Public Sector — Hybrid Indexing for Regulatory Information Search

Overview

The primary purpose of this DAG is to implement a hybrid indexing system that improves the efficiency and accuracy of searching regulatory information within the public sector. The system ingests data from multiple sources, including internal documents, regulatory databases, and compliance reports. The ingestion pipeline consists of several key processing steps: first, data normalization is performed to ensure consistency across various formats and structures. Next, the data is indexed using a c

The primary purpose of this DAG is to implement a hybrid indexing system that improves the efficiency and accuracy of searching regulatory information within the public sector. The system ingests data from multiple sources, including internal documents, regulatory databases, and compliance reports. The ingestion pipeline consists of several key processing steps: first, data normalization is performed to ensure consistency across various formats and structures. Next, the data is indexed using a combination of traditional search algorithms and advanced vector-based models, which enhances the relevance of search results. Regular updates to the index are scheduled to incorporate new documents and changes in regulations, ensuring that the information remains current and comprehensive. Quality controls are integrated into the process, with performance metrics monitored to evaluate search efficiency, such as response time and accuracy of results. The outputs of this DAG include a fully operational hybrid index, search performance reports, and user feedback summaries. Monitoring key performance indicators (KPIs) such as search speed and user satisfaction provides insights into the system's effectiveness. This solution delivers significant business value by streamlining access to critical regulatory information, thereby supporting compliance efforts and enhancing decision-making processes within the public sector.

Part of the Governance & Compliance solution for the Public Sector industry.

Use cases

• Improves access to regulatory information for stakeholders
• Enhances compliance with up-to-date information
• Reduces time spent searching for critical documents
• Increases accuracy of regulatory searches
• Facilitates informed decision-making in governance