debug

app.py

@@ -54,6 +54,9 @@ try:
     model = AutoModel.from_pretrained('nomic-ai/nomic-embed-text-v1.5', trust_remote_code=True)
 
     logging.info("Successfully loaded the model and tokenizer with transformers.")
+    # Initialize the Qdrant searcher after the model is successfully loaded
+    global searcher  # Ensure searcher is accessible globally if needed
+    searcher = QdrantSearcher(encoder=model, qdrant_url=qdrant_url, access_token=access_token)
 except Exception as e:
     logging.error(f"Failed to load the model: {e}")
     raise HTTPException(status_code=500, detail="Failed to load the custom model.")