Enhance PDF Interaction with Our Retrieval-Augmented AI System

Enhance PDF Interaction with Our Retrieval-Augmented AI SystemEnhance PDF Interaction with Our Retrieval-Augmented AI System

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Kenula Rathnayake

• Apr 17

Document AI — Chat With Any PDF (RAG System)

Built a full RAG (Retrieval-Augmented Generation) system that lets users upload any PDF and ask questions in natural language. Uses OpenAI embeddings, FAISS vector search, and GPT-4o-mini for accurate, sourced answers. Live demo available.

ai chatbot OpenAI AI Development LangChain Streamlit

Anita Autorino

max

• Apr 15

How much time do you spend saying “I’ll get back to you with details” instead of actually designing? 😣

I don’t think AI should generate more designs. My dream AI flow would be that at the moment I book a project, all the admin to builds itself 😏

1️⃣ A task board with timelines and phases already mapped 2️⃣ A contract generated from the project scope 3️⃣ A budget aligned with my pricing, ready to send

No back and forth. No losing 2 to 3 hours doing things I have already done a hundred times.

Because the real bottleneck is not the creative phase. It is everything around it and I believe that if that disappears, the work gets better by default.

Tell me, how much time do you spend on admin stuff and what would you automate first if you could?

dreamflow ai freelancerlife

Allison Nulty

pro

• Apr 15

@Joseph Hall @Jared Brown we should demo our new feature to @Anita Autorino 👀

A Intan

• Apr 16

AI Mental health app concenpt

mentalhealthapp ai Figma Product Design UI Design UX Design

Rasel Alam Jubayed

pro

• Apr 16

Good job

Manish Tomar

• Apr 15

For the @Paper_AI Challenge, I wanted to see what happens when a canvas talks directly to your agents, apps, and data.

Instead of losing context in chat windows, I used MCP to connect Paper to @NotionHQ to build a visual design loop: 1️⃣ Agent 1 pulls live Notion data onto the canvas. 2️⃣ Agent 2 generates 3 spatial design branches side-by-side. 3️⃣ Agent 3 turns the winning visual node into code.

Here's the social media links : X : https://x.com/tomaruxai/status/2044456959152377858?s=20

Built with Paper, Antigravity, and Paper/Notion MCP. Full 110-second walkthrough below! 👇

#PaperChallenge #AI #DesignEngineering