Retrieval Augmented Generation (RAG) with Data Streaming for GenAI Applications

Explore Retrieval Augmented Generation (RAG) with data streaming in this 13-minute video featuring Kai Waehner, Global Field CTO at Confluent. Learn how to prevent hallucinations in large language models (LLMs) for GenAI applications by leveraging real-time, contextualized, and trustworthy data. Discover the power of combining RAG with a data streaming platform using Apache Kafka and Flink. Gain insights into the concept of RAG, understand the benefits of Apache Kafka and Flink, and explore practical use cases. Delve into the implementation of RAG with a data streaming platform and conclude with a comprehensive summary of the key takeaways.

- What is RAG?
- Why Apache Kafka and Flink
- RAG with a Data Streaming Platform
- Use Cases
- Summary