retrieve_findings
Find relevant research findings by combining semantic and keyword matching, even when standard keyword search returns no results.
Instructions
Run intelligent retrieval combining semantic similarity and keyword matching.
AUTOMATIC TRIGGERS - Call this when:
Keyword search (search_fts) didn't find relevant results
Looking for findings related to a concept or topic
You need the most relevant findings for a research question
Broad exploration of what knowledge exists
WORKFLOW POSITION: Use AFTER search_fts returns insufficient results. This tool automatically combines semantic (meaning-based) and lexical (keyword) search.
CONFIRMATION TIER: READ OPERATION - No confirmation needed. Safe to call freely.
PARAMETERS:
query: Search query (required) - describe what you're looking for
project: Filter by project name (optional)
tags: Filter by tags (optional)
confidence_min: Minimum confidence 0.0-1.0 (optional) - filter low-confidence findings
final_k: Number of results to return (optional, default: 10)
ADVANCED: semantic_k and lexical_k control how many candidates are fetched before reranking. Usually not needed - use final_k instead.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| tags | No | ||
| query | Yes | ||
| final_k | No | ||
| project | No | ||
| lexical_k | No | ||
| semantic_k | No | ||
| created_after | No | ||
| confidence_min | No | ||
| created_before | No |