Twill Brain

#62 Parse names from queries (customers, vendors, etc)

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#62 — Parse names from queries (customers, vendors, etc)

Repo: Twill-AI/twill-llm-engine State: closed | Status: done Assignee: meliascosta

Created: 2024-07-17 · Updated: 2024-07-22

Description

When a user asks a question referring to an internal entity name like a vendor name there is no way for the model to know which tables to query. To fix this we keep a list of existing entities and annotate the initial queries with the required info.

Example:

    text = "How much did I spend on ylp last month?"
    tagged_text = await tag_entities(text)
    print(tagged_text)
    Output: "How much did I spend on vendor Yelp last month?"

AC:

  • Model can reply correctly to “how much did I spend on Yelp?” type of questions
  • The solution is robust to variations in spelling

Notes

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