Implement hybrid search: Chroma semantic + SQLite temporal
Core implementation: - Added Chroma MCP client integration to search-server.ts - Implemented queryChroma() helper with Python dict parsing - Added VECTOR_DB_DIR constant to paths.ts - Added SessionStore.getObservationsByIds() method Search handlers updated: - search_observations: Semantic-first with 90-day temporal filter - find_by_concept/type/file: Metadata-first, semantic-enhanced ranking - All handlers fall back to FTS5 if Chroma unavailable Technical details: - Direct MCP client usage (no abstractions) - Regex parsing of Chroma Python dict responses - Semantic ranking preserved in final results - Graceful degradation to FTS5-only search 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
@@ -616,6 +616,33 @@ export class SessionStore {
|
||||
return stmt.all(sdkSessionId) as any[];
|
||||
}
|
||||
|
||||
/**
|
||||
* Get observations by array of IDs with ordering and limit
|
||||
*/
|
||||
getObservationsByIds(
|
||||
ids: number[],
|
||||
options: { orderBy?: 'date_desc' | 'date_asc'; limit?: number } = {}
|
||||
): any[] {
|
||||
if (ids.length === 0) return [];
|
||||
|
||||
const { orderBy = 'date_desc', limit } = options;
|
||||
const orderClause = orderBy === 'date_asc' ? 'ASC' : 'DESC';
|
||||
const limitClause = limit ? `LIMIT ${limit}` : '';
|
||||
|
||||
// Build placeholders for IN clause
|
||||
const placeholders = ids.map(() => '?').join(',');
|
||||
|
||||
const stmt = this.db.prepare(`
|
||||
SELECT *
|
||||
FROM observations
|
||||
WHERE id IN (${placeholders})
|
||||
ORDER BY created_at_epoch ${orderClause}
|
||||
${limitClause}
|
||||
`);
|
||||
|
||||
return stmt.all(...ids) as any[];
|
||||
}
|
||||
|
||||
/**
|
||||
* Get summary for a specific session
|
||||
*/
|
||||
|
||||
Reference in New Issue
Block a user