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

Star147k

Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models.

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

UpdatedJul 18, 2025
Go

open-webui /open-webui

Star103k

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

UpdatedJul 18, 2025
JavaScript

microsoft /generative-ai-for-beginners

Star92k

21 Lessons, Get Started Building with Generative AI 🔗https://microsoft.github.io/generative-ai-for-beginners/

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

UpdatedJul 14, 2025
Jupyter Notebook

Shubhamsaboo /awesome-llm-apps

Star50.5k

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

python rag llms

UpdatedJul 14, 2025
Python

unslothai /unsloth

Sponsor

Star42.3k

Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train Qwen3, Llama 4, DeepSeek-R1, Gemma 3, TTS 2x faster with 70% less VRAM.

agent text-to-speech ai pytorch tts openai llama lora gemma mistral fine-tuning llm llms qwen deepseek unsloth llama3 deepseek-r1 gemma3 qwen3

UpdatedJul 18, 2025
Python

GokuMohandas /Made-With-ML

Star41k

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

LC044 /WeChatMsg

Star39.8k

wechat pyqt llms chatgpt

UpdatedApr 26, 2025

mindsdb /mindsdb

Star34.6k

AI's query engine - Platform for building AI that can answer questions over large scale federated data. - The only MCP Server you'll ever need

ai mcp databases agi agents rag artificial-inteligence llms

UpdatedJul 18, 2025
Python

crewAIInc /crewAI

Star34.4k

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

UpdatedJul 18, 2025
Python

TabbyML /tabby

Star31.8k

Self-hosted AI coding assistant

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

UpdatedJul 18, 2025
Rust

microsoft /graphrag

Star26.6k

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

gpt rag gpt-4 gpt4 llm llms graphrag

UpdatedJul 18, 2025
Python

Cinnamon /kotaemon

Star22.8k

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

open-source chatbot rag llms

UpdatedJul 4, 2025
Python

assafelovic /gpt-researcher

Star22.4k

LLM based autonomous agent that conducts deep local and web research on any topic and generates a long report with citations.

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

UpdatedJul 15, 2025
Python

chroma-core /chroma

Star21.1k

the AI-native open-source embedding database

embeddings document-retrieval llms

UpdatedJul 18, 2025
Rust

NirDiamant /RAG_Techniques

Sponsor

Star19k

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

UpdatedJul 16, 2025
Jupyter Notebook

transitive-bullshit /agentic

Sponsor

Star17.8k

Agentic is RapidAPI for LLM Tools. Your API ⇒ Paid MCP. Instantly.

ai openai agents llms

UpdatedJul 18, 2025
TypeScript

jlowin /fastmcp

Star14.8k

🚀 The fast, Pythonic way to build MCP servers and clients

python mcp agents llms model-context-protocol mcp-servers mcp-tools fastmcp mcp-clients

UpdatedJul 18, 2025
Python

NirDiamant /GenAI_Agents

Sponsor

Star14.7k

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.

ai tutorials openai agents llm llms langchain genai langgraph