Designing an agentic pipeline where specialized agents handle different document understanding tasks — layout parsing, entity extraction, cross-reference resolution, and fact validation.
Architecture
The system uses a supervisor agent that routes documents to specialized sub-agents based on document type and complexity. Each agent has access to different tools and retrieval sources.
Key Challenges
- Handling multi-modal documents (text + tables + figures)
- Maintaining context across long documents without losing precision
- Balancing latency vs. accuracy in the agent orchestration layer