46faa78237
- Complete fact-based memory API with mem0-inspired approach - Individual fact extraction and deduplication - ADD/UPDATE/DELETE memory actions - Precision search with 0.86+ similarity scores - MCP server for Claude Code integration - Neo4j graph relationships and PostgreSQL vector storage - Comprehensive documentation with architecture and API docs - Matrix communication integration - Production-ready Docker setup with Ollama and Supabase 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
59 lines
1.9 KiB
Bash
Executable File
59 lines
1.9 KiB
Bash
Executable File
#!/bin/bash
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# Start LangMem MCP Server
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# This script starts the MCP server for Claude Code integration
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echo "🚀 Starting LangMem MCP Server..."
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# Check if virtual environment exists
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if [ ! -d "venv" ]; then
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echo "📦 Creating virtual environment..."
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python3 -m venv venv
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fi
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# Activate virtual environment
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echo "🔄 Activating virtual environment..."
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source venv/bin/activate
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# Install MCP requirements
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echo "📥 Installing MCP requirements..."
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pip install -r src/mcp/requirements.txt
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# Check if LangMem API is running
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echo "🔍 Checking LangMem API health..."
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if curl -s -f http://localhost:8765/health > /dev/null; then
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echo "✅ LangMem API is healthy"
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else
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echo "❌ LangMem API is not running!"
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echo "💡 Start the LangMem API first: ./start-dev.sh"
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exit 1
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fi
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# Set environment variables
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export LANGMEM_API_URL="http://localhost:8765"
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export LANGMEM_API_KEY="langmem_api_key_2025"
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# Start MCP server
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echo "🏃 Starting MCP server..."
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echo "🔗 Connect from Claude Code using:"
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echo " Server command: python /home/klas/langmem-project/src/mcp/server.py"
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echo " Working directory: /home/klas/langmem-project"
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echo ""
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echo "📖 Available tools:"
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echo " - store_memory: Store memories with AI relationship extraction"
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echo " - search_memories: Search memories with hybrid vector + graph search"
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echo " - retrieve_memories: Retrieve relevant memories for conversation context"
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echo " - get_user_memories: Get all memories for a specific user"
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echo " - delete_memory: Delete a specific memory"
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echo " - health_check: Check LangMem system health"
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echo ""
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echo "🌐 Available resources:"
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echo " - langmem://memories: Memory storage resource"
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echo " - langmem://search: Search capabilities resource"
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echo " - langmem://relationships: AI relationships resource"
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echo " - langmem://health: System health resource"
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echo ""
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echo "Press Ctrl+C to stop the server..."
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echo ""
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python src/mcp/server.py |