Complete implementation: REST API, MCP server, and documentation
Implementation Summary:
- REST API with FastAPI (complete CRUD operations)
- MCP Server with Python MCP SDK (7 tools)
- Supabase migrations (pgvector setup)
- Docker Compose orchestration
- Mintlify documentation site
- Environment configuration
- Shared config module
REST API Features:
- POST /v1/memories/ - Add memory
- GET /v1/memories/search - Semantic search
- GET /v1/memories/{id} - Get memory
- GET /v1/memories/user/{user_id} - User memories
- PATCH /v1/memories/{id} - Update memory
- DELETE /v1/memories/{id} - Delete memory
- GET /v1/health - Health check
- GET /v1/stats - Statistics
- Bearer token authentication
- OpenAPI documentation
MCP Server Tools:
- add_memory - Add from messages
- search_memories - Semantic search
- get_memory - Retrieve by ID
- get_all_memories - List all
- update_memory - Update content
- delete_memory - Delete by ID
- delete_all_memories - Bulk delete
Infrastructure:
- Neo4j 5.26 with APOC/GDS
- Supabase pgvector integration
- Docker network: localai
- Health checks and monitoring
- Structured logging
Documentation:
- Introduction page
- Quickstart guide
- Architecture deep dive
- Mintlify configuration
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
Claude Code
377
api/routes.py
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377
api/routes.py
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"""
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API routes for T6 Mem0 v2 REST API
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"""
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import logging
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from typing import List
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from datetime import datetime
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from fastapi import APIRouter, Depends, HTTPException, status, Query
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from fastapi.responses import JSONResponse
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from api.auth import verify_api_key
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from api.models import (
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AddMemoryRequest,
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AddMemoryResponse,
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SearchMemoryRequest,
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SearchMemoryResponse,
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UpdateMemoryRequest,
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MemoryResponse,
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DeleteMemoryResponse,
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HealthResponse,
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StatsResponse,
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ErrorResponse
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)
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from api.memory_service import get_memory_service, MemoryService
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from config import settings
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logger = logging.getLogger(__name__)
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# Create router
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router = APIRouter(prefix="/v1", tags=["memories"])
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def format_memory_response(mem: dict) -> MemoryResponse:
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"""Format memory data to response model"""
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return MemoryResponse(
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id=mem.get('id', ''),
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memory=mem.get('memory', mem.get('data', '')),
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user_id=mem.get('user_id'),
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agent_id=mem.get('agent_id'),
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run_id=mem.get('run_id'),
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metadata=mem.get('metadata', {}),
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created_at=mem.get('created_at'),
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updated_at=mem.get('updated_at'),
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score=mem.get('score')
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)
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@router.post(
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"/memories/",
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response_model=AddMemoryResponse,
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status_code=status.HTTP_201_CREATED,
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summary="Add new memory",
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description="Add new memory from conversation messages",
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responses={
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201: {"description": "Memory added successfully"},
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401: {"model": ErrorResponse, "description": "Unauthorized"},
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500: {"model": ErrorResponse, "description": "Internal server error"}
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}
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)
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async def add_memory(
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request: AddMemoryRequest,
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_api_key: str = Depends(verify_api_key),
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service: MemoryService = Depends(get_memory_service)
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):
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"""Add new memory from messages"""
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try:
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messages = [msg.model_dump() for msg in request.messages]
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memories = await service.add_memory(
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messages=messages,
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user_id=request.user_id,
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agent_id=request.agent_id,
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run_id=request.run_id,
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metadata=request.metadata
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)
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formatted_memories = [format_memory_response(mem) for mem in memories]
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return AddMemoryResponse(
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status="success",
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memories=formatted_memories,
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message=f"Successfully added {len(formatted_memories)} memory(ies)"
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)
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except Exception as e:
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logger.error(f"Error adding memory: {e}")
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raise HTTPException(
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status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
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detail=str(e)
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)
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@router.get(
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"/memories/search",
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response_model=SearchMemoryResponse,
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summary="Search memories",
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description="Search memories by semantic similarity",
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responses={
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200: {"description": "Search completed successfully"},
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401: {"model": ErrorResponse, "description": "Unauthorized"},
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500: {"model": ErrorResponse, "description": "Internal server error"}
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}
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)
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async def search_memories(
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query: str = Query(..., description="Search query"),
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user_id: str | None = Query(None, description="Filter by user ID"),
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agent_id: str | None = Query(None, description="Filter by agent ID"),
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run_id: str | None = Query(None, description="Filter by run ID"),
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limit: int = Query(10, ge=1, le=100, description="Maximum results"),
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_api_key: str = Depends(verify_api_key),
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service: MemoryService = Depends(get_memory_service)
