{"name":"WeblyRAG","description":"API microservice for RAG-based knowledge agents","version":"1.0.0","docs":"/docs","health":"/health","endpoints":{"agents":"GET /agent/","get_agent":"GET /agent/{agent_id}","get_documents":"GET /agent/{agent_id}/documents","init_agent":"POST /agent/init-agent","add_context":"POST /agent/{agent_id}/context/add","ask_question":"POST /agent/{agent_id}/ask","retrieve_chunks":"POST /agent/{agent_id}/retrieve","generate_chapter":"POST /agent/{agent_id}/generate-chapter","delete_context_chunk":"DELETE /agent/{agent_id}/documents/{document_id}  (solo context, es. manual_* )","delete_knowledge_doc":"DELETE /agent/{agent_id}/knowledge/{document_id}  (documenti da POST …/knowledge)","delete_agent":"DELETE /agent/{agent_id}","upload_knowledge_doc":"POST /agent/{agent_id}/knowledge","get_knowledge_doc":"GET /agent/{agent_id}/knowledge/{document_id}","list_knowledge_docs":"GET /agent/{agent_id}/knowledge","search_knowledge_docs":"GET /agent/{agent_id}/knowledge/search?q=","ingest_file":"POST /agent/{agent_id}/ingest","ingest_status":"GET /agent/{agent_id}/ingest/{job_id}","ingest_list":"GET /agent/{agent_id}/ingest","submit_feedback":"POST /agent/{agent_id}/ask/{query_id}/feedback","feedback_stats":"GET /agent/{agent_id}/feedback/stats","get_session":"GET /agent/{agent_id}/sessions/{session_id}","delete_session":"DELETE /agent/{agent_id}/sessions/{session_id}"},"configuration":{"default_model":"openai:gpt-4o-mini","vector_store":"qdrant","embedding_model":"BAAI/bge-m3"}}