How to analyse your bibliography!

Pick your source — In Bibliography, choose Upload, Zotero, or Seed paper.
Set provider + model — In "LLM Selection", choose a provider and model. The model list is key-aware and updates to what your current API key can access. Gemini has the lowest barrier to entry and the keys are easy to create via Google AI Studio. RP will run for most users on free tiers of LLMs and can use the server's Ollama model in a pinch.
Compile Pack — Click Compile Pack to create your "pack" aka the full material list and analysis.
Review outputs — Network (the social roles of sources in the bibliography), Synthesis (a complete report of RP's findings), Further Reading / S2 Suggestions, 3D Map (interactive visual representation of relationship and influence), Social Map, and Explore (an experimental chat function designed to imitate LLM chat interactions, but limited as a RAG-like chat).
Load existing pack (optional) — Use Load existing pack.json to open a previously compiled pack directly.

Demo mode

The sample pack below is pre-built for this server. Use it to click through Network, the 3D map, and other tabs without preparing your own bibliography.

Ready. Drop a bibliography (.bib (BibTeX), .ris, …) and click Compile Pack.

Idle No output for a while; job may still be processing a large batch.

Compile a map to see a network of citation connections.

These suggestions have been automatically generated by the Semantic Scholar network and may be only variously useful depending on the age or subject matter of your sources. Bibliographies with low confidence scores may also produce unexpected results.

Compile a map to view further reading / S2 suggestions.

Synthesis will appear here after compile.

After compile, use Explore to ask questions about your pile. The assistant uses your selected provider/model, retrieval from pack.json, and (when present) the sectioned synthesis.md (Contents, §I–§VII, appendix) as a factual spine — not an expo role-play.