Rerank Python Packages

eeane

Run text embedding and reranking models on the Apple Neural Engine of Apple Silicon Macs. OpenAI-compatible server; ModernBERT, BERT, and XLM-RoBERTa.

langchain-localai

Langchain integration package with LocalAI. It provides embeddings and reranker support

jina-cli

All Jina AI APIs as Unix CLI commands. Search, read, embed, rerank - with pipes.

ryrank-mcp

Cohere-compatible reranker over MCP — pay-per-call in USDC, no account, no GPU, no model download.

lexilux

Unified LLM API client library for Python. Simple API for Chat, Embedding, Rerank, and Tokenizer. OpenAI-compatible with streaming support and unified usage tracking.

jiajia-search

Multilingual Lightweight & High-Performance Hybrid Search Engine | Built for RAG

rcp-protocol

RCP — the Retrieval Context Protocol. An open JSON-RPC standard so any RAG engine can expose embed/rerank/retrieve/graph and any client can consume it. The retrieval companion to MCP and ACP.

memkeeper

Local-first, deterministic memory store for AI agents: SQLite-backed BM25 with optional local ONNX semantic search and cross-encoder rerank, graph projection, and an MCP adapter. No required network or LLM.

ittia-check

Automated fact-check