240 lines
8.9 KiB
YAML
240 lines
8.9 KiB
YAML
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# تنظیمات RAG برای پایگاه دانش CropLogic
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embedding:
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provider: "arvancloud" # gapgpt یا avalai یا arvancloud
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model: "Bge-m3-smka5"
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base_url: "https://api.gapgpt.app/v1"
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api_key_env: "GAPGPT_API_KEY"
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batch_size: 32
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# تنظیمات Avalai (برای fallback)
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avalai_base_url: "https://api.avalai.ir/v1"
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avalai_api_key_env: "AVALAI_API_KEY"
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# تنظیمات ArvanCloud AI برای BGE-M3
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arvancloud_api_key: "7c4c4eb9-5183-530a-b589-d31c79472847"
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arvancloud_base_url: "https://arvancloudai.ir/gateway/models/Bge-m3/rBA2PgcTC2sfhXwamupI4NvQ8crddUGTYXOsuKVye91PoNuGhbRgpHHNY8sMHBVQWWerZSAi4a0AijUL6YBqY9EW-Y1LhW_0ec6Mxr85GQy41lXiV6M8Od4mvLIeDF-wLRUHIervod0O5ZqGj2MOX8z1zdUpXkCrIS2uDjHlfHBZofledZjsOVDmFZU7IYfvkA__ljQqNeKXSFgpwUR7SmsbRUXGTDB2moLdeRq9zBpQIw/v1"
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arvancloud_api_key_env: "ARVANCLOUD_EMBEDDING_API_KEY"
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# فاز یک: Qdrant بهعنوان vector store
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qdrant:
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host: "localhost" # یا qdrant در Docker
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port: 6333
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collection_name: "croplogic_kb"
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vector_size: 1024 # متناسب با BGE-M3
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chunking:
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max_chunk_tokens: 500
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overlap_tokens: 50
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# تنظیمات مدل چت (LLM) — Avalai
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llm:
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provider: "gapgpt"
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model: "gpt-4o"
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base_url: "https://api.gapgpt.app/v1"
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api_key_env: "GAPGPT_API_KEY"
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avalai_base_url: "https://api.avalai.ir/v1"
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avalai_api_key_env: "AVALAI_API_KEY"
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# سه پایگاه دانش مجزا
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knowledge_bases:
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chat:
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path: "config/knowledge_base/chat"
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tone_file: "config/tones/chat_tone.txt"
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description: "پایگاه دانش عمومی برای چت با کاربران"
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irrigation:
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path: "config/knowledge_base/irrigation"
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tone_file: "config/tones/irrigation_tone.txt"
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description: "پایگاه دانش توصیه آبیاری"
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fertilization:
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path: "config/knowledge_base/fertilization"
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tone_file: "config/tones/fertilization_tone.txt"
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description: "پایگاه دانش توصیه کودهی"
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irrigation_plan_parser:
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path: "config/knowledge_base/irrigation_plan_parser"
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tone_file: "config/tones/irrigation_plan_parser_tone.txt"
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description: "پایگاه دانش استخراج برنامه آبیاری از متن آزاد کاربر"
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fertilization_plan_parser:
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path: "config/knowledge_base/fertilization_plan_parser"
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tone_file: "config/tones/fertilization_plan_parser_tone.txt"
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description: "پایگاه دانش استخراج برنامه کودهی از متن آزاد کاربر"
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farm_alerts:
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path: "config/knowledge_base/farm_alerts"
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tone_file: "config/tones/farm_alerts_tone.txt"
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description: "پایگاه دانش تحلیل هشدار و اعلان مزرعه"
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pest_disease:
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path: "config/knowledge_base/pest_disease"
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tone_file: "config/tones/pest_disease_tone.txt"
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description: "پایگاه دانش تشخیص و پیش بینی آفات و بیماری گیاهی"
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soil_anomaly:
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path: "config/knowledge_base/soil_anomaly"
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tone_file: "config/tones/soil_anomaly_tone.txt"
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description: "پایگاه دانش تحلیل ناهنجاری آماری داده های خاک و سنسور"
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water_need_prediction:
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path: "config/knowledge_base/water_need_prediction"
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tone_file: "config/tones/water_need_prediction_tone.txt"
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description: "پایگاه دانش تفسير نياز آبي کوتاه مدت و برنامه ريزي آبياري"
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yield_harvest:
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path: "config/knowledge_base/chat"
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tone_file: "config/tones/yield_harvest_tone.txt"
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description: "پایگاه دانش روایت کاربرپسند برای داشبورد Yield & Harvest Summary"
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services:
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support_bot:
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knowledge_base: "chat"
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tone_file: "config/tones/chat_tone.txt"
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use_user_embeddings: false
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description: "سرویس پشتیبانی عمومی"
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llm:
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provider: "gapgpt"
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model: "gpt-4o"
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base_url: "https://api.gapgpt.app/v1"
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api_key_env: "GAPGPT_API_KEY"
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avalai_base_url: "https://api.avalai.ir/v1"
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avalai_api_key_env: "AVALAI_API_KEY"
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system_prompt: "You are a friendly support assistant. Answer clearly and helpfully."
