AI agents can finally log in (securely)!
Browserbase & 1Password partnered to solve AI’s biggest security nightmare: authentication without exposing credentials.
1Password’s Secure Agentic Autofill lets you connect your 1Password Enterprise Password Manager to your browser automation agent powered by Browserbase.
Thanks to Browserbase for partnering today!
Build a Semantic Search Engine over 200+ Sources
Traditional databases don’t understand natural language. Vector databases can’t filter with precision.
MindsDB’s Knowledge Base Algebra solves this problem, and it’s 100% open-source (repo link).
Here’s what makes it different:
You can connect to 200+ data sources (structured and unstructured) and build a unified knowledge base that combines semantic search, metadata filtering, and complex Boolean logic (SQL) into one system.
Users just write natural language queries. That’s it.
We built a movie recommendation system with 300k+ movies to show you what this looks like in action. Some records are clean (genre, rating, year), but most are messy (plot summaries, reviews, scattered text).
With traditional tools, you have two bad options:
Write rigid SQL filters and miss the nuance
Use an LLM that guesses its way through
With MindsDB, you can ask in natural language. The system automatically identifies the semantic search components, applies metadata filters, and executes the Boolean logic to give you exactly what you need.
And this runs locally on your machine.
We recorded a step-by-step video showing how to build this system from scratch. Open the video at the top to watch it.
You can find the MindsDB GitHub repo here →
This blog talks about MindsDB’s Knowledge Base Algebra in detail →
Thanks for reading!
