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This project helps users to convert Documents (.pdf, .png, .jpg, .jpeg) into Markdown for you ease of ingestion into LLM workflows. | ||
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It uses a public LLM endpint (doc2md) [here](https://llm.arc53.com/docs#/) | ||
This endpoint simply gives images or pdfs (converted to images) to visual model and asks it to conver it into markdown. | ||
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Here is a quick snippet using python to perform such task: | ||
```python | ||
# Client is your OpenAI compatible client | ||
model = 'meta-llama/Llama-3.2-11B-Vision-Instruct' | ||
prompt = "Convert the following image to just the markdown text, respond only with text and description of it if relevant." | ||
messages = [ | ||
{ | ||
"role": "user", | ||
"content": [ | ||
{ | ||
"type": "text", | ||
"text": prompt, | ||
}, | ||
{ | ||
"type": "image_url", | ||
"image_url": { | ||
"url": f"{base64_image}" | ||
}, | ||
}, | ||
] | ||
} | ||
] | ||
response = client.chat.completions.create(model=model, | ||
messages=messages, | ||
stream=False, | ||
max_tokens=int(max_new_tokens), | ||
**kwargs) | ||
``` |