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#embedding (18 Repositories)

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

Topic Avg Merge Rate

45.9%

Avg Review Latency

46.2h

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18 repositories tagged #embedding

A TierTypeScript 27.9k 6 GFIs

TencentCloud/TencentDB-Agent-Memory

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.

7.8%
Merge Rate
-
First Review
8%
1st-Timers
109
Maintainers
A TierJavaScript 229 6 GFIs

nirholas/three.ws

Open-source platform for 3D AI agents. Turn text or a photo into a rigged, animated GLB avatar, give it an LLM brain, memory and a wallet, and embed it anywhere with one web component. Remote MCP server, x402 payments, Three.js, browser-native.

67.6%
Merge Rate
3h
First Review
50%
1st-Timers
2
Maintainers
A TierPython 15.8k

modelscope/ms-swift

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, ...) (AAAI 2025).

71.8%
Merge Rate
-
First Review
53%
1st-Timers
50
Maintainers
A TierPython 424 1 GFIs

redis/redis-vl-python

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

64.9%
Merge Rate
10h
First Review
40%
1st-Timers
14
Maintainers
A TierTypeScript 4.1k

groupultra/telegram-search

🔍 导出并模糊搜索 Telegram 聊天记录 | Export and fuzzy search your Telegram chat history

66.7%
Merge Rate
-
First Review
100%
1st-Timers
2
Maintainers
B TierJava 433

LnYo-Cly/ai4j

Java 8+ agentic SDK: unified LLM access (OpenAI/Anthropic/DashScope/Doubao/DeepSeek...),unified AI service(image/video/audio...), Tool Calling, MCP, RAG, SKILLS,Agent Runtime, A2A, agent blueprint, agent harness, and a built-in Coding Agent CLI/TUI/ACP.

95.7%
Merge Rate
17d
First Review
100%
1st-Timers
1
Maintainers
B TierPython 5.7k

OpenBMB/UltraRAG

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

47.7%
Merge Rate
5d
First Review
33%
1st-Timers
1
Maintainers
B TierPython 175

lumpenspace/raft

RAFT, or Retrieval-Augmented Fine-Tuning, is a method comprising of a fine-tuning and a RAG-based retrieval phase. It is particularly suited for the creation of agents that realistically emulate a specific human target.

71.4%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierPython 678

TIGER-AI-Lab/VLM2Vec

This repo contains the code for "VLM2Vec / MMEB" [ICLR 2025], "VLM2Vec-V2 / MMEB-V2" [TMLR 2026], and "MMEB-V3" [COLM 2026]

100.0%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
B TierPython 918

SkywalkerDarren/chatWeb

ChatWeb can crawl web pages, read PDF, DOCX, TXT, and extract the main content, then answer your questions based on the content, or summarize the key points.

100.0%
Merge Rate
7d
First Review
0%
1st-Timers
0
Maintainers
B TierTypeScript 5.0k

apple/embedding-atlas

Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.

33.3%
Merge Rate
2d
First Review
0%
1st-Timers
2
Maintainers
B TierRust 771

CodeBendKit/codeseek

Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as native MCP tools for Claude Code and Codex CLI.

100.0%
Merge Rate
2h
First Review
0%
1st-Timers
1
Maintainers
D TierPython 485

TilmanGriesel/chipper

✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
1
Maintainers
D TierPython 38.7k

chatchat-space/Langchain-Chatchat

Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

0.0%
Merge Rate
3d
First Review
0%
1st-Timers
3
Maintainers
D TierHTML 379

Aquila-Network/aquila

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

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 499

cvqluu/Angular-Penalty-Softmax-Losses-Pytorch

Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierGo 383

RealAlexandreAI/json-repair

🔧 Repair JSON!Solution for JSON Anomalies from LLMs.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierRust 2.7k

devflowinc/trieve

All-in-one platform for search, recommendations, RAG, and analytics offered via API

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