Retrieval Augmented Generation (RAGs) - I
Why do you want to "chat" with your data?
Arguably, the biggest and most popular use-case of LLMs following the zillion uses of ChatGPT is chatting with your data. Google knows this as custom chatgpt, custom gpt or custom chatbot and you can see how their popularity has soared.
Now, you must be curious if your business can benefit from this trend, right? Believe me, it feels like magic once the chatbot starts streaming answers that you thought took weeks to teach a new employee.
To try out an app that does this, checkout ChatPDF.com with any pdf on your computer, like your resume for example. Actually, I did exactly that for RightJoin.co, a candidate-qualification application that tailors questions to specific jobs and resumes. check out a demo below.
In the RAG series, or rather chat-with-your-data series to keep things llmentary, let’s peel this trend layer-by-layer, with each post increasing in depth and density.
If you are curious about the following questions, you will enjoy these.
I’ve heard AI chatbots are effective with frequent customer service queries and capturing leads, are they?
Can I get one for my company’s knowledge base?
My knowledge base comprises of word docs, pdfs and website articles. Will it work with all of these?
Is it….accurate and can I trust it to talk to my customers?
The answer- Yes.
Stay tuned.