Spaces:
Runtime error
Runtime error
| import streamlit as st | |
| from clarifai_grpc.channel.clarifai_channel import ClarifaiChannel | |
| from clarifai_grpc.grpc.api import resources_pb2, service_pb2, service_pb2_grpc | |
| from clarifai_grpc.grpc.api.status import status_code_pb2 | |
| # Set your Clarifai credentials and model details | |
| PAT = 'bfdeb4029ef54d23a2e608b0aa4c00e4' | |
| USER_ID = 'openai' | |
| # Streamlit app | |
| st.title("AI Integration App") | |
| # Choose model type | |
| model_type = st.radio("Select Model Type", ["GPT-4 Turbo", "GPT-4 Vision", "DALL-E", "Text-to-Speech"]) | |
| # Input text prompt from the user | |
| raw_text = st.text_input("Enter a text prompt:", 'I love your product very much') | |
| # Button to generate result | |
| if st.button("Generate Result"): | |
| if model_type == "GPT-4 Turbo": | |
| # Connect to Clarifai API for GPT-4 Turbo | |
| channel = ClarifaiChannel.get_grpc_channel() | |
| stub = service_pb2_grpc.V2Stub(channel) | |
| metadata = (('authorization', 'Key ' + PAT),) | |
| userDataObject = resources_pb2.UserAppIDSet(user_id=USER_ID, app_id='chat-completion') | |
| # Make a request to Clarifai API for GPT-4 Turbo | |
| post_model_outputs_response = stub.PostModelOutputs( | |
| service_pb2.PostModelOutputsRequest( | |
| user_app_id=userDataObject, | |
| model_id='gpt-4-turbo', | |
| version_id='182136408b4b4002a920fd500839f2c8', | |
| inputs=[ | |
| resources_pb2.Input( | |
| data=resources_pb2.Data( | |
| text=resources_pb2.Text( | |
| raw=raw_text | |
| ) | |
| ) | |
| ) | |
| ] | |
| ), | |
| metadata=metadata | |
| ) | |
| # Display the generated result if the request is successful | |
| if post_model_outputs_response.status.code != status_code_pb2.SUCCESS: | |
| st.error(f"Clarifai API request failed: {post_model_outputs_response.status.description}") | |
| else: | |
| output = post_model_outputs_response.outputs[0].data.image.base64 | |
| st.image(output, caption='Generated Image', use_column_width=True) | |
| elif model_type == "GPT-4 Vision": | |
| # Connect to Clarifai API for GPT-4 Vision | |
| # Replace the following lines with actual GPT-4 Vision logic | |
| st.warning("GPT-4 Vision integration code goes here.") | |
| elif model_type == "DALL-E": | |
| # Connect to Clarifai API for DALL-E | |
| # Replace the following lines with actual DALL-E logic | |
| st.warning("DALL-E integration code goes here.") | |
| elif model_type == "Text-to-Speech": | |
| # Connect to Clarifai API for Text-to-Speech | |
| # Replace the following lines with actual Text-to-Speech logic | |
| st.warning("Text-to-Speech integration code goes here.") | |