Hindsight: Building AI Agents That Actually Learn
Modern AI agents are expected to do more than answer isolated questions. We ask them to manage projects, collaborate with teams, track evolving inform...
Chris Latimer
Blog
Stay up to date on the latest Vectorize launches and case studies.
Introducing Hindsight: Agent Memory That Works Like Human Memory
Today, we’re introducing Hindsight, an open-source memory system for AI agents designed to work the way human memory does — contextual, time-aware, an...
Chris Latimer
Beyond Retrieval: Connect Your Chat Agents to Any MCP Tool
Recently we added fully hosted chat agents to our Vectorize plans. These chat agents connect to your Vectorize pipelines and do agentic retrieval to p...
Chris Bartholomew
![Graphic showing the Cursor logo above the Vectorize logo, with a plus sign between them, on a dark, abstract background with flowing purple and blue lines. Text reads “CURSOR + [vectorize]”](/_next/image?url=https%3A%2F%2Fmlrwd9rnffxq.i.optimole.com%2Fcb%3A641c.2be21%2Fw%3Aauto%2Fh%3Aauto%2Fq%3A90%2Ff%3Abest%2Fsm%3A0%2Fhttps%3A%2F%2Fblog.vectorize.io%2Fwp-content%2Fuploads%2F2025%2F09%2Fcursor-blog-post-1200x628-1.png&w=3840&q=75)
Docs in Your IDE: Cursor + Vectorize
You’re midway through a PR review. Someone asks: “What are the downstream dependencies of this service?” Normally, you’d open three browser tabs, sear...
Jamie Ferguson
![Abstract cosmic illustration with red and purple planets, diagonal glowing streaks suggesting speed, and scattered stars. Overlaid text reads “groq Desktop + [vectorize]” in bold white type.](/_next/image?url=https%3A%2F%2Fmlrwd9rnffxq.i.optimole.com%2Fcb%3A641c.2be21%2Fw%3Aauto%2Fh%3Aauto%2Fq%3A90%2Ff%3Abest%2Fsm%3A0%2Fhttps%3A%2F%2Fblog.vectorize.io%2Fwp-content%2Fuploads%2F2025%2F09%2Fgroq-desktop-blog-post-1200x628-1.png&w=3840&q=75)
Lightning-Fast Local Agents: Groq Desktop + Vectorize
Groq Desktop gives you fast access to Groqs models — but what if those models could actually answer questions about your team’s internal documents? In...
Jamie Ferguson
The Vectorize Docs Just Got Conversational
Where better to put the Vectorize chat widget than in our own docs? Docs are where the questions happen: A search bar can help, but it’s limited. A ch...
Jamie Ferguson
Vectorize 2.0: AI Agents Connected to All Your Data
We’ve just launched Vectorize 2.0 on Product Hunt! 🚀 This release brings together everything our users have been asking for: faster setup, fresher da...
Jamie Ferguson
Launch Week, Day 4: Hybrid Retrieval, Metadata, and Real-Time Pipelines Take Flight
Launch Week has been full throttle. We’ve shown you how to build chat apps without glue code, connect your AI tools with Remote MCP, and drop a chat w...
Jamie Ferguson
Launch Week, Day 3: Chat Widget — One Snippet, Infinite Conversations
Ship intelligent chat experiences in minutes, not months. This week, weve launched the Vectorize Chat Widget — the fastest way to embed an AI assistan...
Jamie Ferguson
Launch Week, Day 2: Remote MCP — Connect Your AI Tools Directly to Your Data
Youve built the perfect knowledge base. Your documentation is organized, your codebase is indexed, and your AI agents can answer questions brilliantly...
Jamie Ferguson
Launch Week, Day 1: From Pipeline to Production Chat — Without the Glue Code
You have the data. You have the models. Now you can build an AI assistant that’s grounded, secure, and usable — without building a frontend, wiring up...
Jamie Ferguson
![A stylized rocket ship launching into a starry sky with glowing exhaust and clouds below. Large text on the left reads “Launch Week starts September 2” with the [vectorize] logo in the bottom right.](/_next/image?url=https%3A%2F%2Fmlrwd9rnffxq.i.optimole.com%2Fcb%3A641c.2be21%2Fw%3Aauto%2Fh%3Aauto%2Fq%3A90%2Ff%3Abest%2Fsm%3A0%2Fhttps%3A%2F%2Fblog.vectorize.io%2Fwp-content%2Fuploads%2F2025%2F08%2Flaunch-week-1-1200x628-1.png&w=3840&q=75)
Vectorize Launch Week starts Tuesday 9/2 — agents, MCP, and more!
Get ready for the biggest updates we’ve ever made to Vectorize! Launch Week blasts off Tuesday, September 2. Join us at our webinar at noon Eastern to...
Jamie Ferguson