ResearchTwin FAQs

Question 1

How does ResearchTwin help researchers overcome the 'discovery bottleneck'?

Accepted Answer

It integrates multi-modal research artifacts from various sources (Semantic Scholar, GitHub), provides an interactive chatbot interface for exploration, computes the real-time S-Index metric, and offers an Inter-Agentic Discovery API for machine-to-machine interaction.

Question 2

What is ResearchTwin?

Accepted Answer

ResearchTwin is an open-source, federated platform that transforms a researcher's publications, datasets, and code repositories into a conversational AI Digital Twin, facilitating inter-agentic research discovery for both humans and AI agents.

Question 3

What is the S-Index metric?

Accepted Answer

The S-Index is a unique, real-time metric computed by ResearchTwin that measures the overall impact and quality of research output. It's calculated across all artifact types (publications, datasets, code) based on Quality, Impact, and Collaboration.

Question 4

Can I deploy ResearchTwin locally or is it only cloud-hosted?

Accepted Answer

ResearchTwin offers flexible deployment. You can use the hosted platform at researchtwin.net for zero setup, or run it locally as a 'Local Node' (Tier 1) for full control, with Docker deployment options also available.

Question 5

What is 'Inter-Agentic Discovery' in ResearchTwin?

Accepted Answer

Inter-Agentic Discovery refers to ResearchTwin's ability to enable machine-to-machine research exploration. It provides an API with Schema.org types, allowing other AI agents or automated systems to discover, query, and synthesize research knowledge programmatically.

ResearchTwin

ResearchTwin

主要功能

使用案例

主要功能

使用案例