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A list of 11 open source AI projects designed to help developers streamline their work, from training models to improving productivity and data management.
Project Name | Description |
---|---|
Upscayl | Increases image resolution for enhanced detail, ideal for digital artwork. |
Nyro | Automates mundane tasks like taking screenshots and resizing windows. |
Geppetto | Enhances Slack documentation with help from LLMs and can request art from Dall-E. |
E2B sandboxes | Allows LLMs to use web browsers, GitHub, and command-line tools for tasks like cloud management. |
Dataline | Generates SQL commands to extract data and create data science reports locally. |
Swirl Connect | Links standard databases with LLMs and RAG search indices for easier data access. |
DSPy | Offers a systematic approach to LLM training by connecting modules and optimizers. |
Guardrails | Integrates controls into generative AI pipelines to refine AI-generated answers and reduce errors. |
Unsloth | Optimizes training of open-source models for faster and more accurate results. |
Wren AI for SQL | Translates natural language questions into SQL queries, simplifying data retrieval. |
AnythingLLM | Organizes digital documents and allows querying with any LLM or RAG system. |
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