Langchain Agents, Qdrant, Llama 3, Groq, Information Retrieval.
txt_files, scorer=fuzz.ratio) # Get the selected file name selected_file = best_match[0] selected_retriever = retriever[selected_file] global query results = selected_retriever.get_relevant_documents(query) global retrieved_text total_content = "\n\nBelow are the related document's content: \n\n"