Rust library for generating vector embeddings, reranking locally!

Suite of tools containing an in-memory vector datastore and AI proxy

Chat with your knowledge base — a conversational RAG agent (LangGraph + OpenRouter) built on Fast Dash's native chat mode. A modern rebuild of the original Embedchain demo.

SQL-like query language and CLI for Qdrant vector search engine

The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.

A context-aware coding assistant that understands your entire codebase.

Build an AI advisor SKILL from any YouTube channel — transcripts, BM25 + semantic RAG, verbatim quotes with timestamps.

Chat with Lex! A RAG app, using HyDE with milvus DB for vector store, VLLM for LLM inference, and FastEmbed for Embeddings!

A polars plugin for embedding DataFrames

FastAPI backend for archive.ire.org

Fast local code intelligence for AI agents powered by AST Treesitter, SCIP, semantic search and a reranker

MedSage is a multimodal healthcare assistant that combines LLMs, vector search, and real-time reasoning to deliver fast, reliable medical insights. It supports symptom analysis, medical document Q&A, universal file RAG, multilingual interactions, and emergency SOS with live location.

Generating embedding for 1000s of PDF Documents, in Qdrant using FastEmbed with distributed Computing in Ray

mind readingly accurate, blazingly fast codebase search, written in pure rust.

Graxon: Open-Source Agentic Hybrid RAG to eliminate hallucinations through a persistent Knowledge Graph layer.

Self-hosted documentation RAG pipeline that serves semantic search to LLM agents over the Model Context Protocol.

An opinionated, local-first, asynchronous document ingestion pipeline for RAG workflows.

A fast and simple local API for generating text embeddings.

🧠 Universal long-term memory for AI agents. GraphRAG-powered knowledge base with vector search + graph traversal. Privacy-first, local-only, MCP-compatible. Connect Claude, Copilot, or any AI assistant.

⚡ Instantly index, deduplicate, and search your code, docs, and web content in a blazing-fast Qdrant vector DB for AI & RAG.