# تنظیمات RAG برای پایگاه دانش CropLogic

embedding:
  provider: "gapgpt"                      # gapgpt یا avalai
  model: "text-embedding-3-small"
  base_url: "https://api.gapgpt.app/v1"
  api_key_env: "GAPGPT_API_KEY"
  batch_size: 32
  # تنظیمات Avalai (برای fallback)
  avalai_base_url: "https://api.avalai.ir/v1"
  avalai_api_key_env: "AVALAI_API_KEY"

# فاز یک: Qdrant به‌عنوان vector store
qdrant:
  host: "localhost"       # یا qdrant در Docker
  port: 6333
  collection_name: "croplogic_kb"
  vector_size: 1536       # متناسب با text-embedding-3-small

chunking:
  max_chunk_tokens: 500
  overlap_tokens: 50

# تنظیمات مدل چت (LLM) — Avalai
llm:
  provider: "gapgpt"
  model: "gpt-4o"
  base_url: "https://api.gapgpt.app/v1"
  api_key_env: "GAPGPT_API_KEY"
  avalai_base_url: "https://api.avalai.ir/v1"
  avalai_api_key_env: "AVALAI_API_KEY"

# سه پایگاه دانش مجزا
knowledge_bases:
  chat:
    path: "config/knowledge_base/chat"
    tone_file: "config/tones/chat_tone.txt"
    description: "پایگاه دانش عمومی برای چت با کاربران"
  
  irrigation:
    path: "config/knowledge_base/irrigation"
    tone_file: "config/tones/irrigation_tone.txt"
    description: "پایگاه دانش توصیه آبیاری"
  
  fertilization:
    path: "config/knowledge_base/fertilization"
    tone_file: "config/tones/fertilization_tone.txt"
    description: "پایگاه دانش توصیه کودهی"

services:
  support_bot:
    knowledge_base: "chat"
    tone_file: "config/tones/chat_tone.txt"
    use_user_embeddings: false
    description: "سرویس پشتیبانی عمومی"
    llm:
      provider: "gapgpt"
      model: "gpt-4o"
      base_url: "https://api.gapgpt.app/v1"
      api_key_env: "GAPGPT_API_KEY"
      avalai_base_url: "https://api.avalai.ir/v1"
      avalai_api_key_env: "AVALAI_API_KEY"
    system_prompt: "You are a friendly support assistant. Answer clearly and helpfully."

  chat:
    knowledge_base: "chat"
    tone_file: "config/tones/chat_tone.txt"
    use_user_embeddings: true
    description: "چت عمومی با داده‌های کاربر"
    llm:
      provider: "gapgpt"
      model: "gpt-4o"
      base_url: "https://api.gapgpt.app/v1"
      api_key_env: "GAPGPT_API_KEY"
      avalai_base_url: "https://api.avalai.ir/v1"
      avalai_api_key_env: "AVALAI_API_KEY"

  irrigation:
    knowledge_base: "irrigation"
    tone_file: "config/tones/irrigation_tone.txt"
    use_user_embeddings: true
    description: "سرویس توصیه آبیاری"
    llm:
      provider: "gapgpt"
      model: "gpt-4o"
      base_url: "https://api.gapgpt.app/v1"
      api_key_env: "GAPGPT_API_KEY"
      avalai_base_url: "https://api.avalai.ir/v1"
      avalai_api_key_env: "AVALAI_API_KEY"

  fertilization:
    knowledge_base: "fertilization"
    tone_file: "config/tones/fertilization_tone.txt"
    use_user_embeddings: true
    description: "سرویس توصیه کودهی"
    llm:
      provider: "gapgpt"
      model: "gpt-4o"
      base_url: "https://api.gapgpt.app/v1"
      api_key_env: "GAPGPT_API_KEY"
      avalai_base_url: "https://api.avalai.ir/v1"
      avalai_api_key_env: "AVALAI_API_KEY"