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#embeddings (30 Repositories)

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

Topic Avg Merge Rate

75.9%

Avg Review Latency

18.1h

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30 repositories tagged #embeddings

S TierTypeScript 3.3k

giancarloerra/SocratiCode

Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta.

84.4%
Merge Rate
2h
First Review
83%
1st-Timers
11
Maintainers
S TierTypeScript 1.3k 3 GFIs

s2b-dev/smart-second-brain

A free, open-source Obsidian plugin that makes your vault smarter: better search, an interactive knowledge graph, and an AI assistant that knows your notes.

82.3%
Merge Rate
<1h
First Review
100%
1st-Timers
3
Maintainers
A TierTypeScript 5.1k 1 GFIs

Marker-Inc-Korea/AutoRAG

AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are using it frequently.

82.9%
Merge Rate
-
First Review
75%
1st-Timers
4
Maintainers
A TierTypeScript 218

Helweg/open-codebase-index

Semantic codebase indexing and search for OpenCode, Claude, Codex, Pi, Jcode, and MCP hosts. Powered by Rust and tree-sitter.

87.1%
Merge Rate
-
First Review
75%
1st-Timers
4
Maintainers
A TierGo 32.8k

Tencent/WeKnora

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

60.4%
Merge Rate
-
First Review
43%
1st-Timers
110
Maintainers
A TierTypeScript 111.3k 1 GFIs

supabase/supabase

The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

66.7%
Merge Rate
2d
First Review
50%
1st-Timers
162
Maintainers
A TierTypeScript 13.1k

InsForge/InsForge

The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database, auth, storage, compute, hosting, and AI gateway to ship full-stack apps end-to-end.

68.5%
Merge Rate
-
First Review
57%
1st-Timers
29
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 TierJavaScript 628

DenisovAV/flutter_gemma

The Flutter plugin allows running the Gemma AI model locally on a device from a Flutter application.

69.2%
Merge Rate
2d
First Review
100%
1st-Timers
8
Maintainers
A TierTypeScript 114

gmickel/gno

Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM answers, WebUI, REST API and MCP support for AI clients.

81.4%
Merge Rate
-
First Review
100%
1st-Timers
2
Maintainers
A TierRust 271

codecoradev/uteke

🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories with semantic embeddings. Single Rust binary, zero config, fully offline.

88.2%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
A TierRust 17.4k

RyanCodrai/turbovec

A vector index built on TurboQuant, written in Rust with Python bindings

84.1%
Merge Rate
2d
First Review
33%
1st-Timers
7
Maintainers
A TierRust 499

Muvon/octocode

Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.

90.0%
Merge Rate
3d
First Review
100%
1st-Timers
3
Maintainers
A TierJavaScript 126

ctxr-dev/llm-wiki-memory

Local, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. Capture, compile, recall over a local LLM wiki with on-device embeddings and an MCP server.

100.0%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
A TierPython 7.5k

plastic-labs/honcho

Memory library for building stateful agents

53.8%
Merge Rate
11h
First Review
60%
1st-Timers
49
Maintainers
A TierJUJupyter Notebook 1.5k

aws-samples/amazon-bedrock-samples

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models

93.3%
Merge Rate
<1h
First Review
100%
1st-Timers
3
Maintainers
B TierRust 210 3 GFIs

razorblade23/PyCrucible

A robust, cross-platform builder and launcher for Python apps using UV. Built with Rust.

75.0%
Merge Rate
3h
First Review
100%
1st-Timers
1
Maintainers
A TierPHP 1.7k

LLPhant/LLPhant

LLPhant - A comprehensive PHP Generative AI Framework using OpenAI GPT 4. Inspired by Langchain

85.0%
Merge Rate
-
First Review
100%
1st-Timers
2
Maintainers
A TierPython 2.6k

zilliztech/memsearch

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.

48.8%
Merge Rate
11h
First Review
40%
1st-Timers
24
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
A TierJava 105

EBISPOT/ols4

The EMBL-EBI Ontology Lookup Service (OLS)

66.3%
Merge Rate
2d
First Review
0%
1st-Timers
5
Maintainers
B TierC# 104

curiosity-ai/hnsw-sharp

C# library for approximate nearest neighbors search using Hierarchical Navigable Small World graphs

88.9%
Merge Rate
<1h
First Review
100%
1st-Timers
0
Maintainers
A TierRust 118

majiayu000/litellm-rs

Self-hosted Rust LLM gateway with OpenAI-compatible APIs, load balancing, failover, and a reusable Rust kernel.

67.5%
Merge Rate
3h
First Review
100%
1st-Timers
0
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
A TierC# 860

curiosity-ai/catalyst

🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierRust 5.1k

huggingface/text-embeddings-inference

A blazing fast inference solution for text embeddings models

28.6%
Merge Rate
-
First Review
100%
1st-Timers
11
Maintainers
B TierGo 207

amikos-tech/chroma-go

The Go client for Chroma vector database

84.6%
Merge Rate
21h
First Review
100%
1st-Timers
1
Maintainers
B TierPython 2.2k

MinishLab/model2vec

Fast State-of-the-Art Static Embeddings

74.1%
Merge Rate
6d
First Review
50%
1st-Timers
2
Maintainers
A TierTypeScript 4.5k

CaviraOSS/OpenMemory

Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.

83.3%
Merge Rate
-
First Review
50%
1st-Timers
2
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
Best Embeddings Open Source Repositories & C-Rank™ | GetMerged