Using Chat Bison on GCP Vertex AI

Implementation guide · Palm 2 · Google DeepMind

Serverless

GCP Vertex AI exposes Chat Bison through model ID chat-bison-001. Use the setup steps, sourced pricing, capabilities, and official provider links below to validate this route before deployment.

Last refreshed 2026-06-15. Next refresh: weekly.

Quick Start

  1. 1
    Create an account at GCP Vertex AI and generate an API key.
  2. 2
    Use the GCP Vertex AI SDK or REST API to call chat-bison-001 — see the documentation for request format.
  3. 3
    You'll be billed $0.50/1M input, $0.50/1M output tokens. See full pricing.

Code Examples

Install
pip install google-cloud-aiplatform
API key
GOOGLE_CLOUD_PROJECT
Model ID
chat-bison-001

For Google-published models use the model name directly, e.g. "gemini-2.0-flash-001". For third-party publishers (Anthropic, Meta, etc.) use the full publisher path, e.g. "publishers/anthropic/models/claude-3-5-sonnet-v2@20241022".

import os
import vertexai
from vertexai.generative_models import GenerativeModel

# Reads GOOGLE_CLOUD_PROJECT from env; authenticates via Application Default Credentials
vertexai.init(project=os.environ["GOOGLE_CLOUD_PROJECT"], location="us-central1")
model = GenerativeModel("chat-bison-001")
response = model.generate_content("Hello")
print(response.text)

Pricing on GCP Vertex AI

TypePrice (per 1M)
Input tokens$0.50
Output tokens$0.50

Capabilities

Structured Outputs

About Chat Bison

Chat Bison, a large language model from Google, is adept at multi-turn conversations, excelling in language understanding and generation for interactive applications. Although details about its architecture are limited, it is based on Google's PaLM 2 framework and trained on extensive text and code datasets. This model is proficient in various language tasks, including code and text generation, editing, and problem-solving, and is particularly well-suited for multilingual content and handling synonymous inquiries in FAQ systems.

Model Specs

Released2023-12-06
Context8k
ArchitectureDecoder Only

Provider

GCP Vertex AI

Google Cloud Platform (GCP)

Mountain View, California, United States