The GenAI Stack - From Zero to Database-Backed Support Bot

Explore the GenAI App Dev Stack for building database-backed AI applications in this Docker AI/ML Hackathon 2023 workshop. Discover how to leverage the power of large language models, Neo4j, LangChain, and Ollama to create a support bot with just a single "docker-compose up" command. Learn to import data, create vector embeddings, and implement a chatbot that answers natural language questions using a combination of Large Language Models and Knowledge Graphs. Gain insights into the container architecture, the interaction between components, and the implementation of LangChain and Streamlit Python apps. Using Stackoverflow data as an example, acquire the skills and confidence to develop your first applications utilizing large language models, setting the foundation for your journey into generative AI development.

The GenAI Stack - from zero to database-backed Support Bot