Starstruk Logo MarkStarstruk

v9.3.0

neuml/txtaiv9.3.0Dec 22, 2025by davidmezzetti

AI Summary

This release expands RAG to support any callable function, adds quickstart examples for RAG, Agent and Workflow, and includes many LLM and documentation improvements.

Key Highlights

  • Support for any callable search function in RAG pipeline
  • RAG, Agent and Workflow Quickstart Examples
  • GLiNER upgrade
  • Wildcards support in scoring term search
  • Updated default LLM model and parameters

New Features

  • Add support for any callable search function in RAG pipeline
  • Add notebook covering any search method with the RAG Pipeline
  • Add RAG Quickstart Example
  • Add Agent Quickstart Example
  • Add Workflow Quickstart Example

Full Release Notes

**Expands RAG to any function, new quickstart examples and many improvements**

See below for full details on the new features, improvements and bug fixes.

New Features
--------------------------
- Add support for any callable search function in RAG pipeline (#1000)
- Add notebook covering any search method with the RAG Pipeline (#1002)
- Add RAG Quickstart Example (#991)
- Add Agent Quickstart Example (#992)
- Add Workflow Quickstart Example (#996)

Improvements
--------------------------
- Upgrade GLiNER (#988)
- Add Textractor as top level import (#989)
- Add support for wildcards in scoring term search (#990)
- Update documentation to use more current LLMs (#995)
- Update deprecated transformers torch_dtype parameter (#997)
- Add new LLM default parameters (#998)
- Update default LLM model (#999)
- Modernize example notebooks (#1001)

Bug Fixes
--------------------------
- model_id is not properly passed with current version of smolagents (#993)
- args and kwargs should be ignored when inspecting function parameters in agents (#994)