This sample demonstrates how to use Vertex AI's Grounding API. Grounding lets you provide additional information to the model, such as documents or URLs, which can improve the accuracy and relevance of the generated response. This specific example showcases the use of Vertex AI Search (your data) or Google Search (web search across the Internet) as a grounding source. A grounded text response and citations are returned.
Explore further
For detailed documentation that includes this code sample, see the following:
Code sample
Python
Before trying this sample, follow the Python setup instructions in the Vertex AI quickstart using client libraries. For more information, see the Vertex AI Python API reference documentation.
To authenticate to Vertex AI, set up Application Default Credentials. For more information, see Set up authentication for a local development environment.
What's next
To search and filter code samples for other Google Cloud products, see the Google Cloud sample browser.