vector-search

66 projects share this GitHub topic

Lines connect members that are measurably related to each other. Dot size reflects stars.

🧬 Members

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent,…

Open Source AI Platform - AI Chat with advanced features that works with every LLM

A modern replacement for Redis and Memcached

TencentDB-Agent-Memory

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code…

The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.

A vector index built on TurboQuant, written in Rust with Python bindings

AI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, logs, JSONL/CSV and…

★ 17.1k · GitHub ↗

[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage…

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector,…

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python,…

Local-first search across your workspace, built for humans and AI agents.

★ 4.2k · GitHub ↗

Open-source inference server and production cluster for all the models your agent needs.

Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP:…

AI agent microservice

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and…

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

AI-powered cross-platform e-book reader with semantic search, RAG chat, local vector store, notes, TTS, and…

All-in-one platform for search, recommendations, RAG, and analytics offered via API

A new SOTA for RAG — an original retrieval architecture and an open-source knowledge base for humans and…

Build LLM-powered applications in Ruby

SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.

Semantic Search & Call Graphs for AI Agents (100% Local)

Python client for Qdrant vector search engine

This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!

RAG Time: A 5-week Learning Journey to Mastering RAG

Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple…

TypeScript AI agent framework: cognitive memory, runtime tool forging, multi-agent orchestration, 11 LLM…

Athena is a local-first agentic PKM that helps you make better decisions with your own context — persistent…

Hybrid RAG system combining vector search, knowledge graph (LightRAG), and cross-encoder reranking — with…

redis-vl-python

Redis Vector Library. The AI-native Python client for Redis.

📝 Automatically annotate papers using LLMs

ai-powered-search

The codebase for the book "AI-Powered Search" (Manning Publications, 2025) and associated "AI-Powered Search:…

The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One…

vector-db-benchmark

Framework for benchmarking vector search engines

Local-first AI conversation memory hub to capture, search, summarize, and export chats across major AI…

weaviate-examples

Weaviate vector database – examples

Give your agent a proper IDE and OS. The sensorimotor cortex for coding agents (OpenCode + Pi), part of…

RushDB is a graph + vector database and memory layer for AI agents. Push any JSON, get typed, searchable,…

AI-Engineering-Lab

A free, self-paced 24-week AI engineering course: Python, machine learning, LLMs, RAG, fine-tuning, agents…

Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

Distributed, transactional document database backed by FoundationDB.

Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Decisions, lessons…

Drop-in memory harness for AI agents — 3-tier memory, compaction tree, hybrid search. One command to set…

On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG…

🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Local SQLite + Markdown mirrors,…

★ 187 · GitHub ↗

Engineering deterministic, production-grade systems around non-deterministic LLMs — FSM, durable execution,…

rag-interview-system

A complete collection of RAG interview questions, answers (1509 questions & 52 RAG types), system design…

Agentic Voice Notes for iPhone and macOS - Rust, Dioxus, LanceDB + RIG + SQLite

Writ keeps AI coding on your rules. It feeds Claude Code the right coding standards for each task in under a…

AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified…

VectorRAG.Net is a .NET-native high-performance vector database library for semantic search and RAG…

Living Memory Coordinate-5: five-axis memory architecture for long-running LLM agents. Minimal SQLite +…

Production-grade RAG API built in Rust. Hybrid search with HNSW dense vectors and BM25 sparse matching,…

Embedded retrieval library built on Parquet. Fast, efficient, and scalable.

★ 139 · GitHub ↗

Self-hosted RAG platform for AI document search across GitHub, Notion, Google Drive, local files, and web…

Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with…

Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with…

vecdb-python-sdk

Python SDK for vector search, semantic search, RAG, embeddings, and AI agents on Oracle AI Database

MODA: open fashion retrieval benchmark and models by Hopit AI. MODA (203M, open source), MODA Pro Lite (213M,…

Pixel-native visual RAG ported to Rust on the ruvector ANN substrate (HNSW + IVF-Flat) —…

★ 45 · GitHub ↗

🔗 Related families

semantic-search 104 vector-database 96 embeddings 112 hybrid-search 27 search-engine 22 agent-memory 113 bm25 24 full-text-search 14

Measured from GitHub topics shared by both projects, weighted by how rare each topic is.