{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/45c328b138fe4e6e841d16dc4baee01d\" frameborder=\"0\" width=\"1920\" height=\"1440\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1440,"width":1920,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1440,"thumbnail_width":1920,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/45c328b138fe4e6e841d16dc4baee01d-3c3d7c84e006850e.gif","duration":227.633766,"title":"AI Real Estate Intelligence Engine Demo 🚀","description":"Hi, I am Mohammad Aslam, and I am presenting my AI Real Estate Intelligence Engine built with Generative AI and RAC. Users paste up to three real estate article URLs into a chatbot, and I scrape and process the content into chunks, create embeddings with ActiveFace, and store them in ChromaDB. When a user asks a question, I do semantic search to retrieve relevant chunks and then generate an accurate answer with an LLM via LangChain, and stream it to the UI. I demonstrated the live flow in the AHA board and invited viewers to try it by pasting article links and asking questions."}