AI MVP Development Made Simple: Delivered in Weeks

I’m working on a base AI platform to help founders and devs launch faster—without rebuilding the same boilerplate every time.

What’s inside

• Editable landing page – tweak without writing code
• Complete authentication system – login, signup, forgot password, JWT + API key security
• ChatGPT-style interface – streaming responses, context memory (internal RAG pipelines), chat history, search, file uploads
• Extensible AI agents + MCP integration – plug-and-play new agents/tools
• Smart left + right sidebars – manage conversations, docs, and recent tool history
• API key management – generate and use keys internally (no data leakage)
• Document intelligence – upload PDFs, DOCX, TXT, HTML and query contextually
• Locally hosted AI models – privacy-first architecture (your data stays with you)

👉 Working demo

Real-world test: Teacher’s AI Assistant

To test the platform, I built a teacher’s AI assistant in just weeks. It can:

• Read and answer from uploaded docs
• Extract key concepts + break down topics
• Create structured study plans
• Generate flashcards for quick revision
• Build flowcharts from raw ideas
• Create quizzes and grade answers
• Provide last-minute exam prep with contextual Q&A

👉 Demo here

Tech stack

• Backend: FastAPI + MongoDB
• Auth: JWT + API Key system
• Frontend: React (Material-UI, responsive + dark theme)
• Integrations: OpenAI + MCP (Model Context Protocol)
• Infra: WebSockets for real-time streaming, locally hosted models