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Earnings Summarization Use Case

Overview

The Earnings Summarization application analyzes earnings calls through transcript processing, financial metric extraction, and management sentiment analysis.

Architecture

graph TB
    Start[Earnings Transcript] --> Processor[Transcript Processor]
    Processor --> Extractor[Metric Extractor]
    Extractor --> Sentiment[Sentiment Analyst]
    Sentiment --> Final[Earnings Summary]
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Agents

Transcript Processor

Structures and organizes earnings call transcripts for analysis.

Metric Extractor

Extracts financial metrics, guidance changes, and forward-looking statements.

Sentiment Analyst

Analyzes management tone and confidence levels throughout the call.

Deployment

USE_CASE_ID=earnings_summarization FRAMEWORK=langchain_langgraph ./scripts/deploy/full/deploy_agentcore.sh

Testing

./scripts/use_cases/earnings_summarization/test/test_agentcore.sh

Sample Data

Located at data/samples/earnings_summarization/

Entity ID Company Quarter
EARN001 TechGrowth Inc Q4 2024

API Reference

Request

{
  "entity_id": "EARN001",
  "summarization_type": "full"
}

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