Structured Information Extraction (SIE) - Allocated Requirements¶

This document outlines the requirements allocated to the SIE (Structured Information Extraction) component within the AgentHeaven architecture.

1. Overview¶

The SIE component handles extraction of structured information from various data sources.


2. Allocated Requirements¶

2.1 Functional Requirements¶

ID

Requirement

Implementation Details

Priority

FR-06

Tool Management

Implements extraction tools

High

FR-11

Database Native

Extracts database schemas

High

FR-17

Distributed System

Supports distributed extraction

Low

FR-76

Schema Extraction

Extracts structured schemas from databases

High

FR-77

NL2SQL Workflows

Implements natural language to SQL conversion

High

FR-78

Unstructured Data

Processes unstructured documents and text

Medium

FR-79

Template-Based Extraction

Uses customizable extraction templates

Medium

FR-80

Validation Pipelines

Validates extracted data quality

Medium

2.2 Non-Functional Requirements¶

ID

Requirement

Implementation Details

Priority

NFR-03

NL2SQL Accuracy

Ensures accurate schema extraction

High

NFR-37

Extraction Precision

Optimizes precision of extracted information

High

NFR-38

Processing Speed

Minimizes extraction latency

High

NFR-39

Data Quality

Ensures high-quality extracted data

Medium

NFR-40

Scalability

Handles large-scale extraction tasks

Medium

2.3 Cross-Component Dependencies¶

Component

Description

Database

For schema extraction

BaseUKF

For structured output format

KLStore

For storing extracted schemas

3. Implementation Notes¶

[Add implementation notes here]


4. Open Issues¶

[List any open issues or questions]


Further Exploration¶

Tip: For more information about SIE (System Integration Environment) in AgentHeaven, see:

Tip: For more information about AgentHeaven architecture, see: