设置
使用MetaGPT需要配置模型API。我们将在本页面中介绍设置过程。
在安装完成后,请按照本文档中的说明完成配置,然后开始使用。 目前,该项目的示例只需要配置OpenAI API。
配置大模型API
OpenAI API
我们以OpenAI API为例说明配置过程,其他大模型的API配置过程是相同的。
您可以通过设置 config2.yaml 完成配置
使用config2.yaml
- 在当前工作目录中创建一个名为
config
的文件夹,并在其中添加一个名为config2.yaml
的新文件。 - 将示例config2.yaml文件的内容复制到您的新文件中。
- 将您自己的值填入文件中:
llm:
api_key: 'sk-...' # YOUR_API_KEY
model: 'gpt-4-turbo-preview' # or gpt-3.5-turbo-1106 / gpt-4-1106-preview
# base_url: 'https://api.openai.com/v1' # or any forward url.
# proxy: 'YOUR_PROXY' # Optional. If you want to use a proxy, set it here.
llm:
api_key: 'sk-...' # YOUR_API_KEY
model: 'gpt-4-turbo-preview' # or gpt-3.5-turbo-1106 / gpt-4-1106-preview
# base_url: 'https://api.openai.com/v1' # or any forward url.
# proxy: 'YOUR_PROXY' # Optional. If you want to use a proxy, set it here.
请记住:如果您按照安装中的git clone
方法,config/config2.yaml
文件已经存在。只需编辑它或创建一个名为~/.metagpt/config2.yaml
的副本进行编辑。这样您就不会意外地使用git提交和共享您的API密钥。
注意: MetaGPT将按照以下优先顺序读取您的设置:
~/.metagpt/config2.yaml > config/config2.yaml
现在您可以开始使用了!请参阅快速入门或我们的教程以进行第一次运行!
MetaGPT还支持各种LLM模型,根据您的需求配置模型API的密钥。
智谱 API
Check llm_config.py for more details.
llm:
api_type: 'zhipuai'
api_key: 'YOUR_API_KEY'
model: 'MODEL_NAME'
llm:
api_type: 'zhipuai'
api_key: 'YOUR_API_KEY'
model: 'MODEL_NAME'
科大讯飞的大模型 Spark API:
Check llm_config.py for more details.
llm:
api_type: 'spark'
app_id: 'YOUR_APPID'
api_key: 'YOUR_API_KEY'
api_secret: 'YOUR_API_SECRET'
domain: 'generalv2'
base_url: 'wss://spark-api.xf-yun.com/v3.1/chat'
llm:
api_type: 'spark'
app_id: 'YOUR_APPID'
api_key: 'YOUR_API_KEY'
api_secret: 'YOUR_API_SECRET'
domain: 'generalv2'
base_url: 'wss://spark-api.xf-yun.com/v3.1/chat'
Azure OpenAI API
Check llm_config.py for more details.
llm:
api_type: 'azure'
api_key: 'YOUR_API_KEY'
model: 'YOUR_MODEL_NAME'
llm:
api_type: 'azure'
api_key: 'YOUR_API_KEY'
model: 'YOUR_MODEL_NAME'
百度 千帆 API
支持ERNIE-*
模型和部分主流开源模型,详见metagpt/utils/token_counter.py
使用安全认证AK/SK鉴权
使用model
进行调用
llm:
api_type: qianfan
access_key: 'YOUR_ACCESS_KEY'
secret_key: 'YOUR_SECRET_KEY'
model: 'YOUR_MODEL_NAME like ERNIE-Bot-turbo'
llm:
api_type: qianfan
access_key: 'YOUR_ACCESS_KEY'
secret_key: 'YOUR_SECRET_KEY'
model: 'YOUR_MODEL_NAME like ERNIE-Bot-turbo'
使用endpoint
进行调用
llm:
api_type: qianfan
access_key: 'YOUR_ACCESS_KEY'
secret_key: 'YOUR_SECRET_KEY'
endpoint: 'YOUR_ENDPOINT_NAME like ernie_speed'
llm:
api_type: qianfan
access_key: 'YOUR_ACCESS_KEY'
secret_key: 'YOUR_SECRET_KEY'
endpoint: 'YOUR_ENDPOINT_NAME like ernie_speed'
使用应用AK/SK鉴权(不推荐)
使用model
进行调用
llm:
api_type: qianfan
api_key: 'YOUR_API_KEY'
secret_key: 'YOUR_SECRET_KEY'
model: 'YOUR_MODEL_NAME like ERNIE-Bot-turbo'
llm:
api_type: qianfan
api_key: 'YOUR_API_KEY'
secret_key: 'YOUR_SECRET_KEY'
model: 'YOUR_MODEL_NAME like ERNIE-Bot-turbo'
使用endpoint
进行调用
llm:
api_type: qianfan
api_key: 'YOUR_API_KEY'
secret_key: 'YOUR_SECRET_KEY'
