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Releases: stackitcloud/rag-core-library

v1.1.0

18 Mar 15:12
cf78325
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1.1.0 (2025-03-18)

Features

  • add hybrid search for retrieval (#7) (cf78325)

v1.0.1

21 Feb 10:23
a55f762
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1.0.1 (2025-02-21)

Bug Fixes

  • Fix typos in question_rephrasing_prompt.py (#4) (a55f762)

v1.0.0

21 Jan 14:38
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Release Notes – Version 1.0.0

Release Date: 2025-01-21

We are excited to announce the initial release of our project! This first version lays the groundwork for the rag-backend, including its API, evaluators, and embedders, as well as various improvements and fixes. Below are the highlights of what’s included, along with known issues and a glimpse of what’s coming next.


What’s New

  • API Endpoints: Implemented API endpoints for the rag-backend, including evaluation and retrieval (#504f1a5)
  • Evaluator and Embedder: Added evaluators and embedders, including the Stackit VLLM embedder (#463accd)
  • RAGAS Evaluation: Introduced RAGAS evaluation and improved its performance (#73a9c6f)
  • Logging and Configuration: Added logging configuration and improved the overall setup (#72761cc)
  • Validator for Upload Document: Created a validator for uploading documents (#3a7a3c3)
  • Pipeline: Established a build and test pipeline for the project (#12e127a)
  • Dockerfiles: Improved the Dockerfiles for better deployment (#f082a54)

Improvements

  • Code Organization: Established the initial code structure and folder setup (#96b0b92)
  • Documentation: Added documentation Readme.md and doc strings (#e44a5fe)
  • Error Handling: Improved error handling and validation across the application (#9c645d0)
  • Performance: Optimized database queries and improved overall performance (#502780c)

Known Issues

  • Certain edge cases have not yet been thoroughly addressed.

Contributions

Special thanks to everyone who contributed their time and expertise to make this initial release possible.

What’s Next

  • Additional features and enhancements are planned for upcoming releases.
  • We welcome suggestions, issues, and pull requests from the community to help shape future developments.

Happy coding!