information-retrieval

54 projets partagent ce topic GitHub

Les traits relient les membres réellement apparentés entre eux. La taille des points suit les étoiles.

🧬 Membres

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

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

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese,…

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications.…

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research,…

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination…

Topic Modelling for Humans

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming…

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

Retrieval and Retrieval-augmented LLMs

Open-source context retrieval layer for AI agents

AdalFlow: The library to build & auto-optimize LLM applications.

Harness LLMs with Multi-Agent Programming

Accelerated deep learning R&D

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

The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.

Deep neural network to extract intelligent information from invoice documents.

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

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

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials,…

WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents,…

Fast BM25 search in Python, powered by Numpy and Numba

awesome-ai-web-search

List of software that allows searching the web with the assistance of AI:…

Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust…

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

RAG-Fusion: multi-query generation + Reciprocal Rank Fusion for better retrieval-augmented generation.…

Learn about Machine Learning and Artificial Intelligence

Late Interaction Models Training & Retrieval

SGPT: GPT Sentence Embeddings for Semantic Search

[EMNLP'25] s3 - ⚡ Efficient & Effective Search Agent Training via RL for RAG (RLVR for Search with Minimal…

Framework for enhancing LLMs for RAG tasks using fine-tuning.

awesome-generative-information-retrieval

[COLM’25] DeepRetrieval — 🔥 Training Search Agent by RLVR with Retrieval Outcome

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

AI-first Search & Answer Engine for work. Open-source alternative to Glean.

Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

Minimalist web-searching platform with an AI assistant that runs directly from your browser. Demo:…

Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard

AgentSearch is a framework for powering search agents and enabling customizable local search.

This is the repo for the survey of LLM4IR.

continuous-eval

Data-Driven Evaluation for LLM-Powered Applications

EnterpriseRAG-Bench

Dataset and benchmark for RAG on company internal documents.

ai-powered-search

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

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

adaptive-chunking

Adaptive Chunking: automatically select the best chunking method per document for RAG. Accepted at LREC 2026.

🤖 State-of-the-art, production ready LLM apps made mega-easy, so you don't have to build them from scratch…

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields…

(NeurIPS D&B 2024) STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases

rag-experiment-accelerator

The RAG Experiment Accelerator is a versatile tool designed to expedite and facilitate the process of…

VeritasGraph — open-source Knowledge Graph & GraphRAG framework on GitHub. Build multi-hop reasoning,…

Text2Text Language Modeling Toolkit

A library-science-inspired personal knowledge management system with LLM agents

🔗 Familles voisines

semantic-search 101 question-answering 41 retrieval 40 vector-search 94 search 64 search-engine 43 embeddings 113 neural-search 15

Mesuré à partir des topics GitHub communs aux deux projets, pondérés par leur rareté.