Session 5: Building a Production-Grade Open-Source RAG System with Llama 2, FastAPI, and Chainlit

[0:00] Feedback [8:05] ArXiv RAG Proof of Concept with Chainlit & Demo [41:45] Making our RAG System Production Ready with Open-Source Llama 2, FastAPI, and Docker [49:20] Quick Primer on Containers [60:00] Serving a Scalable FastAPI Application Leveraging Celery and Redis Demo [1:26:13] Conclusions Course Materials: 🧑‍💻 GitHub Repository of 🖇️ Combining Systems: Chainlit App with Langchain and FastAPI Deployment: github.com/AI-Maker-Space/LLM-Ops-Cohort-1/tree/ma… 🧑‍💻 GitHub Repository of Serving a Scalable Fast API application leveraging Celery and Redis :github.com/AI-Maker-Space/LLM-Ops-Cohort-1/tree/ma… 🧑‍🏫 Slide Deck: www.canva.com/design/DAFs9I5CmQk/aglyznV--Vi4b-1iE…