AI Extension for OpenRefine V0.1.2

What's Changed

• Support for updating existing column
• Support for Prompt history
• Support for wait time in LLM requests
• Updated documentation with details of LiteLLM Proxy

Full Changelog: https://github.com/sunilnatraj/llm-extension/compare/v0.1.1..v0.1.2.2

AI Extension for OpenRefine V0.1.1

What's Changed

• Support for OpenRefine 3.9
• Minor UI and Text fixes

Contributors

• @sunilnatraj
• @postphotos

Changelog

Changelog

AI Extension for OpenRefine

The OpenRefine AI Extension bridges the power of modern language models with OpenRefine's robust data transformation capabilities. This extension enables users to leverage any LLM provider that supports a chat completion API endpoint, bringing AI-powered data wrangling, enhancement, and analysis directly into your OpenRefine workflows.

Purpose

The extension serves multiple purposes in the data processing pipeline:

1. Intelligent Data Cleaning: Use LLMs to suggest and implement context-aware data cleaning operations that go beyond rule-based approaches.
2. Semantic Enrichment: Enhance datasets by generating additional attributes or metadata based on existing content.
3. Natural Language Transformations: Express complex data transformations in plain English.
4. Anomaly Detection: Identify unusual patterns or outliers in your data through AI-powered analysis.
5. Content Generation: Fill gaps in your datasets with contextually appropriate synthetic data.

Contributors

• @sunilnatraj

Full Changelog:https://github.com/sunilnatraj/llm-extension/releases/tag/v0.1.0