mcp>=1.13.0
fastmcp>=2.11.0
mem0ai>=1.0.0
boto3>=1.40.0
opensearch-py>=3.0.0
faiss-cpu>=1.12.0
qdrant-client>=1.12.0
kuzu>=0.8.0
rank-bm25>=0.2.2
ollama>=0.4.0
llama-index>=0.12.0
llama-index-core>=0.12.0
pypdf>=5.1.0
python-docx>=1.1.0
