Here is our curated list of innovative projects ( in no particular order ) that are thriving in machine learning and artificial intelligence
1：privateGPT
Author: imartinez
Github Stars : 16.7K
Description : Harness the power of LLM to ask questions about your documents without an internet connection. 100% private; no data leaves your execution environment at any time. You can extract documents and ask questions without an internet connection!
Link : https://github.com/imartinez/privateGPT
2：Stable Diffusion web UI
Author: AUTOMATIC1111
Github Stars : 75.5K
Description : A browser interface based on the Gradio library for stable diffusion.
Link : https://github.com/AUTOMATIC1111/stable-diffusion-webui#stable-diffusion-web-ui
3： Local AI
Author: go-skynet
Github Stars : 3.5K
Description : LocalAI is a drop-in replacement REST API compatible with the OpenAI API specification for local inference. It allows running models locally or locally using consumer-grade hardware, supporting ggmlmultiple model families compatible with the format.
Link : https://github.com/go-skynet/LocalAI
4：ChatGPT Next Web
Author: Yidadaa
Github Stars : 25.9K
Description : One-click deployment of well-designed ChatGPT Web UI on Vercel.
Link : https://github.com/Yidadaa/ChatGPT-Next-Web
5：DB-GPT
Author: csunny
Github Stars : 555
Description : Use local GPT to interact with your data and environment, no data leakage, 100% private, 100% safe.
Link : https://github.com/csunny/DB-GPT
6：Marvin
Author: PrefectHQ
Github Stars : 2.5K
Description : A battery-included library for building AI-powered software. Marvin's job is to integrate AI directly into your codebase, making it look and feel like any other feature.
Link : https://github.com/PrefectHQ/marvin
7：Pandora
Author: pengzhile
Github Stars : 5.8K
Description : Pandora implements the main operations of the ChatGPT web version. The backend is optimized to bypass Cloudflare, and the speed is gratifying.
Link : https://github.com/pengzhile/pandora
8：doc-GPT
by dissorial
Github Stars : 442
Description : GPT-4 x Pinecone x LangChain x MongoDB
Link : https://github.com/dissorial/doc-chatbot
9：Prompt Engineering Guide
Author: Brex's Github Stars : 3.7K Description : Tips and tricks for using large language models like OpenAI's GPT-4. Link : https://github.com/brexhq/prompt-engineering
10: Rasa open source
Author: RasaHQ Github Stars : 16.3K Description : Rasa is an open source machine learning framework for automating text and speech based conversational links : https://github.com/RasaHQ/rasa
11：JINA AI
Author: jina-ai Github Stars : 18.4K Description : Jina is an MLOps framework for building multimodal AI microservice-based applications written in Python that can communicate via gRPC, HTTP, and WebSocket protocols. Link : https://github.com/jina-ai/jina
12: TVM — Open Deep Learning Compiler Stack
Author: apache Github Stars : 9.7K Description : Apache TVM is a compiler stack for deep learning systems. It aims to bridge the gap between productivity-focused deep learning frameworks and performance- and efficiency-focused hardware backends. Link : https://github.com/apache/tvm
13：TensorFlow Quantum
Author: tensorflow Github Stars : 1.6K Description : TFQ is a Python framework for hybrid quantum-classical machine learning, focusing on modeling quantum data. Link : https://github.com/tensorflow/quantum
14：GPTCache
by zilliztech Github Stars : 3.2K Description : Library link for creating semantic cache for LLM queries : GitHub - zilliztech/GPTCache: Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
15: Agent-LLM (Large Language Model)
Author: Josh-XT Github Stars : 1.4K Description : Agent-LLM is an artificial intelligence automation platform designed to provide efficient AI order management across multiple providers Link : https://github.com/Josh-XT/ Agent-LLM
In an increasingly digital world, it is more important than ever to keep up with the latest technological developments. These GitHub repositories are an excellent resource for anyone who wants to learn, grow, and understand the latest trends and tools in the tech industry.