41cd78207a
- Configure mem0 to use self-hosted Supabase instead of Qdrant for vector storage - Update docker-compose to connect containers to localai network - Install vecs library for Supabase pgvector integration - Create comprehensive test suite for Supabase + mem0 integration - Update documentation to reflect Supabase configuration - All containers now connected to shared localai network - Successful vector storage and retrieval tests completed 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
76 lines
2.0 KiB
Plaintext
76 lines
2.0 KiB
Plaintext
---
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title: 'Development Guide'
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description: 'Complete development environment setup and workflow'
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---
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## Development Environment
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### Project Structure
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```
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/home/klas/mem0/
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├── venv/ # Python virtual environment
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├── config.py # Configuration management
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├── test_basic.py # Basic functionality tests
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├── test_openai.py # OpenAI integration test
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├── test_all_connections.py # Comprehensive connection tests
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├── docker-compose.yml # Neo4j & Qdrant containers
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├── .env # Environment variables
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└── docs/ # Documentation (Mintlify)
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```
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### Current Status: Phase 1 Complete ✅
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| Component | Status | Port | Description |
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|-----------|--------|------|-------------|
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| Neo4j | ✅ READY | 7474/7687 | Graph memory storage |
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| Qdrant | ✅ READY | 6333/6334 | Vector memory storage |
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| Ollama | ✅ READY | 11434 | Local LLM processing |
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| Mem0 Core | ✅ READY | - | Memory management system v0.1.115 |
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### Development Workflow
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1. **Environment Setup**
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```bash
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source venv/bin/activate
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```
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2. **Start Services**
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```bash
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docker compose up -d
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```
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3. **Run Tests**
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```bash
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python test_all_connections.py
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```
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4. **Development**
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- Edit code and configurations
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- Test changes with provided test scripts
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- Document changes in this documentation
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### Next Development Phases
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<CardGroup cols={2}>
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<Card title="Phase 2: Core Memory System">
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- Ollama integration
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- Basic memory operations
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- Neo4j graph memory
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</Card>
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<Card title="Phase 3: API Development">
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- REST API endpoints
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- Authentication layer
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- Performance optimization
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</Card>
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<Card title="Phase 4: MCP Server">
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- HTTP transport protocol
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- Claude Code integration
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- Standardized operations
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</Card>
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<Card title="Phase 5: Documentation">
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- Complete API reference
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- Deployment guides
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- Integration examples
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</Card>
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</CardGroup> |