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

Python SDK, Proxy Server to call 100 LLM APIs using the OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80 languages recognition, provide data annotation and synthesis tools, support training and…

Collection of useful machine learning codes and snippets (originally intended for my personal use)

Pigment CSS is a zero-runtime CSS-in-JS library that extracts the colocated styles to their own CSS files at build time.

WebUI for Fine-Tuning and Self-hosting of Open-Source Large Language Models for Coding

4M: Massively Multimodal Masked Modeling

An extremely fast Python linter and code formatter, written in Rust.

Efficiently Fine-Tune 100 LLMs in WebUI (ACL 2024)

An open-source & self-hostable Heroku / Netlify / Vercel alternative.

Mora: More like Sora for Generalist Video Generation

An application for running LLMs locally on your device, with your documents, facilitating detailed citations in generated responses.

User-friendly WebUI for LLMs (Formerly Ollama WebUI)

Enhanced ChatGPT Clone: Features Anthropic, OpenAI, Assistants API, Azure, Groq, GPT-4o, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, langchain, DALL-E-3, …

Distribute and run LLMs with a single file.

Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

Improved file parsing for LLM’s

If you're new to DDD and not sure where to start, this process will guide you step-by-step

Creates diagrams from textual descriptions!

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

Quarkus: Supersonic Subatomic Java.

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

Interactively explore unstructured datasets from your dataframe.

DSPy: The framework for programming—not prompting—foundation models

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

Authentication, simple and clean

A smarter cd command. Supports all major shells.

Beautifully designed components that you can copy and paste into your apps. Accessible. Customizable. Open Source.