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Ai/config/rag_config.yaml
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Add Qdrant and ChromaDB support to the project
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# تنظیمات RAG برای پایگاه دانش CropLogic
embedding:
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provider: "arvancloud" # gapgpt یا avalai یا arvancloud
model: "Bge-m3-smka5"
first commit
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base_url: "https://api.gapgpt.app/v1"
api_key_env: "GAPGPT_API_KEY"
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batch_size: 32
first commit
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# تنظیمات Avalai (برای fallback)
avalai_base_url: "https://api.avalai.ir/v1"
avalai_api_key_env: "AVALAI_API_KEY"
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# تنظیمات ArvanCloud AI برای BGE-M3
arvancloud_api_key: "7c4c4eb9-5183-530a-b589-d31c79472847"
arvancloud_base_url: "https://arvancloudai.ir/gateway/models/Bge-m3/rBA2PgcTC2sfhXwamupI4NvQ8crddUGTYXOsuKVye91PoNuGhbRgpHHNY8sMHBVQWWerZSAi4a0AijUL6YBqY9EW-Y1LhW_0ec6Mxr85GQy41lXiV6M8Od4mvLIeDF-wLRUHIervod0O5ZqGj2MOX8z1zdUpXkCrIS2uDjHlfHBZofledZjsOVDmFZU7IYfvkA__ljQqNeKXSFgpwUR7SmsbRUXGTDB2moLdeRq9zBpQIw/v1"
arvancloud_api_key_env: "ARVANCLOUD_EMBEDDING_API_KEY"
Add Qdrant and ChromaDB support to the project
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# فاز یک: Qdrant به‌عنوان vector store
qdrant:
host: "localhost" # یا qdrant در Docker
port: 6333
collection_name: "croplogic_kb"
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vector_size: 1024 # متناسب با BGE-M3
Add Qdrant and ChromaDB support to the project
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chunking:
max_chunk_tokens: 500
overlap_tokens: 50
Add LLM configuration and update URL routing
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# تنظیمات مدل چت (LLM) — Avalai
llm:
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provider: "gapgpt"
Add LLM configuration and update URL routing
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model: "gpt-4o"
first commit
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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"
Add LLM configuration and update URL routing
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first commit
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# 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"
AI UPDATE
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UPDATE
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farm_alerts:
path: "config/knowledge_base/farm_alerts"
tone_file: "config/tones/farm_alerts_tone.txt"
description: "پایگاه دانش تحلیل هشدار و اعلان مزرعه"
pest_disease:
path: "config/knowledge_base/pest_disease"
tone_file: "config/tones/pest_disease_tone.txt"
description: "پایگاه دانش تشخیص و پیش بینی آفات و بیماری گیاهی"
soil_anomaly:
path: "config/knowledge_base/soil_anomaly"
tone_file: "config/tones/soil_anomaly_tone.txt"
description: "پایگاه دانش تحلیل ناهنجاری آماری داده های خاک و سنسور"
water_need_prediction:
path: "config/knowledge_base/water_need_prediction"
tone_file: "config/tones/water_need_prediction_tone.txt"
description: "پایگاه دانش تفسير نياز آبي کوتاه مدت و برنامه ريزي آبياري"
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yield_harvest:
path: "config/knowledge_base/chat"
tone_file: "config/tones/yield_harvest_tone.txt"
description: "پایگاه دانش روایت کاربرپسند برای داشبورد Yield & Harvest Summary"
AI UPDATE
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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"
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farm_alerts:
knowledge_base: "farm_alerts"
tone_file: "config/tones/farm_alerts_tone.txt"
use_user_embeddings: true
description: "سرویس تحلیل tracker و timeline هشدارهای مزرعه"
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"
pest_disease:
knowledge_base: "pest_disease"
tone_file: "config/tones/pest_disease_tone.txt"
use_user_embeddings: true
description: "سرویس تشخیص و پیش بینی آفات و بیماری"
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"
soil_anomaly:
knowledge_base: "soil_anomaly"
tone_file: "config/tones/soil_anomaly_tone.txt"
use_user_embeddings: true
description: "سرویس تفسير ناهنجاري هاي آماري خاک و سنسور"
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"
water_need_prediction:
knowledge_base: "water_need_prediction"
tone_file: "config/tones/water_need_prediction_tone.txt"
use_user_embeddings: true
description: "سرویس تفسير نياز آبي کوتاه مدت مزرعه"
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"
UPDATE
2026-04-30 00:53:47 +03:30
yield_harvest:
knowledge_base: "yield_harvest"
tone_file: "config/tones/yield_harvest_tone.txt"
use_user_embeddings: true
description: "سرویس روایت داشبورد عملکرد و برداشت"
fallback_behavior:
on_invalid_json: "return_mocked_narrative"
on_missing_context: "use_only_deterministic_data"
on_number_conflict: "prefer_deterministic_data"
prompt_template: "config/tones/yield_harvest_tone.txt"
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"
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