✅ Training: you can now tailor PandasAI to your needs with custom instructions and processes, ensuring more deterministic responses that align perfectly with your company's workflows
✅ Field descriptions: eliminate ambiguity by providing clear descriptions for any table field, boosting accuracy
✅ Agent description: you can now define how the agent should act during the interactions with the user
✅ Improved multi-turn conversations: up to 70% more accurate context retrieval in multi-turn conversations
✅ Google BigQuery connector
✅ BambooLLM support (currently in beta, will be released soon)
✅ Jinja2 template engine: better template maintainability
✅ Refined feature set: based on community feedback, we’ve remove less utilized features, focusing on what truly matters to users
**Full Changelog**: https://github.com/Sinaptik-AI/pandas-ai/compare/v1.5.21...v2.0