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#

embedding

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Embeddings are numerical representations of data that capture semantic meaning for AI and machine learning systems. They convert data such as text, images, or audio into numerical vectors, allowing AI systems to measure similarity, understand context, and power applications such as semantic search, recommendation systems, clustering, and Retrieval-Augmented Generation (RAG).

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chatchat-space / Langchain-Chatchat

Star 38.7k

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

chatbot llama gpt knowledge-base embedding faiss rag milvus streamlit llm chatgpt langchain chatglm fastchat retrieval-augmented-generation ollama qwen langchain-chatglm chatchat xinference
  • Updated Nov 10, 2025
  • Python

TencentCloud / TencentDB-Agent-Memory

Star 30.8k

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.

agent memory embedding long-term-memory vector-search local-first ai-agent llm openclaw-plugin
  • Updated Nov 10, 2026
  • TypeScript
turbovec

RyanCodrai / turbovec

Star 17.5k

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

python rust neon embeddings simd nearest-neighbor quant ann quantization avx512 embedding faiss rag vector-search turboquant
  • Updated Oct 7, 2026
  • Rust

modelscope / ms-swift

Star 16.1k

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).

moe glm lora embedding liger peft kimi multimodal reranker sft megatron llm qwen deepseek grpo qwen3 qwen3-vl qwen3-omni jev
  • Updated Nov 12, 2026
  • Python
all-in-rag

datawhalechina / all-in-rag

Star 13.1k

🔍大模型应用开发实战一:RAG 技术全栈指南,在线阅读地址:https://datawhalechina.github.io/all-in-rag/

python ai neo4j embedding multimodal rag milvus llm langchain llama-index deepseek kimi-k2
  • Updated Sep 30, 2026
  • Python
PaddleNLP

PaddlePaddle / PaddleNLP

Star 13k

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

nlp search-engine compression sentiment-analysis transformers information-extraction question-answering llama pretrained-models embedding bert semantic-analysis distributed-training ernie neural-search uie document-intelligence paddlenlp llm
  • Updated May 23, 2026
  • Python

zilliztech / claude-context

Star 12.7k

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

nodejs agent typescript mcp code-search openai vscode-extension code-generation cursor merkle-tree semantic-search embedding rag vector-database gemini-cli agentic-rag voyage-ai ai-coding vibe-coding claude-code
  • Updated Nov 12, 2026
  • TypeScript

Embedding / Chinese-Word-Vectors

Star 12.3k

100+ Chinese Word Vectors 上百种预训练中文词向量

word-embeddings embeddings chinese embedding chinese-word-segmentation vectors-trained
  • Updated Oct 30, 2023
  • Python
UltraRAG

OpenBMB / UltraRAG

Star 5.7k

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

flask demo ui mcp openai easy gpt embedding vlm multimodal rag sentence-transformers huggingface-transformers llm vllm qwen deepseek
  • Updated Nov 12, 2026
  • Python
embedding-atlas

apple / embedding-atlas

Star 5k

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

visualization embedding
  • Updated Nov 6, 2026
  • TypeScript

infiniflow / infinity

Star 4.8k

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

search-engine vector nearest-neighbor-search full-text-search approximate-nearest-neighbor-search embedding bm25 information-retrival cpp20 rag hnsw vector-search vector-database hybrid-search cpp20-modules ai-native tensor-database vectordatabase multi-vector
  • Updated Nov 12, 2026
  • C++

myreader-io / myGPTReader

Star 4.4k

A community-driven way to read and chat with AI bots - powered by chatGPT.

crawler scraper ai prompt openai reader slack-bot embedding daily-news hot-news chatgpt gpt-35-turbo
  • Updated Feb 5, 2026
  • Python
telegram-search

groupultra / telegram-search

Star 4.1k

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

ai telegram telegram-bot mcp embedding ai-agent
  • Updated Nov 9, 2026
  • TypeScript

adambielski / siamese-triplet

Star 3.2k

Siamese and triplet networks with online pair/triplet mining in PyTorch

machine-learning deep-learning pytorch embedding triplet-loss siamese-network contrastive-loss triplet-network learning-embeddings
  • Updated Apr 29, 2023
  • Python

run-llama / LlamaIndexTS

Star 3.1k

Data framework for your LLM applications. Focus on server side solution

react nodejs javascript agent node typescript chatbot openai llama embedding llm llama-index claude-ai llamaindex groq-ai llama3 create-llama
  • Updated Mar 11, 2026
  • TypeScript

devflowinc / trieve

Star 2.7k

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

search rust search-engine ai postgresql artificial-intelligence diesel hacktoberfest embedding solidjs actix tailwindcss actix-web rag vector-search qdrant llm qdrant-vector-database retrieval-augmented-generation
  • Updated Jan 25, 2026
  • Rust
awesome-community-detection

benedekrozemberczki / awesome-community-detection

Sponsor
Star 2.5k

A curated list of community detection research papers with implementations.

data-science machine-learning deep-learning social-network clustering community-detection network-science deepwalk matrix-factorization networkx dimensionality-reduction factorization network-analysis unsupervised-learning igraph embedding graph-clustering node2vec network-clustering bigclam
  • Updated Dec 20, 2025
  • Python
node-llama-cpp

withcatai / node-llama-cpp

Star 2.2k

Run AI models locally on your machine with node.js bindings for llama.cpp. Enforce a JSON schema on the model output on the generation level

nodejs cmake ai metal json-schema gpu vulkan grammar cuda self-hosted bindings llama embedding cmake-js prebuilt-binaries llm llama-cpp catai function-calling gguf
  • Updated Nov 5, 2026
  • TypeScript

pavlin-policar / openTSNE

Star 1.6k

Extensible, parallel implementations of t-SNE

visualization machine-learning dimensionality-reduction tsne embedding
  • Updated Nov 2, 2026
  • Python

vercel / modelfusion

Star 1.3k

The TypeScript library for building AI applications.

javascript typescript ai js chatbot ts artificial-intelligence openai multi-modal whisper embedding mistral claude huggingface gpt-3 dall-e llm stable-diffusion llamacpp ollama
  • Updated Jul 19, 2024
  • TypeScript
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Website
github.com/topics/embeddings
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artificial-intelligence machine-learning natural-language-processing
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