llms

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

Star158k

Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models.

go golang llama gemma mistral llm llms llava llama2 ollama qwen deepseek llama3 phi4 gemma3 gemma3n gpt-oss

UpdatedDec 17, 2025
Go

open-webui /open-webui

Star118k

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

UpdatedDec 16, 2025
Svelte

microsoft /generative-ai-for-beginners

Star104k

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

UpdatedDec 17, 2025
Jupyter Notebook

Shubhamsaboo /awesome-llm-apps

Star83.2k

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

python rag llms

UpdatedDec 4, 2025
Python

dair-ai /Prompt-Engineering-Guide

Sponsor

Star67.9k

🐙 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

UpdatedDec 17, 2025
MDX

unslothai /unsloth

Sponsor

Star49.5k

Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, 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

UpdatedDec 17, 2025
Python

GokuMohandas /Made-With-ML

Star45.1k

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

UpdatedAug 18, 2024
Jupyter Notebook

crewAIInc /crewAI

Star41.5k

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

UpdatedDec 17, 2025
Python

LC044 /WeChatMsg

Star40.2k

wechat pyqt llms chatgpt

UpdatedApr 26, 2025

mindsdb /mindsdb

Star38k

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

UpdatedDec 17, 2025
Python

666ghj /BettaFish

Star33k

微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。

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

UpdatedDec 17, 2025
Python

TabbyML /tabby

Star32.6k

Self-hosted AI coding assistant

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

UpdatedDec 15, 2025
Rust

microsoft /graphrag

Star29.8k

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

gpt rag gpt-4 gpt4 llm llms graphrag

UpdatedDec 16, 2025
Python

chroma-core /chroma

Star25k

Open-source search and retrieval database for AI applications.

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

UpdatedDec 17, 2025
Rust

Cinnamon /kotaemon

Star24.8k

An open-source RAG-based tool for chatting with your documents.

open-source chatbot rag llms

UpdatedJul 4, 2025
Python

assafelovic /gpt-researcher

Star24.5k

An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations.

python search agent automation research ai mcp webscraping llms mcp-server deepresearch

UpdatedDec 14, 2025
Python

NirDiamant /RAG_Techniques

Sponsor

Star23.6k

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