I am beyond excited to publish our newest Weaviate Podcast with Shishir Patil and Tianjun Zhang, co-authors of the Gorilla LLMs for using APIs!<p>This is quite a mindblowing paper, really taking LLM tool use to the next level! I learned so much from chatting with Shishir and Tianjun to understand their perspectives. So many interesting topics wrapped up in this from the basics of what it means to collect API examples in a dataset and train a specialized LLM on this task, as well as the details of Self-Instruct dataset generation, Retrieval-Aware Training, ablating performance with and without retrieval in both training and testing, the HuggingFace model hub as a collection of APIs, the future of software integrations, and so much more!<p>I hope you enjoy the podcast! As always I am more than happy to answer any questions or discuss any ideas you have about the content in the podcast! Thanks so much Shishir and Tianjun, this was a blast!<p>https://www.youtube.com/watch?v=HUtYOLX7HZ4