_in_time=datetime.fromisoformat(data['check_in_time']) + check_in_time = datetime.fromisoformat(data['check_in_time']) check_in_date = datetime.fromisoformat(data['check_in_time']).date() - if CheckIn.count_user_check_ins(db,data['user_id'], check_in_date) >= 5: + if CheckIn.count_user_check_ins(db, data['user_id'], check_in_date) >= 5: return jsonify({'message': 'Limit of 5 check-ins per day exceeded'}), 403 if not CheckIn.validate_check_in_time(db, data['user_id'], check_in_time): - return jsonify({'error': 'Check-in time conflicts with an existing schedule'}), 409 - + return jsonify({'error': 'Check-in time conflicts with an existing schedule'}), 409 + check_in = CheckIn( user_id=data['user_id'], check_in_time=check_in_time, frequency=Frequency(data['frequency']), notify=data.get('notify', False) ) - - # Convert Pydantic model to dictionary for MongoDB + + # Convert Pydantic model to dictionary for MongoDB check_in_dict = check_in.dict() - check_in_dict['check_in_time'] = check_in.check_in_time # Ensure datetime is handled correctly + # Ensure datetime is handled correctly + check_in_dict['check_in_time'] = check_in.check_in_time - # Insert the new check-in into MongoDB + # Insert the new check-in into MongoDB result = db.check_ins.insert_one(check_in_dict) return jsonify({'message': 'Check-in scheduled successfully', 'check_in_id': str(result.inserted_id)}), 201 @@ -49,7 +50,8 @@ def schedule_check_in(): return jsonify({'error': 'Data validation error', 'details': str(e)}), 400 except Exception as e: return jsonify({'error': str(e)}), 500 - + + @checkIn_routes.patch('/checkIn/update/') def update_check_in(check_in_id): data = request.get_json() @@ -61,14 +63,14 @@ def update_check_in(check_in_id): if not CheckIn.validate_check_in_time(db, data['user_id'], new_check_in_time): return jsonify({'error': 'Check-in time conflicts with an existing schedule'}), 409 - + if 'frequency' in data: # Use the Frequency enum to ensure the frequency is valid try: updated_data['frequency'] = Frequency(data['frequency']).value except ValueError: return jsonify({'error': 'Invalid frequency value'}), 400 - + update_result = db.check_ins.find_one_and_update( {'_id': ObjectId(check_in_id)}, {'$set': updated_data}, @@ -78,14 +80,15 @@ def update_check_in(check_in_id): return jsonify({'message': 'Check-in updated successfully'}), 200 else: return jsonify({'message': 'No check-in found with provided ID or no update needed'}), 404 - + except ValidationError as e: return jsonify({'error': 'Data validation error', 'details': str(e)}), 400 except InvalidId: return jsonify({'error': 'Invalid check-in ID'}), 400 except Exception as e: return jsonify({'error': str(e)}), 500 - + + @checkIn_routes.get('/checkIn/missed') def check_missed_check_ins(): user_id = request.args.get('user_id') @@ -98,10 +101,10 @@ def check_missed_check_ins(): if missed_check_ins.count() > 0: db.check_ins.update_many( - {'user_id': user_id, 'check_in_time': {'$lt': now}, 'status': 'upcoming'}, + {'user_id': user_id, 'check_in_time': { + '$lt': now}, 'status': 'upcoming'}, {'$set': {'status': 'missed'}} ) return jsonify({'message': 'You have missed check-ins, would you like to complete them now?', 'missed': list(missed_check_ins)}), 200 else: return jsonify({'message': 'No missed check-ins'}), 200 -