How to Anonymize Your Data Before Putting in ChatGPT ( LangChain + Presidio)

Data anonymization is crucial before passing information to a language model like GPT-4 because it helps protect privacy and maintain confidentiality. If data is not anonymized, sensitive information such as names, addresses, contact numbers, or other identifiers linked to specific individuals could potentially be learned and misused. Lets see how we can automatically anonymize our data using Langchain plus Microsoft presidio in this video.
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Code used in this video is in Discord Channel under References:
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[@arockdurai5110]

A very useful tip. i was thinking of redacting, but your solution is much better.

[@kocaymigo203]

thank you for your presentation, is there a technique that allows you to detect a computer language (code, script, function, methode) in the prompt

[@Martyniqo]

Thank you! Do you think it’s possible to do this on Polish surnames?

[@asdasdaa7063]

Where are the links bro lol

[@MG_cafe]

Discord channel under reference section . The link is in video description

[@asdasdaa7063]

Great thanks, can you make a video which combines the topic in this video which is Anonymize Your Data with LangChain + Presidio, i'd love to see this in action with a SQL database, as you know we can also do natural language to sql query. So i think combining these would be pretty amazing, would love a video on that if possible. Subbed!@@MG_cafe