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):
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"""Search memories by query"""
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try:
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memories = await service.search_memories(
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query=query,
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user_id=user_id,
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agent_id=agent_id,
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run_id=run_id,
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limit=limit
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)
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formatted_memories = [format_memory_response(mem) for mem in memories]
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return SearchMemoryResponse(
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status="success",
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memories=formatted_memories,
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count=len(formatted_memories)
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)
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except Exception as e:
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logger.error(f"Error searching memories: {e}")
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raise HTTPException(
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status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
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detail=str(e)
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)
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@router.get(
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"/memories/{memory_id}",
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response_model=MemoryResponse,
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summary="Get specific memory",
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description="Retrieve a specific memory by ID",
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responses={
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200: {"description": "Memory retrieved successfully"},
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404: {"model": ErrorResponse, "description": "Memory not found"},
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401: {"model": ErrorResponse, "description": "Unauthorized"},
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500: {"model": ErrorResponse, "description": "Internal server error"}
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}
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)
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async def get_memory(
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memory_id: str,
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_api_key: str = Depends(verify_api_key),
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service: MemoryService = Depends(get_memory_service)
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):
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"""Get specific memory by ID"""
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try:
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memory = await service.get_memory(memory_id)
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if not memory:
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raise HTTPException(
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status_code=status.HTTP_404_NOT_FOUND,
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detail=f"Memory not found: {memory_id}"
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)
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return format_memory_response(memory)
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except HTTPException:
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raise
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except Exception as e:
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logger.error(f"Error getting memory: {e}")
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raise HTTPException(
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status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
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detail=str(e)
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)
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@router.get(
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"/memories/user/{user_id}",
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response_model=List[MemoryResponse],
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summary="Get user memories",
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description="Get all memories for a specific user",
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responses={
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200: {"description": "Memories retrieved successfully"},
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401: {"model": ErrorResponse, "description": "Unauthorized"},
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500: {"model": ErrorResponse, "description": "Internal server error"}
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}
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)
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async def get_user_memories(
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user_id: str,
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_api_key: str = Depends(verify_api_key),
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service: MemoryService = Depends(get_memory_service)
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):
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"""Get all memories for a user"""
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try:
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memories = await service.get_all_memories(user_id=user_id)
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return [format_memory_response(mem) for mem in memories]
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except Exception as e:
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logger.error(f"Error getting user memories: {e}")
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raise HTTPException(
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status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
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detail=str(e)
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)
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@router.patch(
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"/memories/{memory_id}",
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response_model=MemoryResponse,
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summary="Update memory",
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description="Update an existing memory",
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responses={
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200: {"description": "Memory updated successfully"},
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404: {"model": ErrorResponse, "description": "Memory not found"},
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401: {"model": ErrorResponse, "description": "Unauthorized"},
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500: {"model": ErrorResponse, "description": "Internal server error"}
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}
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)
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async def update_memory(
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memory_id: str,
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request: UpdateMemoryRequest,
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_api_key: str = Depends(verify_api_key),
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service: MemoryService = Depends(get_memory_service)
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):
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"""Update existing memory"""
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try:
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if not request.memory_text:
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raise HTTPException(
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status_code=status.HTTP_400_BAD_REQUEST,
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detail="memory_text is required for update"
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)
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updated = await service.update_memory(
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memory_id=memory_id,
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data=request.memory_text
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)
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return format_memory_response(updated)
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except HTTPException:
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raise
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except Exception as e:
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logger.error(f"Error updating memory: {e}")
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raise HTTPException(
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status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
