| from dotenv import load_dotenv | |
| from langchain import HuggingFaceHub, LLMChain | |
| from langchain import PromptTemplates | |
| import gradio | |
| load_dotenv() | |
| os.getenv('HF_API') | |
| hub_llm = HuggingFaceHub(repo_id='facebook/blenderbot-400M-distill') | |
| prompt = prompt_templates( | |
| input_variable = ["question"], | |
| template = "Answer is: {question}" | |
| ) | |
| hub_chain = LLMChain(prompt=prompt, llm=hub_llm, verbose=True) | |
| def responsenew(data): | |
| return hub_chain(data) | |
| gradio_interface = gradio.Interface( | |
| fn = responsenew, | |
| inputs = "text", | |
| outputs = "text" | |
| ) | |
| gradio_interface.launch() | |