v2.0
sinaptik-ai/pandas-aiv2.0Feb 29, 2024by gventuri
AI Summary
A major version release introducing training capabilities, field descriptions, agent descriptions, and improved multi-turn conversation accuracy. It also introduces the Google BigQuery connector and Jinja2 template engine.
Key Highlights
- Training capabilities with custom instructions
- Field descriptions for table columns
- Agent description for interaction behavior
- Improved multi-turn conversation accuracy
- Google BigQuery connector
- Jinja2 template engine support
Breaking Changes
- Refined feature set: less utilized features have been removed
New Features
- Training
- Field descriptions
- Agent descriptions
- Multi-turn conversation improvements
- BigQuery connector
- Jinja2 templates
Full Release Notes
# PandasAI v2.0 is here! The Panda has never been so smart! 🚀 After months of dedicated effort and collaboration, we're super excited to unveil PandasAI v2.0! This release marks a significant leap forward, bringing the capabilities of our favorite panda to unprecedented levels. What's New in v2.0? ✅ 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