parameters:
  extract_collection_name: test_conversation_documents
  fetch_limit: 0  # No limit - get all conversations
  load_collection_name: rag_conversations
  content_quality_score_threshold: 0.0
  retriever_type: contextual
  embedding_model_id: text-embedding-3-small
  embedding_model_type: openai
  embedding_model_dim: 1536
  chunk_size: 640
  contextual_summarization_type: contextual
  contextual_agent_model_id: gpt-4o-mini
  contextual_agent_max_characters: 200
  mock: false
  processing_batch_size: 5
  processing_max_workers: 2
  device: mps  # or cuda (for Nvidia GPUs) or mps (for Apple M1/M2/M3 chips)