Top 10 gen-ai Open-Source Projects
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Scout Monitoring
Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
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xTuring
Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6
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aub.ai
AubAI brings you on-device gen-AI capabilities, including offline text generation and more, directly within your app.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Two other tools emerging in this category are SuperMaven and TabbyML, both use fast and secure LLM for code completion and recommendations.
Project mention: Show HN: Cognita – open-source RAG framework for modular applications | news.ycombinator.com | 2024-04-27You might want to look at https://github.com/danswer-ai/danswer as well, as it sounds like their UI might be of suited for your use case.
Project mention: I'm developing an open-source AI tool called xTuring, enabling anyone to construct a Language Model with just 5 lines of code. I'd love to hear your thoughts! | /r/machinelearningnews | 2023-09-07Explore the project on GitHub here.
One thing I wanted to add and call attention to is the importance of licensing in open models. This is often overlooked when we blindly accept the vague branding of models as “open”, but I am noticing that many open weight models are actually using encumbered proprietary licenses rather than standard open source licenses that are OSI approved (https://opensource.org/licenses). As an example, Databricks’s DBRX model has a proprietary license that forces adherence to their highly restrictive Acceptable Use Policy by referencing a live website hosting their AUP (https://github.com/databricks/dbrx/blob/main/LICENSE), which means as they change their AUP, you may be further restricted in the future. Meta’s Llama is similar (https://github.com/meta-llama/llama/blob/main/LICENSE ). I’m not sure who can depend on these models given this flaw.
Project mention: Artemis – Interactive Learning with Automated Feedback | news.ycombinator.com | 2024-01-16
GitHub
https://github.com/BrutalCoding/aub.ai
For any of your Apple devices, use this:
Project mention: Show HN: Open-source tool to benchmark local LLMs | news.ycombinator.com | 2024-02-21
Project mention: Show HN: Tabby back end in 20 Python lines (self-hosted AI coding assistant) | news.ycombinator.com | 2024-01-29
gen-ai related posts
Index
What are some of the best open-source gen-ai projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | tabby | 17,783 |
| 2 | danswer | 9,511 |
| 3 | xTuring | 2,536 |
| 4 | dbrx | 2,442 |
| 5 | Artemis | 441 |
| 6 | VBench | 317 |
| 7 | aub.ai | 168 |
| 8 | ollama4j | 122 |
| 9 | benchllama | 19 |
| 10 | tabby-backend-py | 11 |
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