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Integrates LLM Azure OpenAI (#1318)
### What problem does this PR solve? feat: Integrates LLM Azure OpenAI #716 ### Type of change - [x] New Feature (non-breaking change which adds functionality) ### Other It's just the back-end code, the front-end needs to provide the Azure OpenAI model addition form. #### Required parameters - base_url - api_key --------- Co-authored-by: yonghui li <yonghui.li@bondex.com.cn>
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@ -13,6 +13,7 @@
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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from openai.lib.azure import AzureOpenAI
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from zhipuai import ZhipuAI
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import io
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from abc import ABC
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@ -87,6 +88,25 @@ class GptV4(Base):
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)
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return res.choices[0].message.content.strip(), res.usage.total_tokens
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class AzureGptV4(Base):
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def __init__(self, key, model_name, lang="Chinese", **kwargs):
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self.client = AzureOpenAI(api_key=key, azure_endpoint=kwargs["base_url"], api_version="2024-02-01")
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self.model_name = model_name
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self.lang = lang
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def describe(self, image, max_tokens=300):
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b64 = self.image2base64(image)
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prompt = self.prompt(b64)
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for i in range(len(prompt)):
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for c in prompt[i]["content"]:
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if "text" in c: c["type"] = "text"
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res = self.client.chat.completions.create(
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model=self.model_name,
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messages=prompt,
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max_tokens=max_tokens,
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)
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return res.choices[0].message.content.strip(), res.usage.total_tokens
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class QWenCV(Base):
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def __init__(self, key, model_name="qwen-vl-chat-v1", lang="Chinese", **kwargs):
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