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Big Data LDN/Paris Face To Face 2024-09-18 at 12:40

Streaming Text Embeddings for Retrieval Augmented Generation (RAG)

Event: Big Data LDN 2024

Speakers

James Kinley

Principal Solutions Architect - Redpanda

Topics

LLM MongoDB RAG Redpanda Data Streaming

Description

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.