vectorize.io

Vectorize Agentic AI Data Platform

Configure a Vectorize MCP agent once, and your internal docs become available right inside Cursor. 🎉

vectorize.io/blog/docs-in...

#AIagents #Vectorize #Cursor #MCP #RAG

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.

Groq Desktop + Vectorize = lightning-fast local agents for your docs. 🌟

Ask about changelogs, specs, or runbooks — get answers with structure and metadata, right in your desktop chat.

vectorize.io/blog/lightni...

#AIagents #Vectorize #Groq #RAG #MCP

Illustrated night sky with speech bubbles styled as glowing planets connected by dotted constellation lines, over a gradient horizon. The words “Conversational Docs” appear in bold white text at the center, with the Vectorize logo in the bottom left.

📚 Where better to put the Vectorize chat widget than in our own docs? 💬

Now the docs don’t just explain Vectorize — they answer your questions in real time.

vectorize.io/blog/the-vec...

Illustration of a rocket launching into a starry sky with colorful clouds below. Large text reads “Vectorize 2.0” and the Vectorize logo appears in the bottom right.

Vectorize 2.0 just launched on Product Hunt 🚀 → vectorize.io/blog/vectori...

Hosted agents, embeddable chat, Remote MCP, real-time ingestion, hybrid retrieval.

Build without the glue code.

Rocket launch graphic with the words “Launch Week Blast Off!” for Vectorize’s product announcements.

🚀 Launch Week, Day 4: Smarter Retrieval

- Hybrid Retrieval → semantic + keyword precision
- Advanced Filtering & Metadata → “Q3 finance docs, NOT drafts”
- Real-Time Pipelines → always-fresh data, no waiting

vectorize-marketing-site-r23ipaw04-vectorize.vercel.app/blog/launch-...

Illustration of a rocket launching into a starry sky with clouds. Text reads “Launch Week Chat Widget” and the Vectorize logo appears at the bottom.

Launch Week Day 3: Chat Widget 🚀

Put an AI assistant anywhere with one code snippet: docs, dashboards, marketing sites, onboarding.

We spun one up with Groq’s GPT OSS 120B on our docs site—fast answers, no glue code. You can do the same with your own data in minutes.

vectorize.io/blog/launch-...

Launch Week Day 2: Remote MCP 🚀

Connect your Vectorize agents to the tools you already use — no extra UI, no servers, no guesswork.

👉 vectorize.io/blog/launch-...

#AIagents #RemoteMCP #LaunchWeek

A colorful illustration of a rocket launching into a starry sky with bright clouds at the base. Large text reads “Launch Week Chat App,” with the Vectorize logo in the bottom right corner.

Launch Week Day 1: The Vectorize Chat App 🚀

Production-ready AI chat with no frontend to build, no auth to wire, no glue code.

Go from pipeline → model → deployed assistant in minutes.

👉 vectorize.io/blog/launch-...

#AIAgents #AIChat #LaunchWeek

Launch Week blasts off Tuesday 9/2 🚀

The biggest Vectorize updates ever:
→ Chat agents ready for real work
→ MCP integrations with your favorite tools
→ Real-time data pipelines

Join our webinar Tuesday at noon ET to see it all live.

www.eventbrite.com/e/vectorize-...

#LaunchWeek #AI #AIAgents

Setting up Claude Code with a Vectorize agent using a single terminal command

You can now connect your Claude Code environment to a Vectorize agent — with one command.

🔗 blog.vectorize.io/connecting-c...

#ClaudeCode #Vectorize #MCP

📬 Gmail is now supported in Vectorize.

Filter by sender, label, or category — and make email part of your pipeline for structured search and agentic reasoning.

Try it out → docs.vectorize.io/integrations...

Vectorize is sponsoring the “Most Impactful Project” award at the “Eh I” Summer Vibe Hackathon, hosted by AI Tinkerers Ottawa. 🇨🇦 🛠️

If you’re building with agents, docs, or structured data — we want to see it.

📍 Ottawa
📅 July 5

#AI #Hackathon #OttawaTech

Vectorize now integrates with Turbopuffer! 🎉

Build structured pipelines and agentic systems on top of Turbopuffer’s ultra-fast vector store — and keep control over what gets embedded, how it’s chunked, and how it evolves.

Learn more: vectorize.io/vectorize-tu...

Fireflies.ai | AI notetaker to transcribe, summarize, analyze meetings, Real time AI note taker Fireflies uses generative AI to bring ChatGPT to meetings. Generate transcripts and smart summaries for Zoom, Google Meet, Microsoft Teams, Webex and several other platforms.

Now live: Fireflies.ai → Vectorize connector

Bring meeting transcripts (summaries + action items) into your RAG pipelines — no scripts, no copy-paste.

Filter by title, date, participant. Use anywhere.

vectorize.io/ingest-firef...

