Update app.py

app.py

@@ -44,12 +44,12 @@ for file in os.listdir(path):
     documents += loader.load()
 text_splitter = CharacterTextSplitter(chunk_size=500, chunk_overlap=0)
 texts = text_splitter.split_documents(documents)
-embeddings = CohereEmbeddings(model='embed-english-v3.0')
-# embeddings = OpenAIEmbeddings()
+# embeddings = CohereEmbeddings(model='embed-english-v3.0')
+embeddings = OpenAIEmbeddings()
 docsearch = Chroma.from_documents(texts, embeddings)
 retriever=docsearch.as_retriever()
-cohereLLM=Cohere(model='command')
-# cohereLLM=OpenAI()
+# cohereLLM=Cohere(model='command')
+cohereLLM=OpenAI()
 # Initialize the CohereRerank compressor and the ContextualCompressionRetriever
 compressor = CohereRerank(user_agent='MyTool/1.0 (Linux; x86_64)')
 compression_retriever = ContextualCompressionRetriever(