Team Semantic Search
team_semantic_searchSearch team entries by meaning using AI embeddings, filter by metadata, or find entries related to a specific entry ID to retrieve relevant project context.
Instructions
Perform semantic/vector search on team entries using AI embeddings. Supports find-related-by-ID (entry_id) and metadata filters. Threshold default is 0.25 (try 0.15-0.2 for broader matches, 0.4+ for strict matches). Entries auto-indexed on creation. Requires TEAM_DB_PATH.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| tags | No | ||
| limit | No | ||
| query | No | ||
| end_date | No | ||
| entry_id | No | Find entries related to this entry ID | |
| pr_number | No | Filter results by GitHub PR number | |
| entry_type | No | ||
| start_date | No | ||
| issue_number | No | Filter results by GitHub issue number | |
| workspace_id | No | Optional workspace isolation identifier (e.g. "alpha"). Do not use numeric project IDs or "workspace" as the key. | |
| hint_on_empty | No | Include hint when no results found (default: true) | |
| project_number | No | ||
| workflow_run_id | No | Filter results by GitHub Actions workflow run ID | |
| include_archived | No | ||
| similarity_threshold | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| code | No | Error code (e.g. VALIDATION_ERROR, INTERNAL_ERROR) | |
| hint | No | ||
| count | No | ||
| error | No | Human-readable error message | |
| query | No | ||
| details | No | Additional error context | |
| entries | No | ||
| entryId | No | ||
| success | No | ||
| category | No | Error category (validation, query, connection, internal) | |
| suggestion | No | Suggested fix for the error | |
| recoverable | No | Whether the error is recoverable | |
| aggregated_errors | No | Details of individual errors in a multi-step operation |