🎓 Academic Agent Pro
System Architecture
Multi-agent AI system for comprehensive academic research analysis, powered by Claude and real-time data from OpenAlex, Semantic Scholar, and ArXiv.
01
System Overview
👤
User Query Input
Research topic + report selection
Next.jsReact
↓
🎯
Agent Orchestrator
Coordinates multi-agent workflow
TypeScriptSSE
Click for details →
↓
📚
Literature Agent
Paper discovery
🔬
Trends Agent
Research patterns
👤
Author Agent
Researcher intel
✓
Verification Agent
Cross-validation
↓
📊
Report Generator
7 specialized report types
Claude AIStreaming
02
Data Sources & APIs
🔓
OpenAlex
Primary250M+
Open scholarly metadata
🧠
Semantic Scholar
Primary200M+
AI-powered analysis
📄
ArXiv
Secondary2.4M+
Preprint repository
🔗
CrossRef
Verification140M+
Citation metadata
Data Flow
🔍
Query
🌐
API Calls
🔄
Normalize
🤖
AI Analysis
✓
Verify
📊
Report
03
Multi-Agent Workflow
Agent Responsibilities
📚Literature Agent
- •Search OpenAlex & Semantic Scholar
- •Filter by citations & relevance
- •Extract key papers
🔬Trends Agent
- •Analyze publication timelines
- •Identify hot & declining topics
- •Predict emerging areas
👤Author Agent
- •Profile key researchers
- •Map collaboration networks
- •Track affiliations
✓Verification Agent
- •Cross-validate citations
- •Check for retractions
- •Compute confidence scores
Execution Timeline
Phase 1
0-5s
Literature Agent
Query parsing & initial search
Phase 2
5-15s
LiteratureTrends
Paper retrieval & analysis
Phase 3
15-25s
TrendsAuthor
Network mapping & trends
Phase 4
25-35s
Verification
Cross-validation
Phase 5
35-45s
Report Gen
Report synthesis
04
Report Types
📄Literature Review
Papers, citations, timeline
👤Author Analysis
Researchers & collaborations
📈Research Trends
Hot topics & emerging areas
🔗Citation Network
Influence mapping
🔍Research Gap
Underexplored areas
🏛️Conference Landscape
Top venues & deadlines
🤝Collaboration Network
Partnerships & hubs
05
Technical Specifications
🔌 Technologies
FrameworkNext.js 14 (App Router)
FrontendReact 18 + TypeScript
StylingTailwind CSS
AI ModelClaude Sonnet
StreamingServer-Sent Events
DeploymentVercel Edge
⚡ Performance
Analysis Time30-60 seconds
Papers/Query200-500
Parallel Agents4 concurrent
Confidence Target≥ 90%
Rate LimitingBuilt-in throttling
CachingEdge + Browser