Update app.py

app.py

@@ -14,15 +14,15 @@ api_hf_embeddings = HuggingFaceInferenceAPIEmbeddings(
 # Load and process the PDF files
 loader = PyPDFLoader("new_papers/ReACT.pdf")
 loader
-documents = loader.load_and_split()
+documents = loader.load()
 print("-----------")
 print(documents)
 print("-----------")
 
 
 # Create Chroma vector store for API embeddings
-#api_db = Chroma.from_documents(documents, api_hf_embeddings, collection_name="api-collection")
-api_db = Chroma.from_texts(documents, api_hf_embeddings, collection_name="api-collection")
+api_db = Chroma.from_documents(documents, api_hf_embeddings, collection_name="api-collection")
+#api_db = Chroma.from_texts(documents, api_hf_embeddings, collection_name="api-collection")
 
 class PDFRetrievalTool:
     def __init__(self, retriever):