app.py

from flask import Flask, request, jsonify

import requests
from imageEmbedding.index import get_image_embedding
from imageToText.index import extract_text

app = Flask(__name__)


@app.route('/extract_image_text_and_embedding', methods=['POST'])
def get_image_embedding_route():
    try:
        image_url = request.json.get("imageUrl")
        print(image_url)
        response = requests.get(image_url)
        if response.status_code != 200:
            return jsonify({"error": "Failed to download image"}), 500
        binary_data = response.content
        extracted_text = extract_text(binary_data)
        image_embedding = get_image_embedding(binary_data)
        image_embedding_list = image_embedding.tolist()
        return jsonify({"image_embedding": image_embedding_list,"extracted_text":extracted_text}), 200

    except Exception as e:
        return jsonify({"error": str(e)}), 500


@app.route('/extract_image_text_and_embedding_binary_data', methods=['POST'])
def get_image_embedding_binary_route():
    try:
        # Assuming the image data is sent in the request body
        binary_data = request.get_data()
        if not binary_data:
            return jsonify({"error": "No image data provided"}), 400

        extracted_text = extract_text(binary_data)
        image_embedding = get_image_embedding(binary_data)
        image_embedding_list = image_embedding.tolist()
        return jsonify({"image_embedding": image_embedding_list, "extracted_text": extracted_text}), 200

    except Exception as e:
        return jsonify({"error": str(e)}), 500