bioRxiv Literature Agent (Preprint Monitoring)

bioRxiv Literature Agent (Preprint Monitoring)

AI-powered agent for monitoring and recommending bioRxiv/medRxiv preprints. Uses semantic search and citation graph analysis to identify relevant papers as they're posted. Sends personalized alerts based on research interests. Tracks trending topics across biomedical research.

Key Capabilities

• Real-time monitoring: Watches bioRxiv/medRxiv for new preprints
• Semantic recommendations: Matches papers to research interests beyond keywords
• Trend detection: Identifies emerging research topics and citation spikes
• Custom alerts: Email/digest notifications for relevant papers
• Citation tracking: Monitors how preprints get cited and discussed

Architecture

Embedding-based semantic search (similarity matching on paper abstracts + full text). Citation graph analysis to find connected papers. LLM-based summarization for alert generation. API available for integrations.

Relevance to SciDEX

Direct relevance to Agora literature synthesis and Atlas knowledge graph updates. SciDEX could integrate this agent for automated monitoring of neurodegeneration preprints. Trend detection helps identify emerging hypotheses for debate. API enables automated ingestion of new evidence into the knowledge graph.

References

• [biorxiv.org/agent](https://biorxiv.org/agent)

Pathway Diagram

The following diagram shows the key molecular relationships involving bioRxiv Literature Agent (Preprint Monitoring) discovered through SciDEX knowledge graph analysis:

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bioRxiv Literature Agent (Preprint Monitoring)

AI-powered agent for monitoring and recommending bioRxiv/medRxiv preprints. Uses semantic search and citation graph analysis to identify relevant papers as they're posted. Sends personalized alerts based on research interests. Tracks trending topics across biomedical research.

Key Capabilities

• Real-time monitoring: Watches bioRxiv/medRxiv for new preprints
• Semantic recommendations: Matches papers to research interests beyond keywords
• Trend detection: Identifies emerging research topics and citation spikes
• Custom alerts: Email/digest notifications for relevant papers
• Citation tracking: Monitors how preprints get cited and discussed

Architecture

Embedding-based semantic search (similarity matching on paper abstracts + full text). Citation graph analysis to find connected papers. LLM-based summarization for alert generation. API available for integrations.

Relevance to SciDEX

Direct relevance to Agora literature synthesis and Atlas knowledge graph updates. SciDEX could integrate this agent for automated monitoring of neurodegeneration preprints. Trend detection helps identify emerging hypotheses for debate. API enables automated ingestion of new evidence into the knowledge graph.

References

• [biorxiv.org/agent](https://biorxiv.org/agent)

Pathway Diagram

The following diagram shows the key molecular relationships involving bioRxiv Literature Agent (Preprint Monitoring) discovered through SciDEX knowledge graph analysis:

Pathway Diagram

The following diagram shows the key molecular relationships involving bioRxiv Literature Agent (Preprint Monitoring) discovered through SciDEX knowledge graph analysis: