fix

compose.yaml

@@ -7,25 +7,16 @@ services:
       - SECRET_KEY=${SECRET_KEY}
       - DATABASE_PASSWORD=${DATABASE_PASSWORD}
       - OPENAI_API_KEY=${OPENAI_API_KEY}
-      # - PYTHONPATH=/app:$PYTHONPATH
     env_file:
       - .env
-    volumes:
-      - type: bind
-        source: .venv
-        target: /app/.venv
-        # target: /usr/lib/python3.12/site-packages
+    develop:
+      watch:
+        - action: sync
+          path: ./
+          target: /app
+          ignore:
+            - .venv/
+        - action: rebuild
+          path: requirements.txt
 volumes:
-  myapp:
-    # watch:
-    # develop:
-    #   watch:
-    #     - action: sync
-    #       path: ./
-    #       target: /app
-    #       ignore:
-    #         - .venv/
-    #     - action: rebuild
-    #       path: requirements.txt
-    #     - action: rebuild
-    #       path: .venv/
+  myapp:

langchain_backend/utils.py

@@ -12,7 +12,7 @@ from setup.environment import default_model
 os.environ.get("OPENAI_API_KEY")
 os.environ.get("HUGGINGFACEHUB_API_TOKEN")
 
-def getPDF(file_path="./nike.pdf"):
+def getPDF(file_path):
   text_splitter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=200)
   loader = PyPDFLoader(file_path, extract_images=False)
   pages = loader.load_and_split(text_splitter)
@@ -25,8 +25,8 @@ def create_retriever(documents):
 )
 
   retriever = vectorstore.as_retriever(
-      search_type="similarity",
-      search_kwargs={"k": 1},
+      # search_type="similarity",
+      # search_kwargs={"k": 3},
   )
   
   return retriever