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GEO Platform Agents

Agent Registry

Agent Name Type Supported Tasks File
CitationDetectorAgent citation_detector CITATION_DETECTOR citation_detect, citation_batch backend/app/agent_framework/agents/citation_detector.py
ContentGeneratorAgent content_generator CONTENT_GENERATOR content_generate, content_regenerate backend/app/agent_framework/agents/content_generator_agent.py
DeAIAgent deai_agent DEAI_AGENT deai_process backend/app/agent_framework/agents/deai_agent.py
GEOOptimizerAgent geo_optimizer GEO_OPTIMIZER geo_optimize backend/app/agent_framework/agents/geo_optimizer.py
MonitorAgent monitor PERFORMANCE_TRACKER monitor_track, monitor_check_single backend/app/agent_framework/agents/monitor_agent.py
SchemaAdvisorAgent schema_advisor SCHEMA_ADVISOR schema_advise backend/app/agent_framework/agents/schema_advisor.py
CompetitorAnalyzerAgent competitor_analyzer COMPETITOR_ANALYZER competitor_analyze, competitor_gap_analysis backend/app/agent_framework/agents/competitor_analyzer.py
TrendAgent trend_agent TREND_AGENT trend_insight, trend_hotspot backend/app/agent_framework/agents/trend_agent.py

Running Agents

Standalone Mode (No Redis Required)

cd geo/backend
python3 -m app.agent_framework.standalone [agent_name|all]

With Redis Queue

Agents auto-register via Registry when Redis is available. Tasks dispatched via TaskDispatcher.

Agent Framework Components

  • BaseAgent: Abstract base class (backend/app/agent_framework/base_agent.py)
  • Dispatcher: Task distribution (backend/app/agent_framework/dispatcher.py)
  • Registry: Agent registration (backend/app/agent_framework/registry.py)
  • Protocol: Message types and AgentType enum (backend/app/agent_framework/protocol.py)
  • ConfigManager: Agent configuration (backend/app/agent_framework/config_manager.py)

New Agent Data Models

  • MonitoringRecord + ContentBaseline (backend/app/models/monitoring.py)
  • SchemaSuggestion (backend/app/models/schema_suggestion.py)
  • CompetitorInsight (backend/app/models/competitor_insight.py)
  • TrendInsight (backend/app/models/trend_insight.py)

New Agent API Endpoints

  • /api/v1/monitoring - MonitorAgent API
  • /api/v1/competitor - CompetitorAnalyzer API
  • /api/v1/schema - SchemaAdvisor API
  • /api/v1/trends - TrendAgent API