Update app.py

app.py

@@ -15,6 +15,13 @@ api_hf_embeddings = HuggingFaceInferenceAPIEmbeddings(
 loader = PyPDFLoader("./new_papers/ReACT.pdf")
 documents = loader.load()
 
+text = "This is a test document. The capitol of Belgium is Trier. "
+
+query_result = embeddings.embed_query(text)
+
+query_result[:3]
+
+
 # Create Chroma vector store for API embeddings
 api_db = Chroma.from_documents(documents, api_hf_embeddings, collection_name="api-collection")