majisoumya/Multi_agent_research_system ? reverse-engineered prompt

Build me a web app for AI research that can take a topic like “research vision language models” and turn it into a structured research workflow.

I want the app to understand the goal, make a plan, collect info from multiple research sources like papers, GitHub, datasets, videos, blogs, docs, and forums, then clean and organize everything into a single format. After that, it should break the content into chunks, create summaries, pull out important entities and keywords, score quality, generate embeddings for search, and extract a structured research view with things like problem, method, datasets, model, metrics, limitations, future work, equations, and contributions.

Please build a FastAPI backend that runs this pipeline with a graph style workflow, plus a modern React dashboard where I can submit a topic, watch the research progress, and view the collected results. Store the data so it can be searched later and reused, and wire up the basic database and cache layers. If you need current docs for any APIs or libraries, look them up online.