Live web discovery
Finds fresh sources on demand instead of relying only on static training data.
AI research system by Purohit Maitrayee
Turning live search into grounded research intelligence.
AI Research Agent is a full-stack research workflow that combines live web discovery, document extraction, vector embeddings, semantic retrieval, and citation-grounded synthesis in a single polished experience.
Designed and built by Purohit Maitrayee
Live Search
Tavily-powered discovery
RAG Pipeline
Embeddings + retrieval
Cited Output
Report-ready findings
Research Snapshot
- EngineAI Research Agent
- PipelineSearch to synthesis
- RetrievalSemantic evidence ranking
- OutputCitation-grounded report
What it demonstrates
Practical AI engineering shaped into a premium product experience.
Document ingestion
Fetches and extracts readable article text from webpages before indexing.
Semantic retrieval
Uses embeddings and a vector store to rank the most relevant evidence chunks.
Citation-grounded output
Produces a structured report that keeps sources visible and easy to verify.
Architecture
From question to report in five steps.
Search
Collect relevant links using a focused web search tool.
Fetch
Download pages and isolate readable article content.
Embed
Chunk source text and convert it into semantic vectors.
Retrieve
Match the query against the vector store to surface evidence.
Synthesize
Present the strongest findings in a concise cited report.
Interactive demo
Explore the research flow through an elegant interactive preview.
Enter a query and follow the motion of the pipeline from discovery to synthesis. The interface is designed to communicate clarity, structure, and technical depth at a glance.
Pipeline status
Generated research brief
Project creator
Crafted and presented as an original AI systems project.
Designed and developed by Purohit Maitrayee with a focus on research systems, retrieval quality, structured outputs, and thoughtful interface design.
Made by
Purohit Maitrayee
I build AI systems focused on research workflows, strong retrieval, and clean, well-designed products.
Contact
Connect with the creator behind AI Research Agent.
For collaborations, opportunities, or project conversations, reach out directly. This website presents the system, the workflow, and the design thinking behind the project.