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| from fastapi import APIRouter, HTTPException | |
| from pydantic import BaseModel | |
| from langchain_core.documents import Document | |
| from langchain_elasticsearch import ElasticsearchStore | |
| from chatbot.config import ELASTIC_CLOUD_URL, ELASTIC_API_KEY, FOOD_DB_INDEX | |
| from chatbot.models.embeddings import embeddings | |
| import logging | |
| # --- Cấu hình logging --- | |
| logging.basicConfig(level=logging.INFO) | |
| logger = logging.getLogger(__name__) | |
| # --- Định nghĩa request body --- | |
| class FoodItemPayload(BaseModel): | |
| text_for_embedding: str | |
| metadata: dict | |
| # --- Tạo router --- | |
| router = APIRouter( | |
| prefix="/manage-food", | |
| tags=["Food Management (CRUD)"] | |
| ) | |
| try: | |
| es_store = ElasticsearchStore( | |
| es_url=ELASTIC_CLOUD_URL, | |
| es_api_key=ELASTIC_API_KEY, | |
| index_name=FOOD_DB_INDEX, | |
| embedding=embeddings, | |
| ) | |
| logger.info("✅ Connected to Elasticsearch for Management.") | |
| except Exception as e: | |
| logger.error(f"❌ Failed to connect to Elasticsearch: {e}") | |
| es_store = None | |
| def save_food(item: FoodItemPayload): | |
| if not es_store: | |
| raise HTTPException(status_code=500, detail="Elasticsearch connection failed.") | |
| try: | |
| page_content = item.text_for_embedding | |
| metadata = item.metadata | |
| id = metadata["meal_id"] | |
| doc = Document( | |
| page_content=page_content, | |
| metadata=metadata | |
| ) | |
| es_store.add_documents(documents=[doc], ids=[id]) | |
| logger.info(f"Saved food: {id}") | |
| return {"status": "success"} | |
| except Exception as e: | |
| logger.error(f"Error saving food: {e}") | |
| raise HTTPException(status_code=500, detail=str(e)) | |
| def delete_food(meal_id: str): | |
| if not es_store: | |
| raise HTTPException(status_code=500, detail="Elasticsearch connection failed.") | |
| try: | |
| es_store.delete(ids=[meal_id]) | |
| logger.info(f"Deleted food: {meal_id}") | |
| return {"status": "success"} | |
| except Exception as e: | |
| logger.error(f"Error deleting food: {e}") | |
| raise HTTPException(status_code=500, detail=str(e)) |