Create app.py

App to retrieve the top results for each kind of query with using the multimodal search

app.py

@@ -0,0 +1,24 @@
+import gradio as gr
+from search_ocean import search_text, search_image, search_pdf
+
+def multimodal_search(query, image):
+    results = []
+    if query:
+        text_results = search_text(query)
+        pdf_results = search_pdf(query)
+        results += [f"📝 Text: {r['metadata']['filename']}\n{r['metadata']['content'][:200]}" for r in text_results]
+        results += [f"📄 PDF: {r['metadata']['filename']}\n{r['metadata']['content'][:200]}" for r in pdf_results]
+    if image:
+        image_results = search_image(image)
+        results += [f"🖼️ Image: {r['metadata']['filename']}" for r in image_results]
+    return "\n\n".join(results)
+
+gr.Interface(
+    fn=multimodal_search,
+    inputs=[
+        gr.Textbox(label="Text Query"),
+        gr.Image(type="pil", label="Image Query")
+    ],
+    outputs=gr.Textbox(label="Top Results"),
+    title="Multimodal RAG with Ocean and CLIP",
+).launch()