embedding

There are 27 repositories under embedding topic.

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
chatbot chatchat chatglm chatgpt embedding faiss fastchat gpt knowledge-base langchain langchain-chatglm llama llm milvus ollama qwen rag retrieval-augmented-generation streamlit xinference
Language:Python 36466
PaddleNLP
PaddlePaddle / PaddleNLP
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
bert compression distributed-training document-intelligence embedding ernie information-extraction llama llm neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis transformers uie
Language:Python 12836
Embedding / Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
chinese chinese-word-segmentation embeddings word-embeddings vectors-trained embedding
Language:Python 12109
modelscope / ms-swift
Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 500+ LLMs (Qwen3, Qwen3-MoE, Llama4, GLM4.5, InternLM3, DeepSeek-R1, ...) and 200+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, Llava, GLM4v, Phi4, ...) (AAAI 2025).
deepseek-r1 embedding grpo internvl liger llama llama4 llm lora megatron moe multimodal open-r1 peft qwen3 qwen3-next qwen3-omni qwen3-vl reranker sft
Language:Python 10939
myreader-io / myGPTReader
A community-driven way to read and chat with AI bots - powered by chatGPT.
chatgpt slack-bot prompt crawler embedding gpt-35-turbo scraper ai reader hot-news daily-news openai
Language:Python 4443
zilliztech / claude-context
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
agent agentic-rag ai-coding claude-code code-generation code-search cursor embedding gemini-cli mcp merkle-tree nodejs openai rag semantic-search typescript vector-database vibe-coding voyage-ai vscode-extension
Language:TypeScript 4409
infiniflow / infinity
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.
ai-native approximate-nearest-neighbor-search bm25 cpp20 cpp20-modules embedding full-text-search hnsw hybrid-search information-retrival multi-vector nearest-neighbor-search rag search-engine tensor-database vector vector-database vector-search vectordatabase
Language:C++ 4174
embedding-atlas
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.
embedding visualization
Language:TypeScript 4028
adambielski / siamese-triplet
Siamese and triplet networks with online pair/triplet mining in PyTorch
machine-learning deep-learning siamese-network triplet-loss contrastive-loss pytorch embedding triplet-network learning-embeddings
Language:Python 3158
telegram-search
groupultra / telegram-search
🔍 Search your telegram messages wisely | 搜索您的 Telegram 聊天记录
embedding telegram telegram-bot mcp
Language:TypeScript 3119
run-llama / LlamaIndexTS
Data framework for your LLM applications. Focus on server side solution
agent chatbot claude-ai create-llama embedding groq-ai javascript llama llama-index llama3 llamaindex llm node nodejs openai react typescript
Language:TypeScript 2944
devflowinc / trieve
All-in-one platform for search, recommendations, RAG, and analytics offered via API
actix actix-web ai artificial-intelligence diesel embedding hacktoberfest llm postgresql qdrant qdrant-vector-database rag retrieval-augmented-generation rust search search-engine solidjs tailwindcss vector-search
Language:Rust 2550
awesome-community-detection
benedekrozemberczki / awesome-community-detection
A curated list of community detection research papers with implementations.
graph-clustering network-clustering clustering dimensionality-reduction factorization embedding deep-learning matrix-factorization igraph networkx bigclam network-science social-network network-analysis node2vec deepwalk unsupervised-learning data-science machine-learning community-detection
Language:Python 2410
OpenBMB / UltraRAG
UltraRAG 2.0: Less Code, Lower Barrier, Faster Deployment! MCP-based low-code RAG framework, enabling researchers to build complex pipelines to creative innovation.
embedding llm rag bge-m3 easy mcp mcp-client mcp-server openai vllm gpt qwen deepseek jina sentence-transformers
Language:Python 1793
node-llama-cpp
withcatai / node-llama-cpp
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
ai bindings catai llama llama-cpp llm nodejs prebuilt-binaries grammar gguf cuda metal json-schema cmake cmake-js self-hosted embedding function-calling gpu vulkan
Language:TypeScript 1731
pavlin-policar / openTSNE
Extensible, parallel implementations of t-SNE
tsne visualization machine-learning dimensionality-reduction embedding
Language:Python 1573
all-in-rag
datawhalechina / all-in-rag
🔍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/
ai deepseek embedding kimi-k2 langchain llama-index llm milvus multimodal neo4j python rag
Language:Python 1383
vercel / modelfusion
The TypeScript library for building AI applications.
ai artificial-intelligence chatbot claude dall-e embedding gpt-3 huggingface javascript js llamacpp llm mistral multi-modal ollama openai stable-diffusion ts typescript whisper
Language:TypeScript 1302
onestardao / WFGY
WFGY 2.0. Semantic Reasoning Engine for LLMs (MIT). Fixes RAG/OCR drift, collapse & “ghost matches” via symbolic overlays + logic patches. Autoboot; OneLine & Flagship. ⭐ Star if you explore semantic RAG or hallucination mitigation.
