Back to Topics Directory
Topic Hub

#retrieval (18 Repositories)

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

Topic Avg Merge Rate

27.9%

Avg Review Latency

31.9h

Filter by language

18 repositories tagged #retrieval

S TierRust 123

infino-ai/infino

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

82.1%
Merge Rate
-
First Review
77%
1st-Timers
11
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 TierC# 2.4k 2 GFIs

apache/lucenenet

Apache Lucene.NET is an open-source full-text search library written in C#, ported from the Apache Lucene project.

77.9%
Merge Rate
16h
First Review
60%
1st-Timers
9
Maintainers
A TierPython 39.0k

VectifyAI/PageIndex

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

52.4%
Merge Rate
1d
First Review
25%
1st-Timers
17
Maintainers
A TierPython 6.2k

MinishLab/semble

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

82.7%
Merge Rate
2d
First Review
40%
1st-Timers
4
Maintainers
B TierRust 1.0k

Anush008/fastembed-rs

Rust library for generating vector embeddings and reranking locally!

75.0%
Merge Rate
1d
First Review
100%
1st-Timers
2
Maintainers
B TierPython 3.2k

qdrant/fastembed

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

11.1%
Merge Rate
-
First Review
0%
1st-Timers
6
Maintainers
B TierPython 4.8k

VectifyAI/OpenKB

OpenKB: Open LLM Knowledge Base

47.8%
Merge Rate
1d
First Review
64%
1st-Timers
2
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 TierPython 1.8k

parthsarthi03/raptor

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

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 3.8k

aiming-lab/SimpleMem

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

0.0%
Merge Rate
3d
First Review
0%
1st-Timers
1
Maintainers
D TierPython 2.9k

memodb-io/memobase

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

0.0%
Merge Rate
5d
First Review
0%
1st-Timers
1
Maintainers
D TierPython 103

Sibyl-Labs/Sibyl-Memory

Durable, file-based long-term memory for AI agents. Five-package plugin family: SDK, CLI, MCP server, Hermes adapter, and a LangGraph BaseStore. No vector database, no embeddings.

0.0%
Merge Rate
9d
First Review
0%
1st-Timers
0
Maintainers
D TierPython 647

lucidrains/memorizing-transformers-pytorch

Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 344

arcee-ai/DALM

Domain Adapted Language Modeling Toolkit - E2E RAG

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierMulti-language 2.0k

shervinea/mit-15-003-data-science-tools

Study guides for MIT's 15.003 Data Science Tools

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 981

OpenBMB/VisRAG

Parsing-free RAG supported by VLMs

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 795

usemoss/moss

The retrieval layer for production AI systems. Lightning-fast (<10ms) search without vector databases. Built for browser, edge, on-device, and cloud.

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