Top Trending Github Projects of 04/06/2023: Discovering the Latest and Greatest in Open Source Development
Projects that have already appeared in previous Github ranking lists will not display details, please refer to previous lists for information.
Rank #1 yoheinakajima/babyagi
https://github.com/yoheinakajima/babyagi
Language: Python
Stars: 2,186(460 stars today) Forks:280
Babyagi is a Python script that demonstrates an AI-powered task management system. The system utilizes OpenAI and Pinecone APIs to create, prioritize, and execute tasks based on a predefined objective. The script uses natural language processing capabilities of OpenAI to generate new tasks based on the objective and Pinecone to store and retrieve task results for context. The script runs an infinite loop that pulls the first task from the task list, sends it to the execution agent, enriches the result, and creates new tasks based on the objective and the result of the previous task. The prioritization agent reprioritizes the task list based on the ID of the current task. The script can be applied in various fields where there is a need for task management systems that utilize AI and NLP capabilities. It has commercial applications in project management, customer service, and automated decision-making systems.
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Rank #2 Torantulino/Auto-GPT
https://github.com/Torantulino/Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
Language: Python
Stars: 10,660(2,554 stars today) Forks:1,085
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Rank #3 microsoft/JARVIS
https://github.com/microsoft/JARVIS
JARVIS, a system to connect LLMs with ML community
Language: Python
Stars: 8,242(2,310 stars today) Forks:505
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Rank #4 lm-sys/FastChat
https://github.com/lm-sys/FastChat
The release repo for “Vicuna: An Open Chatbot Impressing GPT-4”
Language: Python
Stars: 8,387(1,702 stars today) Forks:777
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Rank #5 OptimalScale/LMFlow
https://github.com/OptimalScale/LMFlow
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Language Model for All.
Language: JavaScript
Stars: 3,090(459 stars today) Forks:259
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Rank #6 pandas-dev/pandas
https://github.com/pandas-dev/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Language: Python
Stars: 37,750(36 stars today) Forks:16,020
Pandas is a powerful Python data analysis toolkit that provides fast, flexible, and expressive data structures designed to make working with “relational” or “labeled” data easy and intuitive. It is a fundamental high-level building block for doing practical, real-world data analysis in Python and is well on its way towards becoming the most powerful and flexible open-source data analysis/manipulation tool available in any language. Pandas can be applied in various fields such as finance, healthcare, social media, retail, and many more, where there is a need for data manipulation, cleaning, and analysis. It has commercial applications in data-driven decision-making, business intelligence, and data science. Some of the main features of pandas include easy handling of missing data, size mutability, powerful group-by functionality, and intelligent label-based slicing.
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Rank #7 terrastruct/d2
https://github.com/terrastruct/d2
D2 is a modern diagram scripting language that turns text to diagrams.
Language: Go
Stars: 12,553(98 stars today) Forks:251
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Rank #8 iDvel/rime-ice
https://github.com/iDvel/rime-ice
Rime 配置：雾凇拼音 | 长期维护的简体词库
Language: Go
Stars: 1,745(330 stars today) Forks:138
The project is called “Wusong Pinyin.” It is a Chinese input method editor (IME) that allows users to input Chinese characters using the pinyin system. The project offers various features, including simplified and traditional Chinese character input, double-pinyin input, English input, and emoji support. It also provides several dictionaries, including the 8105 Chinese character table, the Modern Chinese Common Word List, and the Modern Chinese Dictionary. The project is designed to be highly customizable and can be used on various platforms, including Windows, macOS, and Linux. This project can be applied in any field that requires Chinese character input, such as education, business, and communication. It has several commercial applications, including in the development of Chinese language learning software, Chinese language input software, and Chinese language communication tools.
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Rank #9 mckaywrigley/ai-code-translator
https://github.com/mckaywrigley/ai-code-translator
Use AI to translate code from one language to another.
Language: TypeScript
Stars: 1,910(307 stars today) Forks:198
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Rank #10 imClumsyPanda/langchain-ChatGLM
https://github.com/imClumsyPanda/langchain-ChatGLM
langchain-ChatGLM, local knowledge based ChatGLM with langchain ｜ 基于本地知识的 ChatGLM
Language: Python
Stars: 518(51 stars today) Forks:45
The project is a knowledge-based ChatGLM application that utilizes ChatGLM-6B and langchain to provide a local knowledge-based question and answer system. It is inspired by the document.ai project by GanymedeNil and the ChatGLM-6B Pull Request created by AlexZhangji. The project uses the GanymedeNil/text2vec-large-chinese embedding and ChatGLM-6B LLM models, making it possible to deploy the entire application offline using open-source models.
