Here are five of the fastest-growing open source projects on Github, which provide more cost-effective alternatives to original solutions and provide highly available tool products for developers, data analysts, and enterprises. Taking advantage of open source, these five projects have developed powerful and effective solutions, which are worth collecting, sharing and exploring.
1. ChatGLM-6B: Open Source ChatGPT Alternative ChatGLM-6B is an open source dialogue language model based on GLM architecture, supports Chinese and English bilingual, and has 6.2 billion parameters. Combined with model quantization technology, it can be deployed locally on consumer-grade graphics cards, and the effect is comparable to ChatGP T. It was open-sourced in March 2023, and has accumulated more than 1 million downloads in 3 weeks, and is currently close to 3 million downloads worldwide.
2. CodeGeeX : Open Source Github Copilot Alternative CodeGeeX is a code generation artifact based on AI large models, with 13 billion parameters and supports 23 programming languages. CodeGeeX can generate complete codes based on natural language or code fragments. The "Ask CodeGeeX" function can directly manipulate codes in the IDE through dialogue. Developers generally think that it is a replacement product of Github Copilot . CodeGeeX is open source and free, supports VS Code and IDEAs platforms, currently installed and used by more than 100,000 users worldwide.
3. RATH：Open Source Tableau Alternative
RATH is an open source data exploration and analysis tool whose core technology is an innovative approach to data analysis and visualization. It can automatically discover the rules, causality and insights of data, and display them with powerful multidimensional data visualization. RATH is the prototype of the next generation of data analysis applications, which can replace commercial tools such as Tableau.
4. Plausible Analytics — Open Source Google Analytics Alternative
Plausible Analytics is an open source website statistics tool that provides simple and friendly data analysis, provides detailed website activity reports, and pays attention to privacy, does not use cookies, and does not collect personal data. is a lightweight Google Analytics alternative that allows you to view website traffic at a glance.
5. Rocket.Chat — Open Source Slack Alternative
Rocket.Chat provides real-time team communication with a range of features including voice and video calling, screen sharing and file sharing. It is highly customizable and can be self-hosted or used as a cloud-based solution. With its powerful collaboration tools, Rocket.Chat is an alternative to Slack .
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