Past event — This event ended 32 days ago.
AI/ML Workshop: Space Camp San Francisco
About the event
**PLEASE NOTE- YOU MUST [REGISTER HERE](https://www.astronomer.io/events/space-camp/sf/?utm_source=meetup&utm_medium=community&utm_campaign=space-camp-sf-7-26) TO APPLY TO JOIN. REGISTERING ON THIS PAGE WILL NOT GRANT YOU ACCESS TO THE EVENT** The data universe is expanding. You've been recruited. It's time to build. Step into the role of a data engineer at AstroTrips, a fictional interplanetary travel company, and build an AI-powered pipeline to process customer review using LLM analysis, intelligent routing, vector embeddings, and an AI agent that drafts responses, all with human-in-the-loop approval. **Workshop Details** * **Focus:** AI and LLM orchestration patterns * **Level:** Intermediate * **Prerequisites:** Basic Python knowledge, familiarity with Airflow concepts helpful but not required * **Environment:** Browser-based (Astro IDE), no local setup or Docker required **Mission Breakdown** We'll kick off with an introduction to AstroTrips, Airflow as a unified control plane for data and AI, and the decorator-based approach to LLM orchestration. **Hands-on Workshop Stages:** * **Setup:** Connect to the Astro IDE, start your Airflow environment, and explore the Support Portal plugin. * **Analyze reviews:** Build an LLM pipeline that classifies and summarizes customer reviews, including image analysis for reviews with attachments. * **Route reviews**: Use AI-powered branching to assign reviews to the right team, with dynamic task mapping over the full review queue. * **Embed reviews:** Generate vector embeddings and store them for similarity search, with asset-triggered scheduling. * **Respond to reviews:** Build an agent with database tools that drafts customer responses, then pause for human approval before persisting the result. **Mission Accomplished** After the workshop, stick around for drinks and snacks on our post-mission networking reception. **Agenda** * **3:45pm** \- Doors open * **4:00pm** \- Kickoff * **4:10pm** \- Presentation and Q&A with Laurel * **4:40pm** \- Break * **4:45pm** \- 90\-minute hands\-on build: AI pipelines with Airflow 3 * **6:20pm** \- Networking\, drinks & bites * **7:00pm** \- Event concludes **PLEASE NOTE- YOU MUST [REGISTER HERE](https://www.astronomer.io/events/space-camp/sf/?utm_source=meetup&utm_medium=community&utm_campaign=space-camp-sf-7-26) TO APPLY TO JOIN. REGISTERING ON THIS PAGE WILL NOT GRANT YOU ACCESS TO THE EVENT**