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detail=str(e)
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)
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@router.delete(
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"/memories/{memory_id}",
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response_model=DeleteMemoryResponse,
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summary="Delete memory",
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description="Delete a specific memory",
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responses={
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200: {"description": "Memory deleted successfully"},
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404: {"model": ErrorResponse, "description": "Memory not found"},
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401: {"model": ErrorResponse, "description": "Unauthorized"},
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500: {"model": ErrorResponse, "description": "Internal server error"}
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}
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)
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async def delete_memory(
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memory_id: str,
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_api_key: str = Depends(verify_api_key),
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service: MemoryService = Depends(get_memory_service)
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):
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"""Delete specific memory"""
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try:
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await service.delete_memory(memory_id)
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return DeleteMemoryResponse(
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status="success",
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message=f"Memory {memory_id} deleted successfully"
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)
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except Exception as e:
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logger.error(f"Error deleting memory: {e}")
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raise HTTPException(
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status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
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detail=str(e)
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)
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@router.delete(
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"/memories/user/{user_id}",
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response_model=DeleteMemoryResponse,
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summary="Delete user memories",
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description="Delete all memories for a specific user",
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responses={
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200: {"description": "Memories deleted successfully"},
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401: {"model": ErrorResponse, "description": "Unauthorized"},
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500: {"model": ErrorResponse, "description": "Internal server error"}
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}
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)
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async def delete_user_memories(
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user_id: str,
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_api_key: str = Depends(verify_api_key),
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service: MemoryService = Depends(get_memory_service)
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):
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"""Delete all memories for a user"""
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try:
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await service.delete_all_memories(user_id=user_id)
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return DeleteMemoryResponse(
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status="success",
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message=f"All memories for user {user_id} deleted successfully"
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)
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except Exception as e:
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logger.error(f"Error deleting user memories: {e}")
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raise HTTPException(
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status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
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detail=str(e)
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)
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@router.get(
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"/health",
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response_model=HealthResponse,
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summary="Health check",
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description="Check API health status",
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responses={
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200: {"description": "Service is healthy"}
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}
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)
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async def health_check(
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service: MemoryService = Depends(get_memory_service)
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):
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"""Health check endpoint"""
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try:
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health = await service.health_check()
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return HealthResponse(
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status="healthy" if all(v == "healthy" for v in health.values()) else "degraded",
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version="0.1.0",
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timestamp=datetime.utcnow(),
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dependencies=health
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)
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except Exception as e:
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logger.error(f"Health check failed: {e}")
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return JSONResponse(
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status_code=status.HTTP_503_SERVICE_UNAVAILABLE,
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content={
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"status": "unhealthy",
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"version": "0.1.0",
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"timestamp": datetime.utcnow().isoformat(),
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"error": str(e)
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}
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)
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@router.get(
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"/stats",
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response_model=StatsResponse,
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summary="Memory statistics",
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description="Get system-wide memory statistics",
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responses={
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200: {"description": "Statistics retrieved successfully"},
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401: {"model": ErrorResponse, "description": "Unauthorized"},
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500: {"model": ErrorResponse, "description": "Internal server error"}
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}
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)
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async def get_stats(
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_api_key: str = Depends(verify_api_key)
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):
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"""Get memory statistics"""
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# Note: This would require direct database access or extension of mem0 API
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# For now, return placeholder
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return StatsResponse(
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total_memories=0,
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total_users=0,
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total_agents=0,
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avg_memories_per_user=0.0,
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oldest_memory=None,
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newest_memory=None
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)
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