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

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

100+ Chinese Word Vectors 上百种预训练中文词向量

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3, Qwen3-MoE, DeepSeek-R1, GLM4.5, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Llava, Phi4, ...) (AAAI 2025).

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

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

🔍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/

UltraRAG v2: A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

A curated list of community detection research papers with implementations.

Extensible, parallel implementations of t-SNE

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.

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.

Four word embedding models implemented in Python. Supporting arbitrary context features

Minimum-distortion embedding with PyTorch

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR 2025]

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

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

Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint

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