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docs/docs/installation/advanced_usage/More_proxyllms.md
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# ProxyLLMs | ||
DB-GPT can be deployed on servers with lower hardware through proxy LLMs, and now dbgpt support many proxy llms, such as OpenAI、Azure、Wenxin、Tongyi、Zhipu and so on. | ||
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### Proxy model | ||
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import Tabs from '@theme/Tabs'; | ||
import TabItem from '@theme/TabItem'; | ||
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<Tabs | ||
defaultValue="openai" | ||
values={[ | ||
{label: 'Open AI', value: 'openai'}, | ||
{label: 'Azure', value: 'Azure'}, | ||
{label: 'Qwen', value: 'qwen'}, | ||
{label: 'ChatGLM', value: 'chatglm'}, | ||
{label: 'WenXin', value: 'erniebot'}, | ||
]}> | ||
<TabItem value="openai" label="open ai"> | ||
Install dependencies | ||
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```python | ||
pip install -e ".[openai]" | ||
``` | ||
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Download embedding model | ||
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```python | ||
cd DB-GPT | ||
mkdir models and cd models | ||
git clone https://huggingface.co/GanymedeNil/text2vec-large-chinese | ||
``` | ||
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Configure the proxy and modify LLM_MODEL, PROXY_API_URL and API_KEY in the `.env`file | ||
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```python | ||
# .env | ||
LLM_MODEL=chatgpt_proxyllm | ||
PROXY_API_KEY={your-openai-sk} | ||
PROXY_SERVER_URL=https://api.openai.com/v1/chat/completions | ||
# If you use gpt-4 | ||
# PROXYLLM_BACKEND=gpt-4 | ||
``` | ||
</TabItem> | ||
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<TabItem value="Azure" label="Azure"> | ||
Install dependencies | ||
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```python | ||
pip install -e ".[openai]" | ||
``` | ||
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Download embedding model | ||
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```python | ||
cd DB-GPT | ||
mkdir models and cd models | ||
git clone https://huggingface.co/GanymedeNil/text2vec-large-chinese # change this to other embedding model if needed. | ||
``` | ||
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Configure the proxy and modify LLM_MODEL, PROXY_API_URL and API_KEY in the `.env`file | ||
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```python | ||
# .env | ||
LLM_MODEL=proxyllm | ||
PROXY_API_KEY=xxxx | ||
PROXY_API_BASE=https://xxxxxx.openai.azure.com/ | ||
PROXY_API_TYPE=azure | ||
PROXY_SERVER_URL=xxxx | ||
PROXY_API_VERSION=2023-05-15 | ||
PROXYLLM_BACKEND=gpt-35-turbo | ||
API_AZURE_DEPLOYMENT=xxxx[deployment_name] | ||
``` | ||
</TabItem> | ||
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<TabItem value="qwen" label="通义千问"> | ||
Install dependencies | ||
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```python | ||
pip install dashscope | ||
``` | ||
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Download embedding model | ||
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```python | ||
cd DB-GPT | ||
mkdir models and cd models | ||
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# embedding model | ||
git clone https://huggingface.co/GanymedeNil/text2vec-large-chinese | ||
or | ||
git clone https://huggingface.co/moka-ai/m3e-large | ||
``` | ||
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Configure the proxy and modify LLM_MODEL, PROXY_API_URL and API_KEY in the `.env`file | ||
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```python | ||
# .env | ||
# Aliyun tongyiqianwen | ||
LLM_MODEL=tongyi_proxyllm | ||
TONGYI_PROXY_API_KEY={your-tongyi-sk} | ||
PROXY_SERVER_URL={your_service_url} | ||
``` | ||
</TabItem> | ||
<TabItem value="chatglm" label="chatglm" > | ||
Install dependencies | ||
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```python | ||
pip install zhipuai | ||
``` | ||
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Download embedding model | ||
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```python | ||
cd DB-GPT | ||
mkdir models and cd models | ||
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# embedding model | ||
git clone https://huggingface.co/GanymedeNil/text2vec-large-chinese | ||
or | ||
git clone https://huggingface.co/moka-ai/m3e-large | ||
``` | ||
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Configure the proxy and modify LLM_MODEL, PROXY_API_URL and API_KEY in the `.env`file | ||
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```python | ||
# .env | ||
LLM_MODEL=zhipu_proxyllm | ||
PROXY_SERVER_URL={your_service_url} | ||
ZHIPU_MODEL_VERSION={version} | ||
ZHIPU_PROXY_API_KEY={your-zhipu-sk} | ||
``` | ||
</TabItem> | ||
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<TabItem value="erniebot" label="文心一言" default> | ||
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Download embedding model | ||
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```python | ||
cd DB-GPT | ||
mkdir models and cd models | ||
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# embedding model | ||
git clone https://huggingface.co/GanymedeNil/text2vec-large-chinese | ||
or | ||
git clone https://huggingface.co/moka-ai/m3e-large | ||
``` | ||
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Configure the proxy and modify LLM_MODEL, MODEL_VERSION, API_KEY and API_SECRET in the `.env`file | ||
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```python | ||
# .env | ||
LLM_MODEL=wenxin_proxyllm | ||
WEN_XIN_MODEL_VERSION={version} # ERNIE-Bot or ERNIE-Bot-turbo | ||
WEN_XIN_API_KEY={your-wenxin-sk} | ||
WEN_XIN_API_SECRET={your-wenxin-sct} | ||
``` | ||
</TabItem> | ||
</Tabs> | ||
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:::info note | ||
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⚠️ Be careful not to overwrite the contents of the `.env` configuration file | ||
::: |
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