This project can be applied in various fields, including natural language processing, text mining, and knowledge-based systems. It can be used as a chatbot for customer service or as a question-answering system for educational or research purposes. The project’s ability to use local knowledge makes it suitable for use in industries such as healthcare, finance, and legal services.
Commercial applications of this project include improving customer service by providing accurate and efficient responses to customer inquiries, automating the process of answering frequently asked questions, and providing insights into customer behavior and preferences. Additionally, this project can be used to develop intelligent virtual assistants or chatbots for businesses, improving communication with customers and increasing efficiency in various business processes.
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Rank #11 emcf/engshell
https://github.com/emcf/engshell
An English-language shell for any OS, powered by LLMs
Language: Python
Stars: 442(92 stars today) Forks:37
The project is called “Engshell,” an English-language shell for any operating system powered by large language models (LLMs). This project provides an interactive command-line interface for running Python code generated by LLMs. The Engshell can execute various
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Rank #12 e2b-dev/e2b
https://github.com/e2b-dev/e2b
e2b (english2bits) is an IDE powered by AI agents. Developers describe what they want to build by writing documentation. Then let AI agents with access to tools do the coding work.
Language: Python
Stars: 2,100(792 stars today) Forks:79
E2b, or English2Bits, is an open-source IDE powered by AI agents that can perform tasks for developers. The idea behind E2b is that developers can write a short technical specification or documentation in plain English, and the AI agent will do the actual coding work. The AI agents have access to tools like writing to a file, running code, running commands, installing dependencies, and deploying. These agents operate in a secure sandboxed cloud environment powered by Firecracker.
This project can be applied in various fields, including software development, automation, and artificial intelligence. It can be used to automate repetitive coding tasks, perform complex data analysis, and create software based on user input. Additionally, E2b can be used to develop custom AI agents, allowing developers to bring their own models, customize prompts, and develop custom tools for the agents.
Commercial applications of E2b include improving software development efficiency by automating repetitive coding tasks, reducing development costs by enabling non-technical personnel to contribute to the development process, and increasing the speed of software development by allowing AI agents to perform coding tasks. Additionally, E2b can be used to develop custom AI agents for businesses, improving communication and efficiency in various business processes.
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Rank #13 dair-ai/ML-Papers-of-the-Week
https://github.com/dair-ai/ML-Papers-of-the-Week
🔥Highlighting the top ML papers every week.
Language:
Stars: Sponsor(245 stars today) Forks:36
ML Papers of the Week is a GitHub repository created by DAIR.AI to highlight the top machine learning papers of every week. The repository contains a list of papers from different fields of machine learning, including natural language processing, computer vision, and reinforcement learning. Each entry in the list includes a brief summary of the paper and links to the paper itself and related tweets.
This project can be applied in various fields, including artificial intelligence, machine learning, and data science. It can be used by researchers, students, and professionals in these fields to stay up-to-date with the latest research and developments. Additionally, this repository can be used as a resource for businesses and organizations looking to incorporate machine learning into their operations.
Commercial applications of ML Papers of the Week include improving machine learning research and development by providing access to the latest research, improving the quality of machine learning models by incorporating the latest techniques and algorithms, and increasing the efficiency of machine learning operations by providing a centralized resource for machine learning research. Additionally, this repository can be used by businesses and organizations to identify potential areas for machine learning applications and to stay up-to-date with the latest developments in the field.
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Rank #14 barretlee/cloudflare-proxy
https://github.com/barretlee/cloudflare-proxy
Cloudflare Worker 代理请求 ChatGPT API，支持 Stream 流式输出
Language: JavaScript
Stars: 377(36 stars today) Forks:40
The project is called “Cloudflare-proxy,” a simple proxy server that allows users to access the ChatGPT API by routing requests through Cloudflare Workers. This project provides an alternative API domain for ChatGPT, enabling users to access the service without the need for a global proxy. The project is designed to be easy to set up and deploy, with clear instructions provided on the project’s GitHub page. The Cloudflare-proxy can be applied in any field that requires access to the ChatGPT API, such as natural language processing, chatbots, and language translation. It has several commercial applications, including in the development of chatbot applications, language translation software, and virtual assistants. The project is released under the MIT License, making it free and open-source for anyone to use and modify.
