The file upload method allows users to upload input in the form of a csv file and subsequently display model predictions. Although our application was focused on a churn classification model, Streamlit can be used for other types of machine learning models both supervised and unsupervised. For ...
image_result = base64.b64encode(uploaded_file.getvalue()).decode('utf-8') chat_completion_from_base64 = client.chat.completions.create( messages=[{ "role": "user", "content": [ { "type": "text", "text": """Act as an OCR assistant. Analyze the provided image and: 1. Recognize ...
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Now also make sure you upload all your libraries and requirement name in a requirement.txt file. Version can also be mentioned like this python==3.9. When we mention version in the requirement file streamlit install all dependencies from there. If everything went well our app will be deployed...
if file_upload is not None: data = pd.read_csv(file_upload) X = dv.transform([data]) y_pred = model.predict_proba(X)[0, 1] churn = y_pred >= 0.5 churn = bool(churn) st.write(churn) When the user wants to batch score customers, the page layout will dynamical...
defprocess_invoice(s3_client:S3Client,bedrock_client:BedrockRuntimeClient,bucket_name:str,pdf_file_key:str)->Dict[str,str]:""" Process a single invoice by downloading it from S3 and using Bedrock to analyze it. Args: s3_client (S3Client): AWS S3 client ...
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This is a Python Streamlit app that takes an image as input from the user, analyzes the colors in the image, and displays the results. Usage Choose an image file to upload using the file upload widget. Click the "Analyze" button to perform color analysis on the image. The app will disp...
Configuration and Setup Step 1: Creating S3 Buckets Please make sure that you are in theus-west-2region. If another region is required, you will need to update the region variabletheRegionin theInvokeAgent.pyfile code. Domain Data Bucket: Create an S3 bucket to store the domain data. For...
Breadcrumbs streamlit /frontend / package.jsonTop File metadata and controls Code Blame 160 lines (160 loc) · 5.03 KB Raw { "name": "streamlit-browser", "version": "0.56.0", "private": true, "homepage": ".", "scripts": { "analyze": "source-map-explorer 'build/static/js/*.js...