Overview
Agentic Insights is designed to transform natural language questions into actionable insights, integrating both structured and unstructured enterprise data. The solution combines knowledge graph technology for relationship mapping, advanced full-text and vector searching for unstructured information, and direct relational database queries for tabular facts. When a user submits a query, the system extracts key concepts, identifies relevant entities, crafts and validates SQL queries, retrieves associated knowledge graph and document context, and delivers clear, business-ready summaries.
Key Functionality Includes:
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Entity and Keyword Extraction
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Graph and Document Search
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Conversational and Contextual Memory
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SQL Generation and Validation
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Relational Query Execution
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Charts and Visualization Generation
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Results Summarization
This is a professional services engagement to configure and deploy these agent(s) using AWS Generative AI services
Highlights
- AI enabled Entity extraction and knowledge graph creation for structured and unstructured data
- Agent enabled NLQ to SQL generation and execution
- Generates visual representations and graphical insights from available data
Details
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