diff --git a/solutions/6a02e23da6fe2e4ac16acf65_Агент_с_RAG-памятью/requirements.txt b/solutions/6a02e23da6fe2e4ac16acf65_Агент_с_RAG-памятью/requirements.txt
index 051dc9f..618ec91 100644
--- a/solutions/6a02e23da6fe2e4ac16acf65_Агент_с_RAG-памятью/requirements.txt
+++ b/solutions/6a02e23da6fe2e4ac16acf65_Агент_с_RAG-памятью/requirements.txt
@@ -1,21 +1,5 @@
-langchain>=1.0.0
 fastapi==0.110.0
-uvicorn==0.29.0
-python-dotenv==1.0.1
-requests==2.32.3
-pandas==2.2.2
-numpy==1.26.4
-openai==1.40.0
-tiktoken==0.7.0
-transformers==4.44.0
-faiss-cpu==1.8.0
-chromadb==0.5.5
-sentence-transformers==3.0.1
-pydantic==2.7.4
-fastapi-utils==0.2.1
-httpx==0.27.0
-aiofiles==24.1.0
-python-multipart==0.0.9
-jinja2==3.1.4
-starlette==0.37.2
-typing-extensions==4.12.2
\ No newline at end of file
+pydantic==2.7.1
+langchain==0.2.0
+qdrant-client==1.9.0
+rich==13.7.1
\ No newline at end of file