Update app.py

app.py

@@ -10,8 +10,8 @@ wandb_api_key = os.environ["WANDB_API_KEY"]
 
 config = {
     "max_output_tokens": 800,
-    "model": "text-bison@001",
-    #"model": "gemini-pro",
+    #"model": "text-bison@001",
+    "model": "gemini-pro",
     "temperature": 0,
     "top_k": 250,
     "top_p": 0.999,
@@ -34,14 +34,14 @@ vertexai.init(project = project,
               credentials = credentials
              )
 
-from vertexai.language_models import TextGenerationModel
-generation_model = TextGenerationModel.from_pretrained(config.model)
-#from vertexai.preview.generative_models import GenerativeModel
-#generation_model = GenerativeModel(config.model)
+#from vertexai.language_models import TextGenerationModel
+#generation_model = TextGenerationModel.from_pretrained(config.model)
+from vertexai.preview.generative_models import GenerativeModel
+generation_model = GenerativeModel(config.model)
 
 def invoke(prompt):
-    completion = generation_model.predict(prompt = prompt).text
-    #completion = generation_model.generate_content(prompt).text
+    #completion = generation_model.predict(prompt = prompt).text
+    completion = generation_model.generate_content(prompt).text
     wandb.log({"prompt": prompt, "completion": completion})
     return completion
     #return "Execution is commented out, but you can view the code at https://huggingface.co/spaces/bstraehle/google-vertex-ai-llm/tree/main."