Update app.py

app.py

@@ -75,7 +75,8 @@ def main():
                     # }
                         
                     llm = CTransformers(
-                    model = "TheBloke/Mistral-7B-Instruct-v0.2-GGUF",
+                    # model = "TheBloke/Mistral-7B-Instruct-v0.2-GGUF",
+                    modeL= "TheBloke/phi-2-GGUF",
                     model_type="mistral",
                     max_new_tokens = 1048,
                     temperature = 0.3
@@ -96,7 +97,7 @@ def main():
     
                     text_splitter = CharacterTextSplitter(chunk_size=1000, chunk_overlap=0)
                     chunked_documents = text_splitter.split_documents(loaded_documents)
-                    retriever = FAISS.from_documents(docs, embeddings).as_retriever()
+                    retriever = FAISS.from_documents(chunked_documents, embeddings).as_retriever()
                     
                     # Wrap retrievers in a Tool
                     tools.append(