Where Nexus is headed

Keep every map on-topic: a token-budget-paced embedding pipeline so the semantic relevance filter always runs (no silent rate-limit fallback), plus better domain detection and disambiguation for ambiguous seeds (e.g. "phenomenology", "attention") and finer cluster granularity.

Rename, duplicate, favorite, archive, and tag your saved sessions. Search across all your past explorations.

Export your graph as SVG, PNG, or a shareable read-only link. Vector formats preserved for use in papers and slides.

Token-by-token streaming for the AI co-pilot. Faster perceived response time, especially for long syntheses.

Invite collaborators to a live session. See cursors, comments, and edits in real time. Built on Supabase realtime.

One-click export of flagged papers into BibTeX, RIS, or directly into your Zotero library.

Drop a paper, paragraph, or idea — find the nodes in your current graph that are semantically closest using pgvector ANN.

Topic input, D3 graph canvas, cluster detection, outlier flagging, AI-generated research directions, Supabase auth, session heartbeat.

Animated mini-graph on landing page showing what a real session looks like.

Mouse-reactive particle network behind the hero, scroll-driven roadmap section, refined typography, and live preview interactions.

Every session — nodes, edges, clusters, prunes, and flags — written through to the database as you work. Resume any session from any device; nothing is lost on tab close.

Checkpoint your exploration into immutable snapshots. Undo/redo with ⌘Z, scrub a branching history timeline, and revert to any prior state — forking a new line rather than losing work.

Claude and Llama propose structured changes — add concepts, link clusters, prune dead ends — with confidence scores, a preview-before-apply modal, per-edit toggles, and a full audit trail. Move from advisor to collaborator.