Local cross-encoder re-ranker for Virage (ONNX, no API key required)
Associative memory for LLM agents — a key-graph memory layer (MCP server) that recalls by association, not just vector similarity. A graph-based alternative to vector-store agent memory.
SIE embedding function and reranker for LanceDB
Retrieval-Interleaved Generation for lloyal-agents
Local embedder and reranker for Eidentic — run bge-small-en-v1.5 and cross-encoder reranking via @huggingface/transformers, no API key required.