feat: Add personalized top 3 reasons in Why This Card section

#16
by sammy786 - opened
MCP-1st-Birthday org

Enhances the reasoning to provide top 3 personalized reasons for each card recommendation.

Changes:

  • Added _generate_personalized_reasons() helper function
  • Generates 3 tailored reasons: category rate, comparison to other cards, annual fee consideration
  • Added _get_card_rate_for_category() helper
  • New why_this_card array field for UI flexibility
MCP-1st-Birthday org

Code Changes

The code adds personalized top 3 reasons for Why This Card section.

Key changes in agents/agent_core.py:

  1. New _get_card_rate_for_category() helper
  2. New _generate_personalized_reasons() function that creates 3 tailored reasons
  3. Updated STEP 5 to use the new personalized reasoning

Sample output:

  • ๐Ÿ† Top earner for Groceries: 5.0% cash back
  • ๐Ÿ“Š Beats your Capital One Savor by 2.0%
  • ๐Ÿ†“ No annual fee - pure rewards

Please pull the latest changes from the local repo to apply.

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