Channel Tech

Technical entity focused on database search solutions for AI and rag applications.

• Implemented pg_textsearch (Postgres extension) for BM25-based search relevance, eliminating external search engines like Elasticsearch in core workflows.
• Enables direct database-level search optimization for rag pipelines without external dependencies.
• Video reference: The Future of Database Search: pg_textsearch

Backlink: 2026 04 14 Database search setup Channel Tech with Tim