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vectorize.io

@vectorize.bsky.social
123 followers 1 following 77 posts

We help developers and companies build a solid data foundation for LLM-powered applications. || RAG Pipelines || RAG Evaluation.

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Reposted by vectorize.io
Dragos Balota @bitdoze.com · 25/08/2026
Asked my coding agent "tell me about me" expecting a generic LLM answer. It named my server, my stack, my blog, my email setup, and the exact folder where my docker apps live. That's not a demo trick. That's the @vectorize.bsky.social Hindsight I own. www.youtube.com/watch?v=6FiO...
youtube.com
Your AI Coding Agent Forgets Everything. Mine Doesn't
YouTube video by WEBdoze
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vectorize.io @vectorize.bsky.social · 15/09/2025
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
vectorize.io
Vectorize
Agentic AI Data Platform
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vectorize.io @vectorize.bsky.social · 12/09/2025
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
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.
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vectorize.io @vectorize.bsky.social · 11/09/2025
📚 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...
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.
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vectorize.io @vectorize.bsky.social · 08/09/2025
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.
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.
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vectorize.io @vectorize.bsky.social · 05/09/2025
🚀 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-...
Rocket launch graphic with the words “Launch Week Blast Off!” for Vectorize’s product announcements.
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vectorize.io @vectorize.bsky.social · 04/09/2025
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-...
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.
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vectorize.io @vectorize.bsky.social · 03/09/2025
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
vectorize.io
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vectorize.io @vectorize.bsky.social · 02/09/2025
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
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.
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vectorize.io @vectorize.bsky.social · 28/08/2025
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
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vectorize.io @vectorize.bsky.social · 27/08/2025
You can now connect your Claude Code environment to a Vectorize agent — with one command. 🔗 blog.vectorize.io/connecting-c... #ClaudeCode #Vectorize #MCP
Setting up Claude Code with a Vectorize agent using a single terminal command
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vectorize.io @vectorize.bsky.social · 29/07/2025
📬 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...
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vectorize.io @vectorize.bsky.social · 01/07/2025
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
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vectorize.io @vectorize.bsky.social · 12/06/2025
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...
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vectorize.io @vectorize.bsky.social · 06/06/2025
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
fireflies.ai
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.
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vectorize.io @vectorize.bsky.social · 28/05/2025
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
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.’
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vectorize.io @vectorize.bsky.social · 23/05/2025
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
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vectorize.io @vectorize.bsky.social · 06/05/2025
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
chitika.com
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…
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vectorize.io @vectorize.bsky.social · 04/04/2025
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
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vectorize.io @vectorize.bsky.social · 31/03/2025
🚀 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
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vectorize.io @vectorize.bsky.social · 22/03/2025
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
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vectorize.io @vectorize.bsky.social · 19/03/2025
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
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vectorize.io @vectorize.bsky.social · 14/03/2025
🚀 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
vectorize.io
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…
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vectorize.io @vectorize.bsky.social · 12/03/2025
🚀 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
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vectorize.io @vectorize.bsky.social · 06/03/2025
🚀 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
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vectorize.io @vectorize.bsky.social · 16/01/2025
🏆Fresh Embeddings, Zero Effort: Vectorize + Weaviate Check out our quickstart and create your first RAG pipeline today! #AI #RAG #Weaviate buff.ly/4hczTkm
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vectorize.io @vectorize.bsky.social · 15/01/2025
💡 Bigger isn’t always better. ⚙️ Good RAG design + smart prompt engineering = smaller models that deliver. Learn how: buff.ly/4hitIey #AI #RAG #GenAI
buff.ly
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…
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vectorize.io @vectorize.bsky.social · 13/01/2025
🔍 Think vector similarity is enough for RAG? Think again. Here's why reranking transforms your retrieval quality #GenerativeAI #RAG #AI
buff.ly
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…
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vectorize.io @vectorize.bsky.social · 09/01/2025
🏆Simplify RAG Pipelines with Vectorize + Qdrant! Check out our quickstart and create your first RAG pipeline today! ✨ #AI #RAG #Qdrant
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Create a RAG Pipeline with Qdrant | Vectorize Documentation
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vectorize.io @vectorize.bsky.social · 11/12/2024
🚀Automate Your RAG Pipelines with PostgreSQL and Vectorize! Check out our quickstart and create your first RAG pipeline today! buff.ly/4irMqlr #AI #RAG #DataEngineering
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vectorize.io @vectorize.bsky.social · 05/12/2024
🔥Deliver RAG Applications 10x Faster with Milvus and Vectorize See how ⬇️ buff.ly/4fY9cjk #Milvus #ZillizCloud #RAG #AI
