🔥 The DB Grill 🔥
Right, so "preventing hallucinations and giving agents up-to-date context is more important than ever." You don't say? Because for a second there, I thought we were all just aiming for more creative fiction and stale data. Glad someone finally cracked that code, after... checks notes... every single other LLM company has said the exact same thing for the past two years. But sure, this time it's different.
It all starts with Tavily, a "simple but powerful idea" that "exploded" with 20,000 GitHub stars. Oh, that's the metric we're using for production readiness now? Not, you know, SLA compliance or incident reports that aren't longer than a novel? I’ve seen "viral success" projects crumble faster than my will to live on a Monday morning when the "simple" solution starts hemorrhaging memory. And now, suddenly, "developers are slowly realizing not everything is semantic, and that vector search alone cannot be the only solution for RAG." Gasp! It's almost like a single-tool solution isn't a panacea! Who could have predicted that? Oh, right, anyone who's ever deployed anything to production.
Then, the true revelation: the "new internet graph" where "AI agents act as new nodes." Because apparently, the old internet, the one where humans gasp searched for things and got answers, just wasn't cutting it. Now, agents "don't need fancy UIs." They just need a "quick, scalable system to give them answers in real time." So, a search engine, but for robots, built on the premise that robots have different needs than people. Riveting. And they're "sticking to the infrastructure layer" because "you don't know where the industry is going." Translation: We're building something that sounds foundational so we can pivot when this current hype cycle inevitably collapses.