alignment embedding knowledge-graph llm open-source reasoning semantic-engine semantic-inference transformer txt-os wanfaguiyi semantic-resonance semantic-tension ai-interpretability hallucination rag semantic-residue symbolic-reasoning
Language:Python 1243
myscale / MyScaleDB
A @ClickHouse fork that supports high-performance vector search and full-text search.
embedding search-engine sql vector-search vectordb myscaledb sql-vector big-data llm rag ann similarity-search image-search unstructured-analytics
Language:C++ 994
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.
chatgpt embedding gpt-35-turbo news-extractor newspaper openai pgvector postgresql vector-database faiss ai gpt crawler docx pdf
Language:Python 911
zhezhaoa / ngram2vec
Four word embedding models implemented in Python. Supporting arbitrary context features
ngram word2vec ngram2vec embedding analogy chinese glove ppmi svd n-gram word word-embedding
Language:Python 849
ContextualAI / gritlm
Generative Representational Instruction Tuning
embeddings grit information-retrieval instruction-tuning llm llms mteb retrieval sbert sgpt text-embedding embedding embedding-models
Language:Jupyter Notebook 677
OysterQAQ / ACG2vec
ACG2vec (Anime Comics Games to vector) are committed to creating a playground that combines ACG and Deep learning.（文本语义检索、以图搜图、语义搜图、图片超分辨率、推荐系统）
acg deep-learning embedding feature-extraction keras tensorflow anime image-search image-super-resolution
572
llm-tools / embedJs
A NodeJS RAG framework to easily work with LLMs and embeddings
embedding embeddings gpt gpt-4 llm openai vector-database ai chatgpt cohere huggingface large-language-models rag mistral pinecone claude ollama vertex-ai gpt-4o
Language:TypeScript 567
shawroad / NLP_pytorch_project
Embedding, NMT, Text_Classification, Text_Generation, NER etc.
nlp-pytorch text-classification nmt seq2seq chatbot text-generation mrc embedding ner
Language:Python 566
cvxgrp / pymde
Minimum-distortion embedding with PyTorch
embedding visualization feature-vectors machine-learning dimensionality-reduction graph-embedding pytorch cuda gpu
Language:Python 562
marl / openl3
OpenL3: Open-source deep audio and image embeddings
audio embedding embedding-models deep-learning machine-listening image-embeddings image
Language:Jupyter Notebook 552
cvqluu / Angular-Penalty-Softmax-Losses-Pytorch
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
metric-learning pytorch loss-functions loss-function embedding face-verification fashion-mnist fmnist-dataset face-recognition speaker-recognition sphereface arcface normface am-softmax
Language:Python 494
chipper
TilmanGriesel / chipper
✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)
embedding llm llm-inference ollama ollama-api ollama-client ollama-gui rag retrival-augmented-generation hugging-face huggingface deepseek-r1 deepseek deepseek-chat llama3 phi4 agent agentic-ai
Language:Python 471
TIGER-AI-Lab / VLM2Vec
This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR 2025]
benchmark contrastive-learning embedding image-retrieval mmeb multimodal rag representation-learning video-retrieval visual-document-retrieval vlm
Language:Python 460
luyug / GradCache
Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint
jax flax contrastive-learning pytorch deep-learning embedding large-language-models vector-database
Language:Python 414
guangzhengli / vectorhub
Quickly and easily build AI website or application by using embeddings!
chatgpt chatpdf embedding embeddings gpt gpt-3 nextjs supabase vector vector-database
Language:TypeScript 386
aquila
Aquila-Network / aquila
An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
feature-vectors similarity-search knn-search information-retrieval neural-information-retrieval vector-database approximate-nearest-neighbor-search search-engine nearest-neighbor-search embedding similarity-searches video-search image-search aquila retrieval faiss neural-search information-retrieval-engine
Language:HTML 380
PaddlePaddle / ERNIE-SDK
ERNIE Bot Agent is a Large Language Model (LLM) Agent Framework, powered by the advanced capabilities of ERNIE Bot and the platform resources of Baidu AI Studio.
chatcompletion embedding ernie-bot function-calling sdk agent llm
Language:Jupyter Notebook 376
LnYo-Cly / ai4j
一款JavaSDK用于快速接入AI大模型应用，整合多平台大模型，如OpenAi、智谱Zhipu(ChatGLM)、深度求索DeepSeek、月之暗面Moonshot(Kimi)、腾讯混元Hunyuan、零一万物(01)等等，提供统一的输入输出(对齐OpenAi)消除差异化，优化函数调用(Tool Call)，优化RAG调用、支持向量数据库(Pinecone)、内置联网增强，并且支持JDK1.8，为用户提供快速整合AI的能力。
chatgpt java openai sdk ai4j ollama deepseek chatglm kimi hunyuan embedding whisper chatgpt-api mcp
Language:Java 363