Import Laravel documentation into knowledge base

[jordanpartridge]

Goal

Import Laravel documentation into the knowledge base for semantic search

Why

Enable semantic search across Laravel docs. Users can ask natural language questions like "how do I use eager loading?" and get relevant Laravel documentation sections.

Implementation

• Scrape Laravel docs from laravel.com/docs (markdown format)
• Chunk content by page/section
• Generate embeddings using existing embedding service
• Store in Qdrant with metadata:
  • Laravel version
  • Section/page title
  • URL
  • Category (database, eloquent, routing, etc.)
• Use project namespace like laravel/docs/11.x

Commands to Create

• know import:laravel-docs [version] - Import specific Laravel version
• know search:laravel [query] - Search Laravel docs specifically

Benefits

• Instant semantic search across Laravel docs
• Works offline once imported
• Can import multiple versions
• Natural language queries

Dependencies

• Pure Qdrant architecture (Issue Pure Qdrant Vector Storage - Replace SQLite entirely #78)

Priority

Enhancement - can be done after #78 is complete