Update langchain-huggingface version and adjust imports in dataset and vector_store modules

requirements.txt

@@ -4,7 +4,7 @@ langchain>=0.1.0
 langchain-community>=0.0.11
 langchain-core>=0.1.10
 langchain-text-splitters>=0.0.1
-langchain-huggingface>=0.0.1
+langchain-huggingface>=0.0.5  # обновить версию
 faiss-cpu>=1.7.4
 sentence-transformers>=2.2.2
 beautifulsoup4>=4.12.2

src/knowledge_base/dataset.py

@@ -10,7 +10,7 @@ from datetime import datetime
 from huggingface_hub import HfApi, HfFolder
 from langchain_community.vectorstores import FAISS
 from config.settings import VECTOR_STORE_PATH, HF_TOKEN, EMBEDDING_MODEL, DATASET_ID, CHAT_HISTORY_PATH
-from langchain_community.embeddings import HuggingFaceEmbeddings  # Updated import
+from langchain_huggingface import HuggingFaceEmbeddings  # новый импорт
 import logging
 
 # Настройка логирования

src/knowledge_base/vector_store.py

@@ -3,7 +3,7 @@ import tempfile
 import shutil
 from langchain_text_splitters import RecursiveCharacterTextSplitter
 from langchain_community.vectorstores import FAISS
-from langchain_huggingface import HuggingFaceEmbeddings
+from langchain_huggingface import HuggingFaceEmbeddings  # новый импорт
 from src.knowledge_base.loader import load_documents
 from config.settings import VECTOR_STORE_PATH, EMBEDDING_MODEL, HF_TOKEN
 from config.constants import CHUNK_SIZE, CHUNK_OVERLAP