This release delivers the most advanced version of DataBotti to date, focused on intelligent search, language understanding, and hardware-accelerated performance.
Highlights:
• Added semantic search with multilingual embeddings (E5 base)
• Introduced soft-cosine similarity for refined relevance scoring
• Integrated Cross-Encoder re-ranking for higher answer precision
• Enabled local embedding inference with CUDA / MPS / CPU fallback
• Enhanced natural-language interface for CSV data analysis
• General performance and stability improvements
Note:
This marks the stable pre-presentation version ahead of the Masterschool milestone.