bm25-search
Category: Testing & Security | Uploader: 
BM25 keyword search for agent-memory. Use when asked to "find exact terms", "keyword search", "search for specific function names", "locate exact phrase", or when semantic search returns too many results. Provides fast BM25 full-text search via Tantivy index. --- # BM25 Keyword Search Skill Fast full-text keyword search using BM25 scoring in the agent-memory system. ## When to Use | Use Case | Best Search Type | |----------|------------------| | Exact keyword match | BM25 (`teleport search`) | | Function/variable names | BM25 (exact terms) | | Error messages | BM25 (specific phrases) | | Technical identifiers | BM25 (case-sensitive) | | Conceptual similarity | Vector search instead | ## When Not to Use - Conceptual/semantic queries (use vector search) - Synonym-heavy queries (use hybrid search) - Current session context (already in memory) - Time-based navigation (use TOC directly) ## Quick Start | Command | Purpose | Example | |---------|---------|---------| | `teleport search` | BM25 keyword search | `teleport search "ConnectionTimeout"` | | `teleport stats` | BM25 index status | `teleport stats` | | `teleport rebuild` | Rebuild index | `teleport rebuild --force` | ## Prerequisites ```bash memory-daemon status # Check daemon memory-daemon start # Start if needed ``` ## BM25 Search ### Basic Usage ```bash # Simple keyword search memory-daemon teleport search "JWT token" # Search with options memory-daemon teleport search "authentication" \ --top-k 10 \ --target toc # Phrase search (exact match) memory-daemon teleport search "\"connection refused\"" ``` ### Query Syntax | Pattern | Example | Matches | |---------|---------|---------| | Single term | `JWT` | All docs containing "JWT" | | Multiple terms | `JWT token` | Docs with "JWT" AND "token" | | Phrase | `"JWT token"` | Exact phrase "JWT token" | | Prefix | `auth*` | Terms starting with "auth" | ## Error Handling | Error | Resolution | |-------|------------| | Connection refused | `memory-daemon start` | | BM25
Changelog: Source: GitHub https://github.com/SpillwaveSolutions/agent-memory
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