LangChain: How to Pass messages to Models
一般的框架是
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| llm = CHatOllama() message = { "role": "user", "content": [ ], }
response = llm.invoke([message]) print(response.text())
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如果需要传入多模态的输入的话,我们就在 message
的 content
栏位填入我们需要的东西即可
Texts
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| "content": [ { "type": "text", "text": "......", } ]
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Images
对于本地文件,可以传 base64 encode image。对于网络资源,可以传 URL
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| { "type": "image", "source_type": "base64", "mime_type": "image/jpeg", "data": "<base64 data string>", }
{ "type": "image", "source_type": "url", "url": "https://...", }
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Documents (PDF)
有的模型支持直接上传 PDF
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| { "type": "file", "source_type": "base64", "mime_type": "application/pdf", "data": "<base64 data string>", }
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Audio
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| { "type": "audio", "source_type": "base64", "mime_type": "audio/wav", "data": "<base64 data string>", }
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