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Rank #15 SkalskiP/courses
https://github.com/SkalskiP/courses
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
Language: Python
Stars: 523(108 stars today) Forks:42
The project is called “Crème de la crème of AI courses,” a curated collection of links to various courses and resources about artificial intelligence (AI). The project is designed to provide a comprehensive list of AI courses and resources for learners of all levels, from beginners to experienced learners. The courses and resources cover a wide range of topics in AI, including deep learning, natural language processing, reinforcement learning, and multimodal machine learning. The project includes links to courses offered by top universities such as Stanford University, Carnegie Mellon University, and Massachusetts Institute of Technology, as well as online resources offered by organizations such as Hugging Face and fast.ai. The Crème de la crème of AI courses can be applied in any field that requires knowledge of AI, such as data science, machine learning, and artificial intelligence. It has several commercial applications, including in the development of AI-powered applications, chatbots, and virtual assistants. The project is released under an open-source license, making it freely available for anyone to use and modify.
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Rank #16 curl/trurl
https://github.com/curl/trurl
trurl is a command line tool for URL parsing and manipulation.
Language: C
Stars: 1,340(549 stars today) Forks:42
Trurl is a command-line tool for parsing and manipulating URLs. The tool allows users to modify various components of a URL, such as the scheme, host, path, and query, using simple command-line arguments. The project includes a range of example commands that demonstrate how to use the tool to perform various URL manipulations.
This project can be applied in various fields, including web development, network administration, and cybersecurity. It can be used by developers and system administrators who need to parse and manipulate URLs as part of their work. Additionally, this project can be used by businesses and organizations that need to manage large numbers of URLs, such as in web scraping or data processing applications.
Commercial applications of Trurl include improving the efficiency and accuracy of web scraping and data processing operations by providing a reliable and flexible tool for URL manipulation. Additionally, this project can be used by businesses and organizations to manage and monitor URLs in their web applications and services.
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Rank #17 bradtraversy/design-resources-for-developers
https://github.com/bradtraversy/design-resources-for-developers
Curated list of design and UI resources from stock photos, web templates, CSS frameworks, UI libraries, tools and much more
Language:
Stars: Sponsor(297 stars today) Forks:10,315
The project is a curated list of resources for designers and developers looking for UI graphics, fonts, colors, icons, logos, and other design-related assets. The project includes links to various websites and resources that provide modern UI components in different formats such as PSD, Sketch, and Figma. The resources are great for generating ideas for web components and UI design. The project also includes links to design software, design systems, and style guides, as well as online design tools and image compression tools. The project can be applied in any field that requires UI design, such as web and mobile app development, graphic design, and user experience design. It has several commercial applications, including in the development of websites, mobile apps, and digital products. The project is released under an open-source license, making it freely available for anyone to use and modify.
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Rank #18 donnemartin/system-design-primer
https://github.com/donnemartin/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Language: Python
Stars: 216,768(305 stars today) Forks:38,553
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Rank #19 public-apis/public-apis
https://github.com/public-apis/public-apis
A collective list of free APIs
Language: Python
Stars: 234,168(573 stars today) Forks:26,615
This project is a collection of free APIs that can be used in software and web development. The project is organized into different categories, including animals, anime, books, business, cryptocurrency, music, and more. Each API is described with details such as authentication, HTTPS, and CORS support.
This project can be applied in various fields, including web development, software development, and data analysis. It can be used by developers who need to integrate APIs into their software or web applications. Additionally, this project can be used by businesses and organizations that need to access data from various sources for analysis or research purposes.
Commercial applications of Public APIs include improving the efficiency and accuracy of data analysis and research by providing a reliable and diverse set of APIs for data access. Additionally, this project can be used by businesses and organizations to develop new software or web applications that require data from various sources.
