How do I update the search index if it becomes out of sync?

You can use the 'teleport rebuild' command to force a full rebuild of the index from the underlying storage, or use 'teleport stats' to check the index's current status.

What indexing engine does this skill use?

This skill leverages the Tantivy search engine library, which provides high-performance full-text indexing and BM25 scoring for the agent-memory system.

Can I search for exact phrases?

Yes, by wrapping your query in double quotes (e.g., "connection refused"), the BM25 search will look for that specific sequence of terms.

Does this skill support wildcard or prefix matching?

Yes, the BM25 search supports prefix matching using the asterisk (*) syntax, allowing you to find all terms starting with a specific string, such as 'auth*' for authentication or authorization.

When should I use BM25 search instead of vector search?

Use BM25 for exact terms, technical identifiers, function names, or specific error messages. Vector search is better suited for conceptual or semantic queries where the exact wording might vary.

BM25 Keyword Search

Name: BM25 Keyword Search
Author: SpillwaveSolutions

bySpillwaveSolutions

•

开发者工具

Enables fast, exact-match keyword searching and full-text retrieval within the agent-memory system using BM25 scoring.

The BM25 Keyword Search skill provides a high-performance full-text search layer for the agent-memory system, allowing developers to locate specific identifiers, function names, and exact phrases that semantic search might overlook. By leveraging the Tantivy indexing engine, it offers precise retrieval of technical data like error messages or JWT tokens, complementing vector-based searches with traditional keyword relevance. This skill is essential for navigating large codebases or historical agent logs where precise terminology is more critical than conceptual similarity, ensuring users can find the exact data points they need quickly.

主要功能

01Support for exact phrase matching and prefix-based search queries

02Automated index lifecycle management including pruning and optimization

03Fast BM25 full-text scoring powered by the Tantivy search engine

044 GitHub stars

05Deep integration with Table of Contents (TOC) for easy context navigation

06Comprehensive CLI tools for rebuilding, monitoring, and auditing index health

使用场景

01Locating specific function, variable, or class names in deeply nested codebases

02Finding exact error messages or technical identifiers within agent execution logs

03Filtering memory results when semantic vector search provides too many conceptual matches

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add spillwavesolutions/agent-memory bm25-search

For use in Claude.ai and ChatGPT

Download Skill