Rust library for generating vector embeddings and reranking locally!
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Oct 26, 2026 - Rust
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fastembed
Here are 170 public repositories matching this topic...
Suite of tools containing an in-memory vector datastore and AI proxy
nodejs python rust cli golang storage storage-engine cache vector python-library artificial-intelligence node-js golang-library datastore rust-library inmemory-db vector-database fastembed
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Oct 30, 2026 - Rust
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.
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Jul 5, 2026 - Python
Local-first RAG MCP server in Python: hybrid search (semantic + BM25 keyword boost) over your own documents. 11 MCP tools + CLI, markitdown ingestion for 12 formats, multilingual embeddings, LanceDB. Nothing leaves your machine.
multilingual mcp embeddings semantic-search bm25 rag local-first hybrid-search retrieval-augmented-generation lancedb fastembed model-context-protocol mcp-server fastmcp claude-code
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Oct 23, 2026 - Python
SQL-like query language and CLI for Qdrant vector search engine
python cli embeddings query-language semantic-search rag vector-search-engine hybrid-search qdrant fastembed
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Jun 13, 2026 - Python
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
ai memory mcp embeddings embedded-systems embedding rag embedding-vectors vector-database ai-tools qdrant qdrant-vector-database local-ai fastembed ai-memory mcp-server mcp-client openclaw
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Jun 1, 2026 - Python
Event-driven AI document processing engine with offline RAG, summarization, speech transcription, SSE streaming, and self-hosted LLM inference.
python docker redis golang microservices ai nextjs minio event-driven summarization speech-to-text document-processing faiss rag llm llama-cpp retrieval-augmented-generation fastembed qwen3
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Aug 18, 2026 - Go
Build an AI advisor SKILL from any YouTube channel — transcripts, BM25 + semantic RAG, verbatim quotes with timestamps.
python youtube semantic-search bm25 youtube-transcripts rag yt-dlp llm fastembed agent-skills claude-code claude-skill
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Oct 25, 2026 - Python
Point it at a website, get a grounded chat widget that answers only from that site's pages, with sources. Local crawl and embeddings, Ollama or free Groq/Gemini. Demo a chatbot on a prospect's own content in 10 minutes.
python chatbot self-hosted embeddings chat-widget ai-agents rag website-chatbot groq ollama fastembed crawl4ai
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Oct 26, 2026 - Python
A polars plugin for embedding DataFrames
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Oct 26, 2026 - Python
Chat with Lex! A RAG app, using HyDE with milvus DB for vector store, VLLM for LLM inference, and FastEmbed for Embeddings!
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Jun 4, 2024 - Python
Legal Intelligence Terminal — Hybrid RAG for UAE & Indian Law, Taxation & Compliance. Built by Evolucent AI, engineered by Eulogik.
python artificial-intelligence vat compliance gst case-law rag legal-ai legal-tech hybrid-search qdrant indian-law retrieval-augmented-generation fastembed legal-research corporate-tax legal-rag tax-research uae-law
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Sep 18, 2026 - Python
FastAPI backend for archive.ire.org
python api redis machine-learning news archiving journalism data-journalism semantic-search ire investigative-journalism fastapi rrf sentence-transformers cross-encoder qdrant fastembed
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Oct 1, 2026 - Python
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.
pyton3 fastapi typescript-react vector-database dspy qdrant qdrant-vector-database qdrant-client fastembed dspy-ai sementic-search qdrant-rag gemini-flash-2-5
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Dec 9, 2025 - TypeScript
Self-hosted documentation RAG pipeline that serves semantic search to LLM agents over the Model Context Protocol.
python docker documentation mcp postgresql self-hosted embeddings semantic-search ai-agents claude rag fastapi vector-search llm pgvector retrieval-augmented-generation fastembed model-context-protocol fastmcp
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Sep 6, 2026 - Python
Fast local code intelligence for AI agents powered by AST Treesitter, SCIP, semantic search and a reranker
kotlin python rust code-navigation php typescript mcp ast semantic-search scip ai-agents sourcegraph reranker code-intelligence local-first treesitter context-engine fastembed cross-repository mcp-server
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Oct 5, 2026 - C
mind readingly accurate, blazingly fast codebase search, written in pure rust.
rust cli tree-sitter mcp embeddings code-search developer-tools semantic-search bm25 reranking tantivy fastembed mcp-server codebase-search
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May 25, 2026 - Rust
Generating embedding for 1000s of PDF Documents, in Qdrant using FastEmbed with distributed Computing in Ray
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Mar 12, 2024 - Jupyter Notebook
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