Integrate self-hosted Supabase with mem0 system

- 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>

docs/development.mdx

@@ -0,0 +1,76 @@
+---
+title: 'Development Guide'
+description: 'Complete development environment setup and workflow'
+---
+
+## Development Environment
+
+### Project Structure
+
+```
+/home/klas/mem0/
+├── venv/                    # Python virtual environment
+├── config.py               # Configuration management
+├── test_basic.py           # Basic functionality tests
+├── test_openai.py          # OpenAI integration test
+├── test_all_connections.py # Comprehensive connection tests
+├── docker-compose.yml      # Neo4j & Qdrant containers
+├── .env                    # Environment variables
+└── docs/                   # Documentation (Mintlify)
+```
+
+### Current Status: Phase 1 Complete ✅
+
+| Component | Status | Port | Description |
+|-----------|--------|------|-------------|
+| Neo4j | ✅ READY | 7474/7687 | Graph memory storage |
+| Qdrant | ✅ READY | 6333/6334 | Vector memory storage |
+| Ollama | ✅ READY | 11434 | Local LLM processing |
+| Mem0 Core | ✅ READY | - | Memory management system v0.1.115 |
+
+### Development Workflow
+
+1. **Environment Setup**
+   ```bash
+   source venv/bin/activate
+   ```
+
+2. **Start Services**
+   ```bash
+   docker compose up -d
+   ```
+
+3. **Run Tests**
+   ```bash
+   python test_all_connections.py
+   ```
+
+4. **Development**
+   - Edit code and configurations
+   - Test changes with provided test scripts
+   - Document changes in this documentation
+
+### Next Development Phases
+
+<CardGroup cols={2}>
+  <Card title="Phase 2: Core Memory System">
+    - Ollama integration
+    - Basic memory operations
+    - Neo4j graph memory
+  </Card>
+  <Card title="Phase 3: API Development">
+    - REST API endpoints
+    - Authentication layer
+    - Performance optimization
+  </Card>
+  <Card title="Phase 4: MCP Server">
+    - HTTP transport protocol
+    - Claude Code integration
+    - Standardized operations
+  </Card>
+  <Card title="Phase 5: Documentation">
+    - Complete API reference
+    - Deployment guides
+    - Integration examples
+  </Card>
+</CardGroup>