An example of how to use the thinking budget parameter with the Gemini model.

Google Audio Input Bytes Content

Google Audio Input File Upload

Google Audio Input Local File Upload

Google Basic

Gemini Db

Example: Analyze files from public HTTPS URLs.

Google File Search Advanced

Google File Search Basic

Google File Search Rag Pipeline

In this example, we upload a text file to Google and then create a cache.

Example: Analyze files directly from Google Cloud Storage (GCS).

Async example using Gemini with tool calls.

Async example using Gemini with tool calls.

Async example using Gemini with tool calls.

Grounding with Gemini.

Google Image Editing

Google Image Generation

Google Image Input

Google Image Input File Upload

Example: Using the GeminiTools Toolkit for Image Generation

Example: Using the GeminiTools Toolkit for Image Generation

Gemini Knowledge

Gemini Pdf Input File Upload

Google Pdf Input Local

Google Pdf Input Url

Example: Analyze files from AWS S3 using pre-signed URLs.

Google Search with Gemini.

Gemini Storage And Memory

Google Structured Output

Google Text To Speech

Google Thinking Agent

Gemini Tool Use

Gemini Url Context

Combine URL context with Google Search for comprehensive web analysis.

Vertex AI Search with Gemini.

Google Vertexai With Credentials

Google Video Input Bytes Content

Google Video Input File Upload

Google Video Input Local File Upload

Google Video Input Youtube