RAG Agent Service (Vania-RAG)

• Service: rag-service (Docker container)
• Role: Provides semantic search and documentation management via MCP.
• Tools:
  1. query_knowledge_base: Semantic search over project documentation.
  2. reindex_documentation: Triggers a remote rebuild of the llms.txt index via a secure PHP endpoint (reindex_docs.php). useful after deploying new documentation logic or content.