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Building an AI Agent for 11k Users
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Phil Calçado
September 03, 2024
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Building an AI Agent for 11k Users
Phil Calçado
September 03, 2024
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Transcript
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Outropy is the PaaS that enables engineers to build Compound
AI apps and Agents… check us out https://outropy.ai
…but Outropy was the vscode for everything you do that
isn’t writing code
• 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
Attempt #1- What we now call RAG-Fusion
ERR_LLMS_LOVE_MAKING_SHIT_UP
Attempt #2- What we now call GraphRAG
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
Attempt #3- The Probablility Enterprise Graph
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
Attempt #4- Don’t boil the ocean
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)
tl;dr you are not here to solve AGI keep the
main thing the main thing
None