Popular GitHub Repositories for Building And Evaluating Advanced Rag Applications

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

? Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

Elixir implementation of a LangChain style framework that lets Elixir projects integrate with and leverage LLMs.

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

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

Tensors and Dynamic neural networks in Python with strong GPU acceleration

? Light and Fast AI Assistant. Support: Web | iOS | MacOS | Android | Linux | Windows

ComfyUI docker images for use in GPU cloud and local environments. Includes AI-Dock base for authentication and improved user experience.

GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

real time face swap and one-click video deepfake with only a single image

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

Examples and guides for using the OpenAI API

? Lobe Chat - an open-source, modern-design AI chat framework. Supports Multi AI Providers( OpenAI / Claude 3 / Gemini / Ollama / DeepSeek / Qwen), Knowledge Base (file upload / knowledge management / RAG ), Multi-Modals (Plugins/Artifacts) and Thinking. One-click FREE deployment of your private ChatGPT/ Claude / DeepSeek application.

? Empowering everyone to build reliable and efficient smart contracts.

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

? Guides, papers, lecture, notebooks and resources for prompt engineering

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

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

? ChatGPT Desktop Application (Mac, Windows and Linux)