# RAG Service Configuration
# Generated by TypeDialog - Edit via configure-rag.sh
# Rust struct: platform/crates/rag/src/config.rs::RagConfig

{
  enabled = {{ enabled }},

  embeddings = {
    provider = "{{ embeddings_provider }}",
    model = "{{ embeddings_model }}",
    dimension = {{ embeddings_dimension }},
    {% if embeddings_openai_api_key %}
    openai_api_key = "{{ embeddings_openai_api_key }}",
    {% endif %}
    batch_size = {{ embeddings_batch_size }},
  },

  vector_db = {
    db_type = "{{ vector_db_db_type }}",
    url = "{{ vector_db_url }}",
    namespace = "{{ vector_db_namespace }}",
    {% if vector_db_username %}
    username = "{{ vector_db_username }}",
    {% endif %}
    {% if vector_db_password %}
    password = "{{ vector_db_password }}",
    {% endif %}
  },

  llm = {
    provider = "{{ llm_provider }}",
    model = "{{ llm_model }}",
    {% if llm_api_key %}
    api_key = "{{ llm_api_key }}",
    {% endif %}
    {% if llm_api_endpoint %}
    api_endpoint = "{{ llm_api_endpoint }}",
    {% endif %}
    temperature = {{ llm_temperature }},
    max_tokens = {{ llm_max_tokens }},
  },

  retrieval = {
    max_results = {{ retrieval_max_results }},
    min_similarity_score = {{ retrieval_min_similarity_score }},
    enable_reranking = {{ retrieval_enable_reranking }},
  },

  ingestion = {
    batch_size = {{ ingestion_batch_size }},
    chunk_size = {{ ingestion_chunk_size }},
    chunk_overlap = {{ ingestion_chunk_overlap }},
    enable_async = {{ ingestion_enable_async }},
  },
}