Arabic financial statements document processing

[Bushra Asseri]

Hi everyone,

Hope you’re all doing well. I’m currently exploring solutions for processing Arabic financial statements including OCR, parsing, structuring, and data extraction and I was wondering if anyone here knows of any open source repositories, research projects, or internal tools related to this.

If you’ve come across anything useful (libraries, models, datasets, or full pipelines), I’d really appreciate any pointers or recommendations.

Best,

Bushra 

[Samhaa El-Beltagy]

Hi Bushra, 

We've looked into a lot of tools for this, and the one that worked for us,was google's gemini flash2.5 model. We use api calls to upload the statements, and use prompting to extract what we want and have it returned in json. There is a good free quota per day to cover your needs if you are not going to upload thousands of statements. 

Best of luck, 

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[Mohamed H.]

Assalamu alaikum,

If you want to self-host, you can look at: https://github.com/datalab-to/surya

Because financial statements are predictable and structured already, the OCR should, in theory, be relatively easier to achieve.

All the best.

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