endpoint: 'YOUR_ENDPOINT_NAME like ernie_speed'
llm:
api_type: qianfan
api_key: 'YOUR_API_KEY'
secret_key: 'YOUR_SECRET_KEY'
endpoint: 'YOUR_ENDPOINT_NAME like ernie_speed'
阿里云 灵积 DashScope API
支持qwen-*
模型和部分主流开源模型,详见metagpt/utils/token_counter.py
llm:
api_type: dashscope
api_key: 'YOUR_API_KEY'
model: 'YOUR_ENDPOINT_NAME like qwen-max'
llm:
api_type: dashscope
api_key: 'YOUR_API_KEY'
model: 'YOUR_ENDPOINT_NAME like qwen-max'
配置工具(可选)
除了让智能体能调用大模型,我们时常期望智能体能调用工具。我们需要配置好所需工具以完成准备工作。
网页搜索 API
Check search_config.py for more details.
## Supported api_type: serpapi/google/serper/ddg
## serper: Visit https://serper.dev/ to get key.
## serpapi: Visit https://serpapi.com/ to get key.
## google: Visit https://console.cloud.google.com/apis/credentials to get key.
## ddg: it is free, no need to get key.
search:
api_type: 'google' # serpapi/google/serper/ddg
api_key: 'YOUR_API_KEY'
cse_id: 'YOUR_CSE_ID' # only for google
## Supported api_type: serpapi/google/serper/ddg
## serper: Visit https://serper.dev/ to get key.
## serpapi: Visit https://serpapi.com/ to get key.
## google: Visit https://console.cloud.google.com/apis/credentials to get key.
## ddg: it is free, no need to get key.
search:
api_type: 'google' # serpapi/google/serper/ddg
api_key: 'YOUR_API_KEY'
cse_id: 'YOUR_CSE_ID' # only for google
网页浏览
browser:
engine: 'playwright' # playwright/selenium
# for playwright engine, please check https://playwright.dev/python/docs/api/class-browsertype
# for selenium engine, please check https://www.selenium.dev/documentation/webdriver/browsers
browser_type: 'chrome' # playwright: chromium/firefox/webkit; selenium: chrome/firefox/edge/ie
browser:
engine: 'playwright' # playwright/selenium
# for playwright engine, please check https://playwright.dev/python/docs/api/class-browsertype
# for selenium engine, please check https://www.selenium.dev/documentation/webdriver/browsers
browser_type: 'chrome' # playwright: chromium/firefox/webkit; selenium: chrome/firefox/edge/ie
Azure TTS
azure_tts_subscription_key: 'YOUR_API_KEY'
azure_tts_region: 'eastus'
azure_tts_subscription_key: 'YOUR_API_KEY'
azure_tts_region: 'eastus'
Mermaid
Check mermaid_config.py for more details.
mermaid:
engine: 'nodejs' # nodejs/ink/playwright/pyppeteer
path: 'mmdc' # such as './node_modules/.bin/mmdc'
puppeteer_config: './config/puppeteer-config' # only for nodejs
pyppeteer_path: '/usr/bin/google-chrome-stable' # only for pyppeteer
mermaid:
engine: 'nodejs' # nodejs/ink/playwright/pyppeteer
path: 'mmdc' # such as './node_modules/.bin/mmdc'
puppeteer_config: './config/puppeteer-config' # only for nodejs
pyppeteer_path: '/usr/bin/google-chrome-stable' # only for pyppeteer
其他配置(可选)
Check config2.example.yaml and config2.py for more details.
enable_longterm_memory: false
prompt_schema: json #json or markdown
enable_longterm_memory: false
prompt_schema: json #json or markdown