llms

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A large language model (LLM) is a type of machine learning model designed for understanding, generating, and interacting with human language. These models are trained on extensive datasets containing text from books, articles, websites, and other sources to learn patterns, context, and semantics in language. LLMs are widely used in applications like chatbots, code generation, translation, summarization, and more. They are often built using transformer architectures and are central to the field of generative AI.

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ollama / ollama

Star 163k

Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

go golang llama glm minimax gemma mistral llm llms ollama qwen deepseek llama3 gemma3 gpt-oss

Updated Feb 23, 2026
Go

open-webui / open-webui

Star 125k

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

ui ai mcp openapi self-hosted openai webui rag llm llms ollama llm-ui ollama-webui llm-webui open-webui

Updated Feb 23, 2026
Python

microsoft / generative-ai-for-beginners

Star 107k

21 Lessons, Get Started Building with Generative AI

ai azure transformers openai gpt language-model semantic-search dall-e prompt-engineering llms generative-ai generativeai chatgpt microsoft-for-beginners

Updated Feb 23, 2026
Jupyter Notebook

Shubhamsaboo / awesome-llm-apps

Star 96.6k

Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

python agents rag llms

Updated Feb 17, 2026
Python

dair-ai / Prompt-Engineering-Guide

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Star 70.7k

Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

agent deep-learning openai language-model agents ai-agents rag prompt-engineering llms generative-ai chatgpt

Updated Feb 1, 2026
MDX

unslothai / unsloth

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Star 52.6k

Fine-tuning & Reinforcement Learning for LLMs. Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM.

agent text-to-speech reinforcement-learning tts openai llama gemma mistral fine-tuning voice-cloning llm llms qwen deepseek unsloth llama3 deepseek-r1 gemma3 qwen3 gpt-oss

Updated Feb 23, 2026
Python

GokuMohandas / Made-With-ML

Star 46.4k

Learn how to design, develop, deploy and iterate on production-grade ML applications.

python data-science machine-learning natural-language-processing deep-learning pytorch data-engineering ray data-quality distributed-training mlops distributed-ml llms

Updated Aug 18, 2024
Jupyter Notebook

crewAIInc / crewAI

Star 44.5k

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

ai agents ai-agents llms aiagentframework

Updated Feb 21, 2026
Python

LC044 / WeChatMsg

Star 40.5k

wechat pyqt llms chatgpt

Updated Dec 30, 2025

mindsdb / mindsdb

Star 38.6k

Federated Query Engine for AI - The only MCP Server you'll ever need

mysql bigquery ai analytics mcp postgresql databases business-intelligence mssql agents hacktoberfest rag artificial-inteligence llms

Updated Feb 22, 2026
Python

666ghj / BettaFish

Star 35.7k

Wei Yu :Ren Ren Ke Yong De Duo AgentYu Qing Fen Xi Zhu Shou ,Da Po Xin Xi Chong Fang ,Huan Yuan Yu Qing Yuan Mao ,Yu Ce Wei Lai Zou Xiang ,Fu Zhu Jue Ce !Cong 0Shi Xian ,Bu Yi Lai Ren He Kuang Jia .

nlp sentiment-analysis python3 data-analysis deep-search multi-agent-system agent-framework public-opinion-analysis llms deep-research

Updated Feb 11, 2026
Python

TabbyML / tabby

Star 32.9k

Self-hosted AI coding assistant

ai ide developer-tools codegen developer-experience coding-language coding-assistant llms gen-ai

Updated Feb 14, 2026
Rust

microsoft / graphrag

Star 31k

A modular graph-based Retrieval-Augmented Generation (RAG) system

gpt rag gpt-4 gpt4 llm llms graphrag

Updated Feb 20, 2026
Python

patchy631 / ai-engineering-hub

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Star 30.5k

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

machine-learning ai mcp agents rag llms

Updated Jan 30, 2026
Jupyter Notebook

chroma-core / chroma

Star 26.2k

Open-source search and retrieval database for AI applications.

rust database ai embeddings rust-lang document-retrieval rag vector-database llm llms

Updated Feb 23, 2026
Rust

NirDiamant / RAG_Techniques

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Star 25.6k

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

python ai tutorials rag llm llms langchain llama-index opeani