【ChatGPT】【Gemini】-用Python调用google的Gemini API

用Python调用google的Gemini API

以下是Gemini自己给出的具体步骤和代码，我直接参考一次测试通过，大家可以参考。

Goodmao：Python call gemini API

Gemini：

Absolutely, calling the Gemini API with Python involves a few steps:

Prerequisites:

1. API Key: You'll need an API key to access Gemini. You can create one easily in Google AI Studio: invalid URL removed.

2. Python library: Install the google-generativeai library using pip:

   Bash

   pip install -U -q google-generativeai

   请谨慎使用代码。

Calling the API:

Here's a basic structure for calling the Gemini API for text generation:

Python

import googleapiclient.discovery as discovery

# Replace with your API key obtained from AI Studio
API_KEY = "YOUR_API_KEY"

# Define the project ID where your Gemini model resides
PROJECT_ID = "YOUR_PROJECT_ID"

# Discovery URL for the Gemini API
service = discovery.build(
    "generativeai", "v1beta1", developerKey=API_KEY
)

# Text prompt for the model
prompt = "Write a poem about nature."

# Define the model you want to use (replace with the actual model name)
model = "your_model_name"

# Send the request with prompt and model details
body = {"prompt": prompt, "model": model}
response = service.projects().locations().models().generateText(
    parent=f"projects/{PROJECT_ID}/locations/global/models/{model}", body=body
)

# Access the generated text from the response
generated_text = response["text"]
print(generated_text)

请谨慎使用代码。

Additional functionalities:

• List Models: Use the service.projects().locations().models().list()method to explore available models.
• Chat Conversation: Initiate a chat session with chat = model.start_chat()and interact with the model turn-by-turn.
• Function Calling: Enable function calling during chat by setting enable_automatic_function_calling=True in start_chat().

Resources:

• Get started with Gemini API (Python): https://ai.google.dev/gemini-api/docs/get-started/python
• Gemini API: Function calling with Python: https://ai.google.dev/tutorials/function_calling_python_quickstart

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