blz-docs-search

Research

Teaches effective documentation search using the blz CLI tool. Use when searching documentation with blz, looking up APIs, finding code examples, retrieving citations, or when questions mention libraries, frameworks, "how to", or documentation topics. Covers BM25 full-text search patterns, citation retrieval, and efficient querying.

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BLZ Search Patterns

Fast local documentation search using blz. Search is local, free, and fast (~6ms) - try many queries.

Key Concepts

Full-text search, not semantic: blz uses BM25 ranking. Query with keywords that appear in docs:

Good: "useEffect cleanup", "test configuration", "HTTP server"
Bad: "How do I use useEffect?", "What's the best way to..."

Citations: Results include citations like bun:304-324 (source:start-end lines). Use these with blz find to retrieve content.

Quick Patterns

# Check available sources first
blz list --status --json

# Basic search
blz "test runner" --json

# Search specific source
blz "hooks" --source react --json

# Retrieve by citation
blz find bun:304-324 --json

# Retrieve with full section context
blz find bun:304-324 --context all --json

# Retrieve with surrounding lines
blz find bun:304-324 -C 5 --json

# Batch retrieve multiple citations
blz find bun:304-324 deno:500-520 --json

Search Strategy

Start specific: Use precise technical terms
Try variations: Synonyms, abbreviations, alternate terms
Check sources: Verify relevant docs are indexed
Multiple searches: Run 3-5 different queries - it's fast
Narrow by source: Use --source when you know the library

Retrieval Options

Flag	Use When
`--json`	Always (structured output)
`--context all`	Need full section
`-C N`	Need N lines before/after
`-A N` / `-B N`	Asymmetric context
`--max-lines N`	Limit large sections

Common Pitfalls

Semantic queries: "Compare X vs Y" won't work. Search "X" and "Y" separately.
Too broad: "authentication" returns too much. Try "JWT auth", "OAuth flow".
Missing sources: Check blz list first. Add sources with blz add.
One search only: Try multiple query variations.

MCP Alternative

For structured operations, MCP tools are also available:

// Search documentation
mcp__blz__blz_find({ query: "test runner" })

// Retrieve citations
mcp__blz__blz_find({ snippets: ["bun:304-324"] })

// List available sources
mcp__blz__blz_list_sources()

// Add new source
mcp__blz__blz_add_source({ alias: "react", url: "https://react.dev/llms.txt" })

// Learn blz usage
mcp__blz__blz_learn({})