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Endigest AI Core Summary
Plenitude and Databricks built an agent-based system that transforms unstructured PDF maintenance reports into structured data for real-time natural language analysis.
•Databricks Document Intelligence AI functions parse PDFs to extract text, tables, and metadata, storing results as JSON in Delta Lake with full version history
•Genie space with Agent mode enables users to query maintenance data in natural language, generating and executing SQL with context from Unity Catalog metadata
•Domain-specific instructions in the Genie space guide the AI agent to apply correct business logic, such as handling multipage tables and excluding header rows
•Agent Bricks enables orchestration of complex workflows including SQL execution, report generation, and alert creation without manual prompt wiring
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Row-level security filters data access by country, while automatic liquid clustering optimizes query performance for exploratory AI-driven workloads
This summary was automatically generated by AI based on the original article and may not be fully accurate.
Databricks
Hugging Face
Google Cloud
AWS