LLM

From RAG to Riches: AI That Knows Your Support Stack 

From RAG to Riches: AI That Knows Your Support Stack 

In this post, we walk through how to build a RAG pipeline using YugabyteDB’s new vector capabilities to enable smarter and more context-aware support automation. Discover how to ingest internal documents, vectorize them, store them efficiently in YugabyteDB, and finally how to use an LLM like GPT-4 to answer internal questions—rooted in your own support stack data.

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Multimodal Search with PostgreSQL pgvector

Multimodal Search with PostgreSQL pgvector

Large language models (LLMs) have evolved beyond generating text responses to interpreting text prompts. Discover how you can use a multimodal LLM to search your AI applications with PostgreSQL pgvector. This blog examines the architecture, database schema, and code required to build an application that searches recipes by both text and image.

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