2 Commits

Author	SHA1	Message	Date
David Blanc Brioir	9e657cbf29	Add unified memory tools: search_memories, trace_concept_evolution, check_consistency, update_thought_evolution_stage ... - Create memory/mcp/unified_tools.py with 4 new handlers: - search_memories: unified search across Thoughts and Conversations - trace_concept_evolution: track concept development over time - check_consistency: verify statement alignment with past content - update_thought_evolution_stage: update thought maturity stage - Export new tools from memory/mcp/__init__.py - Register new tools in mcp_server.py with full docstrings These tools complete the Ikario memory toolset to match memoryTools.js expectations. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>	2026-01-30 17:24:30 +01:00
David Blanc Brioir	2f34125ef6	feat: Add Memory system with Weaviate integration and MCP tools ... MEMORY SYSTEM ARCHITECTURE: - Weaviate-based memory storage (Thought, Message, Conversation collections) - GPU embeddings with BAAI/bge-m3 (1024-dim, RTX 4070) - 9 MCP tools for Claude Desktop integration CORE MODULES (memory/): - core/embedding_service.py: GPU embedder singleton with PyTorch - schemas/memory_schemas.py: Weaviate schema definitions - mcp/thought_tools.py: add_thought, search_thoughts, get_thought - mcp/message_tools.py: add_message, get_messages, search_messages - mcp/conversation_tools.py: get_conversation, search_conversations, list_conversations FLASK TEMPLATES: - conversation_view.html: Display single conversation with messages - conversations.html: List all conversations with search - memories.html: Browse and search thoughts FEATURES: - Semantic search across thoughts, messages, conversations - Privacy levels (private, shared, public) - Thought types (reflection, question, intuition, observation) - Conversation categories with filtering - Message ordering and role-based display DATA (as of 2026-01-08): - 102 Thoughts - 377 Messages - 12 Conversations DOCUMENTATION: - memory/README_MCP_TOOLS.md: Complete API reference and usage examples All MCP tools tested and validated (see test_memory_mcp_tools.py in archive). Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>	2026-01-08 18:08:13 +01:00