Troubleshooting Common Issues

Issue: Too Much Useless Information is Saved

If your user profiles are cluttered with irrelevant data, follow these steps:

Define Profile Scope: Start by clearly defining what information each user profile should contain.
Refine Slot Descriptions: Provide clear and specific descriptions for each profile slot in your config.yaml. This guides the AI on what to extract. Learn more.
Enable Strict Mode: If the issue persists, enable strict mode to ensure the AI only saves information that directly matches your defined profile slots.

If the AI fails to extract important details, try the following:

Simplify Descriptions: Your profile descriptions might be too complex for the LLM to interpret. Try simplifying them to be more direct.
Disable Validation: If information is still not being captured, you can disable profile validation to allow for more flexible data extraction.

Use event_theme_requirement: You can add a event_theme_requirement to your config.yaml, which will be used to generate events:

event_theme_requirement: "Focus on the user's infos, not its instructions."

To improve the accuracy of the information stored in profiles:

Add Detail to Descriptions: Enhance your profile descriptions with more context and examples to ensure the AI understands the data format and meaning correctly.
Use Update Instructions: For each profile slot, add an update description. This tells Memobase how to intelligently merge new information with existing data, which helps maintain accuracy over time.
Use event_theme_requirement: You can add a event_theme_requirement to your config.yaml to tell Memobase which kind of infos you want to save to profile:

event_theme_requirement: "Focus on the user's infos, not its instructions."