Spaces:
Runtime error
Runtime error
| import streamlit as st | |
| from PIL import Image | |
| import requests | |
| from io import BytesIO | |
| 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 up the Streamlit app | |
| st.title("OpenAI Models Integration") | |
| # ... (previous code) | |
| # Display HTML content | |
| html_content = """ | |
| <div align="center"> | |
| <p> | |
| <a href="https://www.youtube.com/channel/UCyB_7yHs7y8u9rONDSXgkCg?view_as=subscriber" target="_blank"> | |
| <img width="100%" src="https://github.com/pyresearch/pyresearch/blob/main/ai.png"></a> | |
| </p> | |
| [English](README.md) | [简体中文](README.md) | |
| </div> | |
| ## Installation | |
| You can simply use pip to install the latest version of pyresearch. | |
| <div align="center">`pip install pyresearch`</div> | |
| <div align="center"> | |
| <a href="https://github.com/pyresearch/pyresearch" style="text-decoration:none;"> | |
| <img src="https://user-images.githubusercontent.com/34125851/226594737-c21e2dda-9cc6-42ef-b4e7-a685fea4a21d.png" width="2%" alt="" /></a> | |
| <img src="https://user-images.githubusercontent.com/34125851/226595799-160b0da3-c9e0-4562-8544-5f20460f7cc9.png" width="2%" alt="" /> | |
| <a href="https://www.linkedin.com/company/pyresearch/" style="text-decoration:none;"> | |
| <img src="https://user-images.githubusercontent.com/34125851/226596446-746ffdd0-a47e-4452-84e3-bf11ec2aa26a.png" width="2%" alt="" /></a> | |
| <img src="https://user-images.githubusercontent.com/34125851/226595799-160b0da3-c9e0-4562-8544-5f20460f7cc9.png" width="2%" alt="" /> | |
| <a href="https://twitter.com/Noorkhokhar10" style="text-decoration:none;"> | |
| <img src="https://user-images.githubusercontent.com/34125851/226599162-9b11194e-4998-440a-ba94-c8a5e1cdc676.png" width="2%" alt="" /></a> | |
| <img src="https://user-images.githubusercontent.com/34125851/226595799-160b0da3-c9e0-4562-8544-5f20460f7cc9.png" width="2%" alt="" /> | |
| <a href="https://www.youtube.com/@Pyresearch" style="text-decoration:none;"> | |
| <img src="https://user-images.githubusercontent.com/34125851/226599904-7d5cc5c0-89d2-4d1e-891e-19bee1951744.png" width="2%" alt="" /></a> | |
| <img src="https://user-images.githubusercontent.com/34125851/226595799-160b0da3-c9e0-4562-8544-5f20460f7cc9.png" width="2%" alt="" /> | |
| <a href="https://www.facebook.com/Pyresearch" style="text-decoration:none;"> | |
| <img src="https://user-images.githubusercontent.com/34125851/226600380-a87a9142-e8e0-4ec9-bf2c-dd6e9da2f05a.png" width="2%" alt="" /></a> | |
| <img src="https://user-images.githubusercontent.com/34125851/226595799-160b0da3-c9e0-4562-8544-5f20460f7cc9.png" width="2%" alt="" /> | |
| <a href="https://www.instagram.com/pyresearch/" style="text-decoration:none;"> | |
| <img src="https://user-images.githubusercontent.com/34125851/226601355-ffe0b597-9840-4e10-bbef-43d6c74b5a9e.png" width="2%" alt="" /></a> | |
| </div> | |
| <hr> | |
| """ | |
| st.markdown(html_content, unsafe_allow_html=True) | |
| # Continue with the rest of the Streamlit app code... | |
| # ... (as provided in the previous response) | |
| # Model selection | |
| model_option = st.selectbox("Select Model", ["GPT-4 Turbo", "GPT-4 Vision", "DALL-E API", "Text-to-Speech (TTS)"]) | |
| # Common Clarifai credentials | |
| PAT = 'bfdeb4029ef54d23a2e608b0aa4c00e4' | |
| USER_ID = 'openai' | |
| APP_ID = 'chat-completion' | |
| # Function to make API request and display output | |
| def make_api_request(model_id, model_version_id, raw_text): | |
| 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=APP_ID) | |
| post_model_outputs_response = stub.PostModelOutputs( | |
| service_pb2.PostModelOutputsRequest( | |
| user_app_id=userDataObject, | |
| model_id=model_id, | |
| version_id=model_version_id, | |
| inputs=[ | |
| resources_pb2.Input( | |
| data=resources_pb2.Data( | |
| text=resources_pb2.Text( | |
| raw=raw_text | |
| ) | |
| ) | |
| ) | |
| ] | |
| ), | |
| metadata=metadata | |
| ) | |
| 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: | |
| return post_model_outputs_response.outputs[0].data.image.base64 | |
| # GPT-4 Turbo | |
| if model_option == "GPT-4 Turbo": | |
| model_id = 'gpt-4-turbo' | |
| model_version_id = '182136408b4b4002a920fd500839f2c8' | |
| raw_text = st.text_area("Enter text prompt:", 'I love your Pyresearch very much') | |
| if st.button("Generate Text"): | |
| output_text = make_api_request(model_id, model_version_id, raw_text) | |
| st.write("Generated Text:", output_text) | |
| # GPT-4 Vision | |
| # ... (previous code) | |
| # GPT-4 Vision | |
| elif model_option == "GPT-4 Vision": | |
| model_id = 'gpt-4-vision-alternative' | |
| model_version_id = '12b67ac2b5894fb9af9c06ebf8dc02fb' | |
| raw_text = st.text_area("Enter text prompt for vision:", 'A penguin watching the sunset.') | |
| if st.button("Generate Image (GPT-4 Vision)"): | |
| output_image = make_api_request(model_id, model_version_id, raw_text) | |
| try: | |
| # Attempt to display the image | |
| st.image(output_image, caption='Generated Image', use_column_width=True) | |
| except Exception as e: | |
| st.error(f"Error displaying image: {e}") | |
| # ... | |