Leveraging the capabilities of Large Language Models (LLM) using APIs such as the OpenAI APIs is an easy way to add intelligence and advanced functionality to your applications. However, token costs add up and they can get quite expensive. Then there’s the nagging question of privacy and security. Finally, you’re limited in your ability to experiment and customize. But if you have a powerful machine with a GPU or two sitting around, wouldn’t it be great to utilize it for running one of those open source LLMs? Here’s how you can do it.
Read MoreWriting a business card reader can be tedious. I first tried using Tesseract, an open-source Optical Character Recognition (OCR) engine. But besides OCR, you still need to segment the images, do optical character recognition (OCR) then identify text patterns for names, title, phones, emails, etc and extract them. Quite a lot of work if you have a big stack of business cards to go through.
But thankfully, technology and especially AI has come a long way and we can use widely available AI engines such as OpenAI’s to make the job easier… unbelievably easier. In this post, we’ll go through the whole thing from start to finish.
Read MoreBusiness cards, those little cards with your contact information. I remember when I got my first box, I felt like a complete office professional! Giving and receiving them was a stringent ritual. I even had business card holders and organizers. But that was a long time ago. Do people still use those?!?
Well, apparently they still do. Yesterday, I got a big stack from my wife from her Singapore trip and she asked if I can encode the data into a spreadsheet. So me being me, instead of spending some time encoding, I spent a bit more time coding.
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