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Project

Comm-Recon

Financial Reconciliation Command Center

Prototype demonstrating function-calling RAG for financial data queries with real-time monitoring capabilities.

Technology

Next.js 15 · React 19 · TypeScript · Supabase · OpenAI GPT-4o · Recharts

Key innovations
  1. 01Function-calling RAG for precise data queries (vs. approximate vector search)
  2. 02Real-time SLA monitoring with 30-second polling
  3. 03Filter-driven context injection for LLM analysis
  4. 04API proxy pattern for corporate firewall bypass
  5. 05Multi-source configuration (env vars, localStorage, server)
Status

working prototype

Real workflows implemented, demonstrating core concepts.

Scope

12,000 lines of code · 12 features · maturity 7.5/10

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