Retrieval Augmented Generation (RAG) with Data Streaming

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How do you prevent hallucinations from large language models (LLMs) in GenAI applications?

LLMs need real-time, contextualized, and trustworthy data to generate the most reliable outputs. Kai Waehner, Global Field CTO at Confluent, explains how RAG and a data streaming platform with Apache Kafka and Flink make that possible.

RESOURCES

CHAPTERS
0:00 - What is RAG?
2:19 - Why Apache Kafka and Flink
3:40 - RAG with a Data Streaming Platform
8:54 - Use Cases
10:34 - Summary

ABOUT CONFLUENT

#GenAI #LLM #RAG #confluent #apachekafka #kafka #apacheflink #flink #cloud
  1. Confluent
  2. confluent
  3. apache kafka
  4. streams
  5. logs
  6. hadoop
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