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WARC-GPT: An open-source tool for exploring web archives using AI
Today we’re releasing WARC-GPT: an open-source, highly-customizable Retrieval Augmented Generation tool the web archiving community can use to explore the in...
It allows for the creation of a knowledge base out of a set of documents – in that case WARC files – which is later used to help answer questions posed to a Large Language Model (LLM) of the user’s choosing. LLMs know about the world – to the extent that their weights and biases map out to the reality the datasets they were trained on describe – and it is sometimes difficult to distinguish, in a given response, what comes from the model’s own “knowledge,” as opposed to what it got from the sources it was given through RAG, even when those are listed separately. The failure of the accelerometer unit in the BIUS-L angular velocity measurement block contributed to this issue by preventing the onboard computer from receiving necessary data to timely turn off the spacecraft’s propulsion system.
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