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Rank #20 teknium1/GPTeacher
https://github.com/teknium1/GPTeacher
A collection of modular datasets generated by GPT-4, General-Instruct — Roleplay-Instruct — Code-Instruct — and Toolformer
Language:
Stars: Star(111 stars today) Forks:33
This project is a collection of modular datasets generated by GPT-4, with a focus on different types of instruction and roleplay. The datasets include General-Instruct, Roleplay-Instruct, Code-Instruct, and Toolformer, and are split into separate datasets based on similarity scored cleaning. The datasets are designed to be compliant with Alpaca’s dataset format, with an instruction, input, and output field.
This project can be applied in various fields, including natural language processing, machine learning, and artificial intelligence. It can be used by researchers and developers who need to train and fine-tune language models for specific tasks, such as instruction following, roleplaying, and code generation.
Commercial applications of GPTeacher include improving the accuracy and efficiency of language models for specific tasks, such as customer service chatbots, virtual assistants, and automated content generation. Additionally, this project can be used by businesses and organizations to develop new language-based applications and services that require accurate and efficient language models.
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Rank #21 alibaba/COLA
https://github.com/alibaba/COLA
🥤 COLA: Clean Object-oriented & Layered Architecture
Language: Java
Stars: 9,415(6 stars today) Forks:2,506
COLA v4 is a Java-based project that stands for Clean Object-Oriented and Layered Architecture. It provides a clean and structured approach to software development, with a focus on defining a well-organized application structure and reducing system complexity. The project consists of two parts: the COLA architecture and COLA components.
The COLA architecture defines a set of best practices for building well-structured applications. It emphasizes the importance of a good layering structure, package structure, and separation of business and technical complexity. The project provides two archetypes, “cola-archetype-service” for creating pure backend services, and “cola-archetype-web” for creating web applications that integrate backend services and adapters.
This project can be applied in various fields, including software development, web development, and enterprise application development. It can be used by developers who need to build scalable and maintainable applications with a clean and organized architecture.
Commercial applications of COLA v4 include improving the efficiency and scalability of enterprise applications, reducing system complexity, and increasing code maintainability. Additionally, this project can be used by businesses and organizations to develop new applications and services that require a well-organized and structured architecture.
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Rank #22 hwchase17/langchain
https://github.com/hwchase17/langchain
⚡ Building applications with LLMs through composability ⚡
Language: Python
Stars: 21,322(650 stars today) Forks:1,952
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Rank #23 misskey-dev/misskey
https://github.com/misskey-dev/misskey
🌎 An interplanetary microblogging platform 🚀
Language: TypeScript
Stars: 6,028(14 stars today) Forks:731
The project is called “Misskey,” an open-source, decentralized social media platform that is free forever. Misskey allows users to communicate with each other, even if they are not on the same instance, thanks to its ActivityPub support. The platform also includes features such as emoji reactions, built-in cloud storage, and a customizable web UI that can be modified using plugins created with AiScript, an original programming language. The project can be applied in any field that requires social media, such as marketing, advertising, and customer engagement. It has several commercial applications, including in the development of social media marketing campaigns, customer relationship management, and social media analytics. The project is released under an open-source license, making it freely available for anyone to use and modify.
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Rank #24 l15y/wenda
https://github.com/l15y/wenda
闻达：一个LLM调用平台。目前支持chatGLM-6B、chatRWKV、chatYuan和chatGLM-6B模型下自建知识库查找
Language: CSS
Stars: 250(29 stars today) Forks:28
“闻达” is a large language model calling platform that supports various models such as chatGLM-6B, chatRWKV, and chatYuan. It provides features like online parameter adjustment, flow output, and saving conversation history to the browser. It also supports local area network (LAN) and intranet deployment, and multiple users can use it simultaneously.
This project can be applied in various fields, including natural language processing, chatbot development, and AI-powered customer service. It can be used by developers who need to build language models and chatbots with large-scale datasets and complex algorithms. Additionally, businesses and organizations can use this platform to develop AI-powered customer service chatbots, language translation services, and virtual assistants.
Commercial applications of “闻达” include providing AI-powered customer service chatbots to businesses and organizations, developing language translation services for international companies, and creating virtual assistants for personal and enterprise use. Additionally, this project can be used by developers and researchers to advance the field of natural language processing and chatbot development.
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Rank #25 EbookFoundation/free-programming-books
https://github.com/EbookFoundation/free-programming-books
📚 Freely available programming books
Language:
Stars: Sponsor(422 stars today) Forks:54,574
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