retrieval

40 proyectos comparten este topic de GitHub

Las líneas conectan a los miembros que están mediblemente relacionados entre sí. El tamaño de los puntos refleja las estrellas.

🧬 Miembros

PageIndex

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

★ 34.9k

airweave

Open-source context retrieval layer for AI agents

★ 6.5k

semble

Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

★ 5.7k

SimpleMem

SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

★ 3.7k

mteb

MTEB: State-of-the-art evaluation of embeddings across languages and modalities

★ 3.4k

OpenKB

OpenKB: Open LLM Knowledge Base

★ 3.2k

fastembed

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

★ 3.1k

memobase

User Profile-Based Long-Term Memory for AI Chatbot Applications.

★ 2.8k

sie

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

★ 2.4k

beir

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

★ 2.3k

bm25s

Fast BM25 search in Python, powered by Numpy and Numba

★ 1.7k

raptor

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

★ 1.7k

SearchCLI

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

★ 1.2k

OpenResearcher

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

★ 1.1k

CLIP4Clip

An official implementation for "CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval"

★ 1k

fastembed-rs

Rust library for generating vector embeddings, reranking locally!

★ 978

VisRAG

Parsing-free RAG supported by VLMs

★ 975

RETRO-pytorch

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

★ 879

vectordb

Epsilla is a high performance Vector Database Management System

★ 875

sgpt

SGPT: GPT Sentence Embeddings for Semantic Search

★ 871

NeumAI

Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large…

★ 865

byaldi

Use late-interaction multi-modal models such as ColPali in just a few lines of code.

★ 851

RQ-VAE-Recommender

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

★ 833

searchGPT

Grounded search engine (i.e. with source reference) based on LLM / ChatGPT / OpenAI API. It supports web…

★ 711

Rankify

🔥 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation…

★ 680

moss

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

★ 661

memorizing-transformers-pytorch

Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of…

★ 646

EasyRAG

Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛…

★ 637

sigmap

~97% token reduction for AI coding sessions — zero deps, 33 languages, MCP server

★ 608

ArXivChatGuru

Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a…

★ 562

relik

Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL…

★ 513

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…

★ 451

aquila

An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN…

★ 379

colpali-cookbooks

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

★ 357

DALM

Domain Adapted Language Modeling Toolkit - E2E RAG

★ 344

hermes-memory-installer

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

★ 193

Vera

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

★ 101

Sibyl-Memory

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

★ 97

llmff

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

★ 45 · GitHub ↗

Medido a partir de los temas de GitHub compartidos por ambos proyectos, ponderado por cuán raros son cada uno de los temas.