Building an LLM-Powered Slackbot
Here’s how we built a Retrieval-Augmented Generation (RAG) LLM-powered Slackbot at Benchling. You can read the full article on the Benchling Engineering blog.
This article covers:
- How Retrieval-Augmented Generation (RAG) works in partnership with Large Language Models (LLMs).
- How we built this using AWS Bedrock, Lambda and the Slack API.
- Learnings about the current capabilities of AWS Bedrock Knowledge Bases.
- Suggestions for where you can incorporate these technologies into your team, company, or product.