retrieval

30 projects share this GitHub topic

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

🧬 Members

PageIndex

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

★ 39.8k

airweave

Open-source context retrieval layer for AI agents

★ 6.6k

semble

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

★ 6.3k

OpenKB

OpenKB: Open LLM Knowledge Base

★ 4.8k

agent-memory

Long-term memory runtime for AI agents — plain Markdown as the source of truth, local ranked retrieval, and…

★ 4.7k · GitHub ↗

SimpleMem

[ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

★ 3.9k

sie

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

★ 3.5k

fastembed

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

★ 3.1k

beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR…

★ 2.3k

raptor

The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

★ 1.8k

OpenResearcher

OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis

★ 1.2k

SearchCLI

Open CLI for integrating AI search, recommendation, and conversational retrieval into agent systems and…

★ 1.2k

RETRO-pytorch

Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch

★ 877

sgpt

SGPT: GPT Sentence Embeddings for Semantic Search

★ 870

RQ-VAE-Recommender

[Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"

★ 842

moss

The retrieval layer for production AI systems. Lightning-fast (<10ms) search without vector databases. Built…

★ 666

sigmap

~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server

★ 644

xmc.dspy

In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.

★ 457

atomicmemory

Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and…

★ 429

colpali-cookbooks

Recipes for learning, fine-tuning, and adapting ColPali to your multimodal RAG use cases. 👨🏻‍🍳

★ 356

DALM

Domain Adapted Language Modeling Toolkit - E2E RAG

★ 341

memoket-kite

An open-source, vector-free long-term memory engine for AI agents, achieving SOTA on LoCoMo and LongMemEval…

★ 229

hermes-memory-installer

🧠 Production-grade memory sidecar for AI agents — gbrain + Hindsight + 3-tier recall. Agent-agnostic,…

★ 208

cjkfold

Fold look-alike CJK glyphs (Kangxi radicals, CJK radical supplements) so text extracted from PDFs matches…

★ 186 · GitHub ↗

Sibyl-Memory

Durable, file-based long-term memory for AI agents. Five-package plugin family: SDK, CLI, MCP server, Hermes…

★ 174

infino

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

★ 139 · GitHub ↗

vera

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

★ 120

Vera

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

★ 102

omniseek

Your agent seeks what search can't find. A self-hosted perception MCP server that transcribes speech, reads…

★ 88

llmff

Bounded, inspectable LLM inference pipelines from declared YAML — runs offline against Ollama or any…

★ 46

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