Update README.md

README.md

@@ -79,3 +79,53 @@ This section has moved here: [https://facebook.github.io/create-react-app/docs/d
 ### `npm run build` fails to minify
 
 This section has moved here: [https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify](https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify)
+
+# Install:
+# pip install transformers torch pillow duckduckgo-search
+
+from transformers import pipeline
+from PIL import Image
+from duckduckgo_search import DDGS
+
+print("😊 Starting FaceMatch AI...")
+
+# AI that describes images
+vision_ai = pipeline(
+    "image-to-text",
+    model="Salesforce/blip-image-captioning-base"
+)
+
+def search_face_image(photo_path):
+    print("\n😊 Hey! Let's look at your image.")
+
+    try:
+        image = Image.open(photo_path).convert("RGB")
+
+        print("🔎 Analyzing the image...")
+        description = vision_ai(image)[0]["generated_text"]
+
+        print(f"🧠 Image details: {description}")
+        print("🌐 Searching for related public webpages...")
+
+        with DDGS() as search:
+            results = list(search.text(
+                description,
+                max_results=10
+            ))
+
+        if results:
+            print("\n😊 Yay! I found some relevant search results!")
+
+            for i, result in enumerate(results, 1):
+                print(f"\n📄 Result {i}: {result['title']}")
+                print(f"🔗 Link: {result['href']}")
+                print(f"📝 {result['body']}")
+        else:
+            print("🙂 No results this time. Let's try another image.")
+
+    except Exception as error:
+        print(f"😕 Something went wrong: {error}")
+
+if __name__ == "__main__":
+    photo = input("📷 Enter the path to your image: ")
+    search_face_image(photo)