{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/1cd6554ed9bb425aa1f2d71631997cf4\" frameborder=\"0\" width=\"1280\" height=\"960\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":960,"width":1280,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":960,"thumbnail_width":1280,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/1cd6554ed9bb425aa1f2d71631997cf4-ad7f67d82627232e.gif","duration":280.311,"title":"Docs Data Professionals Advisor Demo and Feedback 😊","description":"In my Loom I presented Docs, the Data Professionals Advisor, an interactive chatbot that answers only relevant questions and cites the right PDF or cheat sheet when it uses data. I shared how Docs was built using GPT 4.1 mini, a vector database with Agno, Gradio as the user interface, and Hugging Face for deployment, plus why I chose 4.1 mini for cost effectiveness and quality. I showed it at work, including expanding and downloading the cited PDF. I also asked for viewer feedback using the Helpful or Not helpful buttons, which get saved in logs. Finally, I reviewed the flow architecture, key lessons, and next steps."}