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vectorize.io @vectorize.bsky.social · 10/09/2024
Should you use #CosineSimilarity, #L2Distance, or Inner Product? 🤔Each metric has its strengths, and the impact on your #AI system is profound. Want to ensure your #RAG model delivers accurate results? 👉 Check out the full guide here: buff.ly/4cV8u3T
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vectorize.io @vectorize.bsky.social · 10/09/2024
🚀 Your #RAG pipeline might be falling short—and you don’t even know it! Evaluating your #RAG pipeline is not just about the numbers. It's about real insights that help you improve performance and avoid costly errors. Ready to optimize? 👉: buff.ly/3MBSSHI
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vectorize.io @vectorize.bsky.social · 10/09/2024
💡 Think #AI is just about robots? Think again! AI agents are transforming business operations faster than you think. Imagine software that handles your emails, sorts your customer service, and even suggests solutions. READ HERE👉 : buff.ly/3Tn9qHf
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vectorize.io @vectorize.bsky.social · 10/09/2024
Discover the core techniques of tokenization, semantic analysis and beyond. If you're curious about how machines "read" and respond to human language, you’ll want to dig into this! Read here: buff.ly/3XcoCIu
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vectorize.io @vectorize.bsky.social · 07/09/2024
🎯Large Language Models are not just about generating text—they’re reshaping how we interact with technology. Want to understand how they do it and why they’re more powerful than ever? 👉Read more here: buff.ly/47oX1IU
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vectorize.io @vectorize.bsky.social · 07/09/2024
🧠 Ready for a search experience that actually understands your needs? 🔍 It's all about #VectorDatabase and #RAG now. Discover how #RAG pipelines are transforming the way AI responds—faster, smarter, and more accurate than ever before. 👉 Read the full article here:https://buff.ly/3Z9leAO
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vectorize.io @vectorize.bsky.social · 06/09/2024
Here's the secret to unlocking more performance! 🔧 From domain-specific fine-tuning to leveraging advanced architectures like #LLM models and experimenting with dimensionality reduction, this guide helps you navigate complex pathways with ease. Read more here:https://buff.ly/4cTvG2z
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vectorize.io @vectorize.bsky.social · 06/09/2024
🌟 Think you’ve mastered #AI? These 7 tips will help you streamline data preparation, choose the perfect vectorization technique, and optimize dimensionality like a pro. Don’t miss out on taking your AI projects to the next level. 👉 Curious? Read more here: buff.ly/47eVULC
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vectorize.io @vectorize.bsky.social · 05/09/2024
✨ Ever wondered why some #RAG systems excel while others fail? 🚀 Understanding data formats can make or break your #RAG pipeline. Each type plays a critical role in shaping how well your system performs. Take your system to the next level! Learn more here 👉 buff.ly/3B2m8Vu
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vectorize.io @vectorize.bsky.social · 05/09/2024
Evaluating your #RAG system is essential for growth. These are the performance signals that can make or break your pipeline. Discover the five crucial metrics that will transform your assessment strategy and lead to real improvements. Ready to dive deeper? 👉 buff.ly/3Thc4hU
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vectorize.io @vectorize.bsky.social · 04/09/2024
Navigating the complexities of vector dimensions in #RAG systems can feel like walking a tightrope. The solution? Strategic dimension management. There are several ways to optimize your #VectorDatabase and ensure your #LLM Read more here: buff.ly/4ge3n1u
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vectorize.io @vectorize.bsky.social · 04/09/2024
Traditional databases can't keep up with the demands of modern #AI. That's where #VectorDatabases come into play. They’re redefining how AI interacts with information. Why is this tech is being hailed as the backbone of next-gen AI? 👉 Read the full article here buff.ly/4g7h7Lv
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vectorize.io @vectorize.bsky.social · 31/08/2024
🚀 In the ever-evolving world of retail, staying competitive demands leveraging the most advanced tools available. #GenAI is that tool. This technology is reshaping how decisions are made. But this is just the tip of the iceberg. 👉 Want to see the full impact? Read this:https://buff.ly/3TuIiXd
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vectorize.io @vectorize.bsky.social · 31/08/2024
Discover the 5 key strategies that top creators swear by. 🔍 From enhancing data quality to leveraging #AI and #LLM, these 5 strategies are designed to fine-tune your system for maximum efficiency and accuracy. Ready to unlock the full potential of your pipeline? 👉https://buff.ly/3z3Zpb2
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vectorize.io @vectorize.bsky.social · 31/08/2024
Retail is evolving fast, and those who leverage #RAG and #LLM effectively are set to win big. Discover how #AI can enhance customer experiences and boost your bottom line. These key strategies could give your retail business the competitive edge it needs. Read here: buff.ly/471Ysws
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vectorize.io @vectorize.bsky.social · 30/08/2024
In the fast-paced world of telecom, staying ahead means evolving—and that’s exactly what’s happening with #AI and #RAG. Telecom companies are leveraging AI to optimize staffing like never before. But what does this mean for the future workforce? 👉https://buff.ly/3XjBQo5
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vectorize.io @vectorize.bsky.social · 30/08/2024
If you're looking to keep your customers coming back, these 6 #AI tools might be what you need. These technologies are designed to personalize at scale, predict customer needs, and analyze sentiment in real-time. See how they can elevate your customer retention game: buff.ly/4dEmLDn
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vectorize.io @vectorize.bsky.social · 30/08/2024
Open-source #LLMs are making waves across industries, but are they truly the answer? These models offer immense potential. Dive into the ongoing debate and explore both the opportunities and the challenges. Curious to know more? Read the full article here:https://buff.ly/3Z0WkmE
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vectorize.io @vectorize.bsky.social · 30/08/2024
Stopwords might seem insignificant, but removing them can drastically improve your text-processing tasks. Discover how to use #Python and NLTK to clean up your text data and focus on what truly matters. Ready to optimize your models? Read more here: buff.ly/3YWwQad
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