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#information-retrieval (30 Repositories)

Ranked open-source repositories tagged with #information-retrieval, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

56.7%

Avg Review Latency

25.5h

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30 repositories tagged #information-retrieval

S TierRuby 343

o19s/quepid

Improve your OpenSearch, Elasticsearch, Solr, Vectara, Algolia and Custom Search search quality.

81.6%
Merge Rate
5h
First Review
100%
1st-Timers
5
Maintainers
S TierZig 471

antflydb/antfly

74.8%
Merge Rate
-
First Review
100%
1st-Timers
8
Maintainers
A TierGo 16.9k

weaviate/weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

66.6%
Merge Rate
-
First Review
47%
1st-Timers
36
Maintainers
A TierPython 18.3k 19 GFIs

arc53/DocsGPT

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.

44.6%
Merge Rate
8h
First Review
60%
1st-Timers
31
Maintainers
A TierPython 3.5k

embeddings-benchmark/mteb

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

72.5%
Merge Rate
-
First Review
76%
1st-Timers
65
Maintainers
A TierPython 32.4k

onyx-dot-app/onyx

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

74.6%
Merge Rate
-
First Review
44%
1st-Timers
46
Maintainers
A TierJava 1.7k

apache/solr

Apache Solr open-source search software

64.6%
Merge Rate
-
First Review
61%
1st-Timers
39
Maintainers
A TierTypeScript 598

felladrin/MiniSearch

Minimalist web-searching platform with an AI assistant that runs directly from your browser. Demo: https://felladrin-minisearch.hf.space

75.2%
Merge Rate
-
First Review
86%
1st-Timers
3
Maintainers
A TierPython 3.4k

superlinked/sie

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

37.6%
Merge Rate
-
First Review
38%
1st-Timers
11
Maintainers
A TierJava 3.6k

apache/lucene

Apache Lucene open-source search software

62.3%
Merge Rate
-
First Review
70%
1st-Timers
70
Maintainers
A TierPython 26.7k

deepset-ai/haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

65.8%
Merge Rate
-
First Review
51%
1st-Timers
82
Maintainers
A TierPython 2.2k

castorini/pyserini

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

66.7%
Merge Rate
6h
First Review
40%
1st-Timers
17
Maintainers
A TierJava 1.2k

castorini/anserini

Anserini is a Lucene toolkit for reproducible information retrieval research

68.3%
Merge Rate
2d
First Review
53%
1st-Timers
17
Maintainers
A TierCUCuda 838

NVIDIA/cuvs

cuVS - a library for vector search and clustering on the GPU

29.1%
Merge Rate
3h
First Review
42%
1st-Timers
44
Maintainers
A TierPython 648

EverMind-AI/SkillCorpus

Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.

88.9%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
B TierC++ 1.1k

pisa-engine/pisa

PISA: Performant Indexes and Search for Academia

100.0%
Merge Rate
2h
First Review
100%
1st-Timers
1
Maintainers
B TierGo 524

edoardottt/csprecon

Discover new target domains using Content Security Policy

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierC 1.9k

ashvardanian/NumKong

SIMD-accelerated distances, dot products, matrix ops, geospatial & geometric kernels for 16 numeric types — from 6-bit floats to 64-bit complex — across x86, Arm, RISC-V, and WASM, with bindings for Python, Rust, C, C++, Swift, JS, and Go 📐

72.7%
Merge Rate
6h
First Review
50%
1st-Timers
1
Maintainers
B TierRust 1.3k

StarlightSearch/EmbedAnything

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

83.3%
Merge Rate
17d
First Review
100%
1st-Timers
1
Maintainers
B TierCUCuda 1.0k

NVIDIA/raft

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

50.0%
Merge Rate
2d
First Review
0%
1st-Timers
6
Maintainers
B TierPython 12.1k

FlagOpen/FlagEmbedding

Retrieval and Retrieval-augmented LLMs

45.5%
Merge Rate
5d
First Review
100%
1st-Timers
2
Maintainers
B TierRust 334

krishpranav/vesper

A simple username osint tool built in rust

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierHTML 1.5k

felladrin/awesome-ai-web-search

List of software that allows searching the web with the assistance of AI: https://hf.co/spaces/felladrin/awesome-ai-web-search

76.9%
Merge Rate
1d
First Review
0%
1st-Timers
1
Maintainers
B TierC++ 456

tlk00/BitMagic

BitMagic Library

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 568

superwesleyhys-ux/factcircuit

FactCircuit: an auditable claim-and-evidence verification loop with immutable provenance, staged checks, bounded retrieval, and reproducible evaluation.

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
1
Maintainers
D TierPython 16.5k

piskvorky/gensim

Topic Modelling for Humans

0.0%
Merge Rate
22h
First Review
0%
1st-Timers
3
Maintainers
D TierHTML 279

AnonCatalyst/Coeus-OSINT-ToolBox

Coeus 🌐 is an OSINT ToolBox empowering users with tools for effective intelligence gathering from open sources. From social media monitoring 📱 to data analysis 📊, it offers a centralized platform for seamless OSINT investigations.

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
1
Maintainers
D TierRust 78

Dicklesworthstone/frankensearch

Two-tier hybrid search for Rust: sub-millisecond initial results via potion-128M, quality-refined rankings in 150ms via MiniLM-L6-v2. Combines lexical (Tantivy BM25) and semantic (vector cosine) search with Reciprocal Rank Fusion. Progressive iterator API, f16 SIMD vector index, feature-gated compilation.

0.0%
Merge Rate
3h
First Review
0%
1st-Timers
0
Maintainers
D TierPython 1.8k

xhluca/bm25s

Fast BM25 search in Python, powered by Numpy and Numba

0.0%
Merge Rate
15h
First Review
0%
1st-Timers
2
Maintainers
D TierRust 130

uutils/platform-info

A cross-platform way to get information about your machine

0.0%
Merge Rate
3h
First Review
0%
1st-Timers
1
Maintainers
Best Information-retrieval Open Source Repositories & C-Rank™ | GetMerged