PageIndex @VectifyAI

Building Next-Gen Reasoning-based RAG pageindex.ai London Joined June 2023

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PageIndex @VectifyAI

a week ago

🚀 Thanks for the super-exponential interest in our open-sourced PageIndex repo (github.com/VectifyAI/Page…). More exciting things are coming next week!

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PageIndex @VectifyAI

a week ago

#PageIndex is listed on the GitHub trending today! See what the GitHub community is most excited about today.

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PageIndex @VectifyAI

a week ago

🚀 PageIndex just hit #2 overall on Hacker News and #1 on Show HN! 👉 Check out our Hacker News post for details: news.ycombinator.com/item?id=450369…

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PageIndex @VectifyAI

2 weeks ago

🚀 A simple Python tutorial of Vectorless RAG with PageIndex: docs.pageindex.ai/cookbook/vecto…

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Tired of the poor accuracy of vector-based RAG on long documents? Time to say goodbye to "Vibe Retrieval"👋 🚀 We are excited to announce PageIndex — the next-generation, reasoning-based RAG without any Vector DBs. #RAG #LLM #retrieval

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PageIndex @VectifyAI

3 weeks ago

Meet the first long-context OCR — PageIndex OCR. It can convert PDFs to Markdown with the document structure preserved. 📄 Upload a PDF ⚡ Get Markdown output (global structure preserved) 🌳 Navigate the hierarchical structure of the document 🆓 Try it now with 200 pages free:…

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PageIndex @VectifyAI

3 months ago

🚀 Huge thanks to @fahdmirza for the in-depth PageIndex tutorial! 📽️ youtube.com/watch?v=MMvQr3… 🧠 PageIndex is our open-source tool that turns long docs into semantic trees for reasoning-based RAG. 📂 github.com/VectifyAI/Page… ☁️ PageIndex RAG platform launching this month!

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Mingtian @MingtianZhang

3 months ago

@AndrewYNg In our open sourced project: github.com/VectifyAI/Page…, we transform any documents into tree and conduct Monte Carlo tree search to do rag, achieved much higher accuracy than vector based rag!

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PageIndex @VectifyAI

4 months ago

💡 Many users asked how to integrate PageIndex (reasoning-based RAG) with vector-based RAG. We published a blog post showcasing a hybrid retrieval pipeline that combines the speed of vector-based retrieval with the accuracy of reasoning-based retrieval. 👉 pageindex.vectify.ai/examples/hybri…

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PageIndex @VectifyAI

5 months ago

🧠 Built for reasoning-based RAG, PageIndex turns long documents into searchable tree structures 🌳 that AI agents can reason through — like a smart "table of contents" 📚 🚫 No vectors, no chunking ✅ Just relevance 📂 GitHub: github.com/VectifyAI/Page… ☁️ Cloud:…