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name: search description: "Search claims and sources using natural language queries. Use when looking for related claims or finding existing analysis."

Semantic Search (Codex)

Search claims and sources using natural language queries. Use when looking for related claims or finding existing analysis.

Invocation

Copy$search <query>

Note: Codex reserves /... for built-in commands. Use $search instead.

Search claims and sources using natural language queries.

Usage

Copyrc-db search "query" --limit 10
# or: uv run python scripts/db.py search "query" --limit 10

Options

• --domain: Filter by domain (TECH/LABOR/ECON/GOV/SOC/RESOURCE/TRANS/GEO/INST/RISK/META)
• --limit: Maximum results to return (default: 10)
• --format: Output format - json (default) or text
• --type: Filter by record type (claim or source)

How It Works

1. Convert query to embedding using sentence-transformers
2. Find nearest neighbors in the claims/sources vector index
3. Return ranked results with similarity scores

Output

Results include:

• Claim/Source ID
• Text (truncated)
• Type, Domain, Evidence Level
• Credence score
• Similarity score

Examples

Copyrc-db search "AI automation labor displacement"
rc-db search "training costs" --domain TECH --limit 5
rc-db search "economic transition" --type claim

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Related Skills

• $stats
• $validate