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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

43.4%

Avg Review Latency

20.6h

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30 repositories tagged #embeddings

B TierRust 164

mirkobozzetto/flowflow

Agentic Voice Notes for iPhone and macOS - Rust, Dioxus, LanceDB + RIG + SQLite

100.0%
Merge Rate
9h
First Review
100%
1st-Timers
0
Maintainers
S TierTypeScript 1.2k

s2b-dev/smart-second-brain

An Obsidian plugin to interact with your privacy focused AI-Assistant making your second brain even smarter!

96.1%
Merge Rate
<1h
First Review
100%
1st-Timers
2
Maintainers
B TierGo 207

amikos-tech/chroma-go

The Go client for Chroma vector database

96.2%
Merge Rate
3h
First Review
100%
1st-Timers
0
Maintainers
B TierRust 235

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.

91.0%
Merge Rate
6d
First Review
100%
1st-Timers
1
Maintainers
A TierRust 16.5k

RyanCodrai/turbovec

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

85.9%
Merge Rate
2d
First Review
67%
1st-Timers
6
Maintainers
A TierPython 2.5k

zilliztech/memsearch

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

58.3%
Merge Rate
9h
First Review
80%
1st-Timers
16
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
14h
First Review
50%
1st-Timers
2
Maintainers
B TierRust 137

tiylabs/tiygate

TiyGate is a lightweight gateway for highly available LLM services. 一款致力于提供高可用 LLM 服务的轻量级网关。

85.7%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
A TierPython 6.0k

MinishLab/semble

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

84.4%
Merge Rate
2d
First Review
40%
1st-Timers
6
Maintainers
B TierGo 20.9k

Tencent/WeKnora

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

69.2%
Merge Rate
3d
First Review
47%
1st-Timers
71
Maintainers
B TierPython 12.1k

FlagOpen/FlagEmbedding

Retrieval and Retrieval-augmented LLMs

62.5%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
B TierTypeScript 108.6k

supabase/supabase

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

70.5%
Merge Rate
2d
First Review
44%
1st-Timers
92
Maintainers
B TierTypeScript 12.8k

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.

67.1%
Merge Rate
2d
First Review
48%
1st-Timers
30
Maintainers
B TierRuby 4.3k

crmne/ruby_llm

One delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG apps, and multimodal workflows in beautiful, expressive code.

66.7%
Merge Rate
8h
First Review
67%
1st-Timers
1
Maintainers
B TierPython 239 1 GFIs

scarletkc/vexor

A semantic search engine for files and code.

33.3%
Merge Rate
7h
First Review
0%
1st-Timers
0
Maintainers
B TierRust 106

VeraTools/Vera

Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs entirely offline, and returns structured results with file paths, line ranges, and symbol metadata. Built in Rust.

11.8%
Merge Rate
2h
First Review
0%
1st-Timers
3
Maintainers
B TierRust 277

lux-db/lux

A Redis-compatable key-value store. Up to 10x faster. Native vector support.

60.0%
Merge Rate
5d
First Review
50%
1st-Timers
2
Maintainers
C TierPython 243

Laurent00TT/PharosRAG

Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
1
Maintainers
C TierScala 395

alexklibisz/elastiknn

Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

80.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierShell 135

hwdsl2/self-hosted-ai-stack

Deploy a complete self-hosted AI stack with Docker Compose: Ollama, LiteLLM, AnythingLLM, Whisper, WhisperLive, Kokoro, Embeddings, Docling and MCP Gateway. Local-first, private by default, with lightweight stacks, optional HTTPS and NVIDIA CUDA acceleration. Multi-arch: amd64, arm64.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierRust 108

linggen/linggen-memory

Local-first semantic memory for AI assistants — one store your preferences, decisions and gotchas follow you into, across Claude Code, Codex, Cursor and Zed.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierScala 342

derrickburns/generalized-kmeans-clustering

Production-ready K-Means clustering for Apache Spark with pluggable Bregman divergences (KL, Itakura-Saito, L1, etc). 6 algorithms, 740 tests, cross-version persistence. Drop-in replacement for MLlib with mathematically correct distance functions for probability distributions, spectral data, and count data.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 105

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.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierGo 252

liliang-cn/cortexdb

A pure-Go, single-file AI memory and knowledge graph library and plugin.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierRust 1.5k

postgresml/korvus

Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.

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

featureform/featureform

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 132

notoriouslab/vault-curate

Find, connect, rediscover your notes — a local-first second brain for Obsidian. Semantic search with strong Chinese/CJK, relation graphs and semantic paths for connections you never drew, Hot/Cold rediscovery of forgotten notes. Desktop builds the index; phones and tablets search it. No API keys.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierRust 439

m1guelpf/tinyvector

A tiny embedding database in pure Rust.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 320

NyanNyanovich/nyan

Automatic news aggregator in Telegram / Автоматический агрегатор новостей в Телеграме

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 219

hassancs91/SimplerLLM

Python library for building with LLMs. One interface across 11 providers (OpenAI, Anthropic, Gemini, DeepSeek, Ollama and more), automatic failover, Pydantic-validated structured output, embeddings with vector search, and an AI-powered router. pip install simplerllm

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