Retrieval Augmented Generation (RAG) Reducing Hallucinations in GenAI Apps (pinecone.io)

Products built on Large Language Models (LLMs) are brilliant yet flawed. Hallucinations occur when LLMs lack the private or domain-specific knowledge required to answer questions correctly.

In this post, we explain what RAG is and how it can help reduce the likelihood of hallucinations in GenAI applications.

(disclaimer: i cofounded Chroma)

if you are building locally and dont want to send your data anywhere - try the open-source alternative Chroma https://github.com/chroma-core/chroma