Ai System Design
Ai System Design
Hard
Intelligent Document Processor
Design a document processing AI system that can intelligently parse, summarize, and answer questions about a wide variety of documents (e.g., reports, manuals, legal documents) in real-time. The system should be able to handle diverse formats and extract relevant information while ensuring the integrity of the data. Consider the ingestion pipeline, retrieval mechanisms, model selection, evaluation, performance optimization, safety measures, and ongoing monitoring for data drift.
Key concepts
data ingestionsemantic searchllm evaluation
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