Update Render build configuration: fix deps, force py3.11, add build script

backend/services/intelligence/agents/specialized/citation_expert.py

@@ -0,0 +1,44 @@
+"""
+Citation Expert Agent implementation.
+"""
+from typing import List, Dict, Any, Optional
+from datetime import datetime
+from loguru import logger
+from .base import SIFBaseAgent
+from services.intelligence.agents.core_agent_framework import TaskProposal
+from services.intelligence.txtai_service import TxtaiIntelligenceService
+
+class CitationExpert(SIFBaseAgent):
+    """Agent for fact-checking and source management."""
+    
+    def __init__(self, intelligence_service: TxtaiIntelligenceService, user_id: str, **kwargs):
+        super().__init__(intelligence_service, user_id, agent_type="citation_expert", **kwargs)
+
+    async def verify_citations(self, content: str) -> Dict[str, Any]:
+        """Verify citations in content against trusted sources."""
+        # Simple extraction for now
+        # Could use LLM to extract claims and verify against knowledge base
+        return {
+            "verified_claims": [],
+            "unverified_claims": [],
+            "missing_citations": []
+        }
+
+    async def propose_daily_tasks(self, context: Dict[str, Any]) -> List[TaskProposal]:
+        """Propose fact-checking tasks."""
+        proposals = []
+        
+        # 1. Fact Check High-Value Content
+        proposals.append(TaskProposal(
+            title="Verify Sources for 'AI Trends 2025'",
+            description="Double-check statistical claims in your latest draft.",
+            pillar_id="create",
+            priority="medium",
+            estimated_time=20,
+            source_agent="CitationExpert",
+            reasoning="Ensures credibility and trust.",
+            action_type="navigate",
+            action_url="/content-planning-dashboard"
+        ))
+        
+        return proposals