Update app.py

app.py

@@ -8,10 +8,35 @@ from memory import MemoryVectorStore
 from auth import authorize
 from session import init_session_db, create_session, log_interaction, get_session_logs
 
-ui.launch(share=False)
+import gradio as gr
+from sentence_transformers import SentenceTransformer
+import faiss
+import numpy as np
 
-app = FastAPI()
-memory = MemoryVectorStore()
+model = SentenceTransformer('all-MiniLM-L6-v2')
+index = faiss.IndexFlatL2(384)
+memory_text = []
+
+def autonomous_agent(input_text):
+    vec = model.encode([input_text])
+    index.add(vec)
+    memory_text.append(input_text)
+
+    if index.ntotal > 1:
+        D, I = index.search(vec, k=2)
+        related = memory_text[I[0][1]]
+        response = f"🧠 Memory Match: {related}\n🤖 Working on: {input_text}"
+    else:
+        response = f"🤖 Received: {input_text}\n🧠 No prior memory yet."
+
+    return response
+
+ui = gr.Interface(fn=autonomous_agent, inputs="text", outputs="text", title="Autonomous AI Agent", description="Self-enhancing chatbot with vector memory.")
+
+
+from gradio.routes import mount_gradio_app
+# Mount Gradio app on FastAPI
+app = mount_gradio_app(app, ui, path='/gradio')
 
 init_session_db()