2023-10-25

Documents

• Knowledge list optimization: Reasonable categorization of document types for separate maintenance and management;

• Copy docs from other bots: Support copying unavailable docs from bots in the same org to current bot as knowledge docs. Does not consume credits;

File

• Improved UI;

• Added support for .doc format;

• Increased pdf size limit to 30MB;

• Support URLs as doc sources;

• Support custom slicing, including "slice by token count" and "slice by identifiers", with slice preview;

Excel File

• Support .csv, .xls, .xlsx formats;

• Support custom slicing, allowing multi-row headers, with slice preview;

Text

• Improved UI;

• Support custom slicing, including "slice by token count" and "slice by identifiers", with slice preview;

URL

• Improved UI;

• Added support for dynamic website content identification as knowledge docs;

• Support custom slicing, including "slice by token count" and "slice by identifiers", with slice preview;

Q&A

• Improved UI;

• Added support for Q&A data import via templates;

• Added support for converting docs to Q&A. System performs reading comprehension via LLM to generate Q&A pairs;

• Added support for slice preview;

Vector Management

• Added support for slice editing, with tailored editing UX for text, spreadsheet and Q&A slice formats;

Bot Config

Knowledge Settings

• Added support for "sparse vector + dense vector" hybrid retrieval to improve slice recall accuracy;

Flow

Knowledge Vectors

• Added support for "sparse vector + dense vector" hybrid retrieval to improve slice recall accuracy;