Build company knowledge agents for Slack → Visit Project Ana
As well as being economically efficient (when building and whatnot).
An AI knowledge agent can dig through internal documentation — websites, PDFs, random docs — and answer employees in Slack (or Teams/Discord) within a few seconds. I will go through what it takes to build one using using LlamaIndex and Modal.
Did you know there are dozens of open-source agentic frameworks out there? I have briefly tested some of the more popular ones to get a feel for how they work and how easy they are to get started with.
One of the interesting areas into these Agentic AI systems is the difference between building a single versus multi-agent workflow, or perhaps the difference between working with more flexible vs controlled systems.
Typically, we use simpler methods to generate AI images. But by combining technologies like Diffusion models, LoRAs, IP Adapters, ControlNets, and Vision models, we can control the image generation process so much better.