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Answering readers questions about real-time news: a B2C RAG-based chatbot for Corriere della Sera

Intermediate
Architectures
generative AI

Aula: AI

26 ott, 15:00 - 15:50

Italian

We’ve developed and published a chatbot that is able to answer questions on economy / finance / stock market, using the contents of Corriere della Sera. We'll do a brief introduction on the topics of genAI and RAG. Then we’ll discuss the main challenges faced in the project: - handling 30.000+ contents - handling a continuous update of the vectorDB contents - handling the time dimension (a document vector that is semantically similar to the user query but outdated is less relevant) - handling latency (streaming, caching, etc)