feat: Add intelligent tool matcher with semantic embeddings #67
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Teeeio
commented
Aug 22, 2025
Teeeio
commented
- Implement ToolMatcher class using sentence transformers for semantic similarity
- Add fallback mechanisms: TF-IDF vectorization and simple keyword matching
- Support configurable similarity thresholds and maximum tool results
- Include comprehensive error handling and logging
- Provide methods for tool matching, similarity calculation, and tool management
- Enable intelligent task-tool matching based on names and descriptions
- Implement ToolMatcher class using sentence transformers for semantic similarity - Add fallback mechanisms: TF-IDF vectorization and simple keyword matching - Support configurable similarity thresholds and maximum tool results - Provide methods for tool matching, similarity calculation, and tool management - Enable intelligent task-tool matching based on names and descriptions
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.