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chat:
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knowledge_base: "chat"
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tone_file: "config/tones/chat_tone.txt"
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use_user_embeddings: true
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description: "چت عمومی با دادههای کاربر"
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llm:
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provider: "gapgpt"
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model: "gpt-4o"
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base_url: "https://api.gapgpt.app/v1"
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api_key_env: "GAPGPT_API_KEY"
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avalai_base_url: "https://api.avalai.ir/v1"
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avalai_api_key_env: "AVALAI_API_KEY"
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irrigation:
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knowledge_base: "irrigation"
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tone_file: "config/tones/irrigation_tone.txt"
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use_user_embeddings: true
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description: "سرویس توصیه آبیاری"
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llm:
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provider: "gapgpt"
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model: "gpt-4o"
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base_url: "https://api.gapgpt.app/v1"
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api_key_env: "GAPGPT_API_KEY"
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avalai_base_url: "https://api.avalai.ir/v1"
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avalai_api_key_env: "AVALAI_API_KEY"
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fertilization:
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knowledge_base: "fertilization"
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tone_file: "config/tones/fertilization_tone.txt"
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use_user_embeddings: true
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description: "سرویس توصیه کودهی"
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llm:
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provider: "gapgpt"
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model: "gpt-4o"
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base_url: "https://api.gapgpt.app/v1"
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api_key_env: "GAPGPT_API_KEY"
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avalai_base_url: "https://api.avalai.ir/v1"
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avalai_api_key_env: "AVALAI_API_KEY"
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irrigation_plan_parser:
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knowledge_base: "irrigation_plan_parser"
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tone_file: "config/tones/irrigation_plan_parser_tone.txt"
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use_user_embeddings: false
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description: "سرویس استخراج برنامه آبیاری از متن کاربر"
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system_prompt: "Only return valid JSON for irrigation plan extraction and clarification."
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llm:
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provider: "gapgpt"
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model: "gpt-4o"
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base_url: "https://api.gapgpt.app/v1"
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api_key_env: "GAPGPT_API_KEY"
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avalai_base_url: "https://api.avalai.ir/v1"
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avalai_api_key_env: "AVALAI_API_KEY"
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fertilization_plan_parser:
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knowledge_base: "fertilization_plan_parser"
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tone_file: "config/tones/fertilization_plan_parser_tone.txt"
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use_user_embeddings: false
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description: "سرویس استخراج برنامه کودهی از متن کاربر"
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system_prompt: "Only return valid JSON for fertilization plan extraction and clarification."
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llm:
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provider: "gapgpt"
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model: "gpt-4o"
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base_url: "https://api.gapgpt.app/v1"
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api_key_env: "GAPGPT_API_KEY"
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avalai_base_url: "https://api.avalai.ir/v1"
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avalai_api_key_env: "AVALAI_API_KEY"
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farm_alerts:
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knowledge_base: "farm_alerts"
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tone_file: "config/tones/farm_alerts_tone.txt"
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use_user_embeddings: true
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description: "سرویس تحلیل tracker و timeline هشدارهای مزرعه"
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llm:
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provider: "gapgpt"
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model: "gpt-4o"
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base_url: "https://api.gapgpt.app/v1"
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api_key_env: "GAPGPT_API_KEY"
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avalai_base_url: "https://api.avalai.ir/v1"
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avalai_api_key_env: "AVALAI_API_KEY"
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pest_disease:
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knowledge_base: "pest_disease"
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tone_file: "config/tones/pest_disease_tone.txt"
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use_user_embeddings: true
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description: "سرویس تشخیص و پیش بینی آفات و بیماری"
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llm:
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provider: "gapgpt"
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model: "gpt-4o"
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base_url: "https://api.gapgpt.app/v1"
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api_key_env: "GAPGPT_API_KEY"
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avalai_base_url: "https://api.avalai.ir/v1"
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avalai_api_key_env: "AVALAI_API_KEY"
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soil_anomaly:
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knowledge_base: "soil_anomaly"
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tone_file: "config/tones/soil_anomaly_tone.txt"
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use_user_embeddings: true
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description: "سرویس تفسير ناهنجاري هاي آماري خاک و سنسور"
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llm:
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provider: "gapgpt"
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model: "gpt-4o"
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base_url: "https://api.gapgpt.app/v1"
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api_key_env: "GAPGPT_API_KEY"
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avalai_base_url: "https://api.avalai.ir/v1"
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avalai_api_key_env: "AVALAI_API_KEY"
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water_need_prediction:
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knowledge_base: "water_need_prediction"
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tone_file: "config/tones/water_need_prediction_tone.txt"
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use_user_embeddings: true
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description: "سرویس تفسير نياز آبي کوتاه مدت مزرعه"
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llm:
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provider: "gapgpt"
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model: "gpt-4o"
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base_url: "https://api.gapgpt.app/v1"
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api_key_env: "GAPGPT_API_KEY"
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avalai_base_url: "https://api.avalai.ir/v1"
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avalai_api_key_env: "AVALAI_API_KEY"
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yield_harvest:
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knowledge_base: "yield_harvest"
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tone_file: "config/tones/yield_harvest_tone.txt"
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use_user_embeddings: true
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description: "سرویس روایت داشبورد عملکرد و برداشت"
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fallback_behavior:
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on_invalid_json: "raise_validation_error"
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on_missing_context: "use_only_deterministic_data"
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on_number_conflict: "prefer_deterministic_data"
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prompt_template: "config/tones/yield_harvest_tone.txt"
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llm:
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provider: "gapgpt"
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model: "gpt-4o"
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base_url: "https://api.gapgpt.app/v1"
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api_key_env: "GAPGPT_API_KEY"
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avalai_base_url: "https://api.avalai.ir/v1"
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avalai_api_key_env: "AVALAI_API_KEY"
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