#RAG #Vectorize #FirefliesAI

Announcement image showing the Vectorize SOC 2 Type II compliance milestone with the official Prescient Security ‘Tested and Attested’ badge. Text reads: ‘Vectorize is now SOC 2 Type II Compliant.’

Vectorize is now SOC 2 Type II compliant!

Secure, reliable infrastructure for teams building with Vectorize—audited and verified by @prescientsecurity.

Full write-up here: vectorize.io/vectorize-is...

#SOC2 #RAGPipelines #DataSecurity

Vectorize now lets you define metadata schemas and pull structured fields like part numbers, prices, and status into your RAG pipelines.

Clean metadata. Better filtering. Smarter retrieval.

vectorize.io/introducing-...

#LLM #RAG #Metadata #VectorSearch

Best PDF Extractor: LlamaParse vs Unstructured vs Vectorize Which PDF extractor is best for RAG? This guide compares LlamaParse, Unstructured, and Vectorize, evaluating accuracy, efficiency, and integration capabilities to help you choose the right tool for…

Chitika looked at Vectorize, LlamaParse, and Unstructured for PDF extraction in RAG — with detailed notes on OCR, chunking, and layout complexity.

www.chitika.com/best-pdf-ext...

#RAG #PDFExtraction #Vectorize

Google Drive OAuth is now available in Vectorize! 🚀

Pick your files → deploy your pipeline → done.

Real-time sync. No service accounts.

vectorize.io/google-drive...

#RAG #GoogleDrive #GenAI

🚀 Vectorize now integrates with Supabase Vector!

Build smarter RAG pipelines with automatic embedding and real-time sync — using your existing Supabase setup.

Get started in minutes! 👉 vectorize.io/vectorize-su...

#RAG #GenAI #Supabase

What’s in the newly released JFK files?

We processed 65,000+ pages with Vectorize and built a free tool so you can search and explore them with AI.

Try the JFK Files Explorer! vectorize.io/building-the...

#AI #RAG #GenAI

Azure AI Search is now available in Vectorize!

Easily integrate Microsoft’s AI-powered search into your RAG pipelines.

Try it today 👉 vectorize.io/announcing-a...

#RAG #AzureAI #GenAI

Introducing the Vectorize MCP Server: Connect AI Assistants to Your Data - Vectorize Give your AI assistants secure, real-time access to your organization’s data with the Vectorize MCP Server (Beta)! This is a powerful new capability that enables AI assistants like Claude to securely…

🚀 Introducing the Vectorize MCP Server!

Give AI assistants like Claude secure, real-time access to your data—for vector search, text extraction, and deep research.

Get started today → vectorize.io/introducing-...

#AIAssistants #RAG #Claude

🚀 Introducing the Vectorize API! 🚀

Automate data ingestion, vector search, structured extraction, and deep research—right from your code.

Now in beta—start building today! 👇
vectorize.io/introducing-...

#AI #RAG #GenAI

🚀 Why spend days gathering insights when AI can do it in minutes?

Deep Research turns your private data into structured, in-depth reports, enriched with the latest web information—giving you the full picture, fast.

Try Deep Research today! 🔥

#AI #GenAI #RAG

buff.ly/VvcJOad

🏆Fresh Embeddings, Zero Effort: Vectorize + Weaviate

Check out our quickstart and create your first RAG pipeline today!

#AI #RAG #Weaviate

https://buff.ly/4hczTkm

Less is More: How Good RAG Design Lets You Use Smaller Language Models - Vectorize In the race to build better AI applications, there's often an assumption that bigger is better when it comes to language models. However, with careful attention to retrieval-augmented generation…

💡 Bigger isn’t always better. ⚙️

Good RAG design + smart prompt engineering = smaller models that deliver.

Learn how: https://buff.ly/4hitIey

#AI #RAG #GenAI

Why You Should Always Use a Reranker When Doing RAG - Vectorize If you're implementing retrieval augmented generation (RAG), there's one crucial component you might be missing: a reranking model. While vector similarity search has become the go-to method for…

🔍 Think vector similarity is enough for RAG?
Think again. Here's why reranking transforms your retrieval quality

#GenerativeAI #RAG #AI

Create a RAG Pipeline with Qdrant | Vectorize Documentation Was this helpful?

🏆Simplify RAG Pipelines with Vectorize + Qdrant!

Check out our quickstart and create your first RAG pipeline today! ✨

#AI #RAG #Qdrant

🚀Automate Your RAG Pipelines with PostgreSQL and Vectorize!

Check out our quickstart and create your first RAG pipeline today!

https://buff.ly/4irMqlr

#AI #RAG #DataEngineering

🔥Deliver RAG Applications 10x Faster with Milvus and Vectorize

See how ⬇️

https://buff.ly/4fY9cjk

#Milvus #ZillizCloud #RAG #AI