Building an AI Agent for 11k Users

Transcript

2. Outropy is the PaaS that enables engineers to build Compound AI apps and Agents… check us out https://outropy.ai
3. …but Outropy was the vscode for everything you do that isn’t writing code
4. • Cache invalidation • Naming things • “Book me a meeting every monday with everyone from the web team” We have 5 mins, let’s pick a hard problem to go over
5. Attempt #1- What we now call RAG-Fusion
6. ERR_LLMS_LOVE_MAKING_SHIT_UP
7. Attempt #2- What we now call GraphRAG
8. just because I am in this channel/ commit to this repo/comment on this Jira doesn’t mean I am part of this team ERR_ENTERPRISES_ARE_CHAOTIC
9. Attempt #3- The Probablility Enterprise Graph
10. can’t cross train with customer data and even the largest customers don’t have enough data to make the model work ERR_NOT_ENOUGH_DATA
11. Attempt #4- Don’t boil the ocean
12. ERR_ actually, this one wasn’t too bad • 11,000 Users • ~40 Companies • 10x better than Slack* AI for 1/3 of the price • I miss it every day 😢 * In our own becnhmarks (we are still waiting to hear back from MKBHD)
13. tl;dr you are not here to solve AGI keep the main thing the main thing