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stream_processing kafka big_data realtime

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Streaming Text Embeddings for Retrieval Augmented Generation (RAG)

2024-09-18 · Big Data LDN 2024

Face To Face

by James Kinley

LLM MongoDB RAG Data Streaming

A 30 minute demo of how to use Redpanda Connect (powered by Benthos) to generate vector embeddings on streaming text. This session will walk through the architecture and configuration used to seamlessly integrate Redpanda Connect with LangChain, OpenAI, and MongoDB Atlas to build a complete Retrieval Augmented Generation data pipeline.