17 skills found
qdrant / FastembedFast, Accurate, Lightweight Python library to make State of the Art Embedding
Anush008 / Fastembed RsRust library for vector embeddings and reranking.
deven96 / AhnlichSuite of tools containing an in-memory vector datastore and AI proxy
Anush008 / Fastembed JsGenerate vector embeddings in NodeJS
Anush008 / Fastembed GoGo implementation of @qdrant/fastembed.
lyonzin / Knowledge RagLocal RAG System for Claude Code — Hybrid search + Cross-encoder Reranking + Markdown-aware Chunking + 12 MCP Tools. No external servers, pure ONNX in-process.
OBAA / Fastembed ServerSelf-hosted fastembed embedding server with CPU and GPU based images.
BETAER-08 / AmdbGive your AI Agent understanding of your codebase. A Rust CLI that turns your entire project into a single, optimized context file for Cursor, Antigravity, and Claude.
HakAl / ScrappyA context-aware coding assistant that understands your entire codebase.
Brainwires / Project RagA Rust-based Model Context Protocol (MCP) server that provides AI assistants with powerful RAG (Retrieval-Augmented Generation) capabilities for understanding massive codebases. Index codebases with FastEmbed + LanceDB, semantic code and git history searches with hybrid vector + BM25.
SuperSecureHuman / Rag Hyde ChatChat with Lex! A RAG app, using HyDE with milvus DB for vector store, VLLM for LLM inference, and FastEmbed for Embeddings!
khasinski / Fastembed RbRuby port of FastEmbed
ireapps / Ire Archive BackendFastAPI backend for archive.ire.org
domWinter / RustyragThis project implements a simple semantic search and RAG use-case with rust (mistral.rs/fastembed-rs) + pgvector and serves a frontend and rest-api for book recommendation.
yitong0322 / Edge AI TutorOffline voice-interactive AI tutoring system on Raspberry Pi 5. Whisper ASR + Llama 3.2 3B + Piper TTS + RAG (ChromaDB + fastembed ONNX). Fully on-device, no cloud required. ~1.74s chat TTFT, ~10.94s RAG TTFT.
yash9439 / RayQdrantFastEmbedGenerating embedding for 1000s of PDF Documents, in Qdrant using FastEmbed with distributed Computing in Ray
Manojkumar2806 / QdrantRAGMedSage 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.
