Session 13-G

From Zero to Database-backed Support Bot - Using new GenAI Stack- Docker, LangChain, Ollama & Neo4j

With the breakthrough of large language models, generative AI capabilities are now possible for every developer. But where to start? In a partnership between Docker, Neo4j, LangChain, and Ollama we created a GenAI Stack for building database-backed GenAI applications. With a single “docker-compose up,” you get them up and running and can start importing data and creating vector embeddings, as well as using an example chatbot application to answer natural language questions using a combination of a Large Language Model and a Knowledge Graph. In this session, we will look behind the scenes into the containers of the GenAI Stack, how they work together and how the LangChain and Streamlit Python apps are implemented.

Speaker

Alison Cossette

Data Science Advocate, Neo4j

Welcome to the CDOIQ Symposium, where innovation meets data excellence! Our symposium sponsors play a crucial role in shaping the future of data and information quality. As champions of cutting-edge technologies, thought leadership, and industry advancements, these forward-thinking organizations contribute to a dynamic ecosystem dedicated to harnessing the power of data for transformative business outcomes. Join us in recognizing and celebrating the invaluable support of our sponsors, who drive the conversation and inspire breakthroughs in the rapidly evolving landscape of Chief Data and Information Quality. Together, we pave the way for a data-driven future that propels organizations to unprecedented heights of success.