Evidence-Centered AI Research Workspace
Run end-to-end research in one platform: discover papers, analyze documents, generate citations and reviews, and export final deliverables with full user authentication and secure key handling.
Tool: download_pdf — evidence retrieved
Tool: read_pdf_tool — pages extracted
Answer: self-attention attribution and activation patching show consistent causal signals.
Evidence: page 4 and page 11 from two selected papers.
Download: /api/files/download/selected_paper.pdf
Platform Capabilities
Updated to match the current architecture across FastAPI, SQLAlchemy async sessions, and the Next.js workspace.
Multi-Agent Orchestration
A routed agent system coordinates Web Research, Document Reading, Research Analysis, Paper Import, and Output Generation under a single chat workflow.
User-Owned AI Keys
Every account provides its own API keys for all agent roles. Keys are encrypted at rest and decrypted in-memory only for active requests.
Evidence-Driven Paper Search
Discover papers through Semantic Scholar and Google Scholar integrations, prioritize relevance and citation quality, and keep retrieval grounded in source content.
Structured Research Operations
Generate summaries, citations (APA, MLA, Chicago, IEEE, Harvard, BibTeX), comparisons, literature reviews, refined research questions, and section drafts.
Database-First File Handling
Uploads are processed in memory and stored in the database, including extracted text and binary content. File listings are optimized to avoid loading large binaries.
Streaming Responses and Tool Trace
Chat responses stream in real time with server-sent events, while tool activity is captured so users can inspect intermediate reasoning steps.
Library, Notes, and Citations
Manage paper metadata, save citations, and maintain research notes from one authenticated workspace with dashboard metrics and recent activity tracking.
Secure Sharing and Recovery
Share chat sessions with rotating tokens and expiration controls. Chats and files are soft-deleted, enabling safer workflows than immediate hard deletes.
Production Exports
Convert outputs into downloadable Word, PDF, PowerPoint, and audio files. Generated assets are persisted so downloads survive process restarts.
Built For Research Workflows
Academic Research
Literature review acceleration, citation workflows, and evidence-backed drafting.
Product and Strategy Teams
Rapid synthesis of technical sources for decision support and communication.
Graduate and Professional Learning
From source ingestion to final output generation in one guided system.
Ready to run a complete research cycle?
Sign in, connect your keys, and start with chat, file ingestion, library management, and export-ready outputs.