openclaw - 💡(How to fix) Fix Bug: CONCEPT_STOP_WORDS missing common English stop words, producing garbage dream reflections [1 comments, 2 participants]

TL;DR

Adding the missing English stop words to the CONCEPT_STOP_WORDS set is likely to fix the issue of meaningless reflections in the dreaming system.

Guidance

• Verify the impact of the missing stop words by analyzing the tag frequency data and the produced reflections, ensuring that the high-frequency English words are indeed causing the noise.
• Update the CONCEPT_STOP_WORDS set in the short-term-promotion module by adding the missing words, such as the, let, user, and others listed in the issue.
• Test the updated CONCEPT_STOP_WORDS set with a sample dataset to ensure that the reflections are meaningful and not dominated by high-frequency English words.
• Consider submitting a PR with the updated CONCEPT_STOP_WORDS set for review and integration into the main codebase.

Example

No code snippet is provided as it is not necessary for this issue, but the updated CONCEPT_STOP_WORDS set would include the missing words, for example:

const CONCEPT_STOP_WORDS = [
  // existing words
  'about', 'after', 'agent', 'again', 'also', 
  // missing words
  'the', 'let', 'user', 'now', 'can', 'all', 
  // ... other missing words
];

Notes

The proposed fix assumes that the CONCEPT_STOP_WORDS set is the primary cause of the issue. However, other factors might contribute to the problem, and additional debugging might be necessary if the issue persists after updating the stop words.

Recommendation

Apply the workaround by adding the missing stop words to the CONCEPT_STOP_WORDS set, as this is a targeted fix that addresses the identified cause of the issue.