Update app.py

app.py

@@ -37,17 +37,21 @@ print("printing item:")
 embedding = embedding_function([item['doc'] for item in payload])
 print(type(embedding))
 collection.add(
+    collection_name="food",
     documents=[item['doc'] for item in payload],
-    embeddings=embedding,
-    #metadatas=[{'payload':item} for item in payload],
+    #embeddings=embedding,
+    metadatas=[{'payload':item} for item in payload],
     ids=[f"id_{idx}" for idx, _ in enumerate(payload)]
     )
 
 def search_chroma(query:str):
-    results = collection.query(
-        query_embeddings=embedding_function([query]),
-        n_results=2
+    results = client.query(
+        #query_embeddings=embedding_function([query]),
+        collection="food",
+        query_text=query
+        #n_results=2
     )
+    return results
     text_only= [f"# Dish:\n{item}\n\n" for item in results['documents'][0]]
     return "".join(text_only)