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chagpt

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A cloud-native text analysis microservice that consumes file identifiers from AWS SQS, retrieves .TXT files from S3, and processes them through OpenAI's models to extract summaries and classify sentiment (positive, neutral, negative)—storing results in DynamoDB for fast, scalable access in distributed workflows.

  • Updated Nov 25, 2025
  • Java

Most AI chatbots will solve a child's homework in one message if asked. This protocol overrides that behavior. It forces the AI to teach the method first, then make the child attempt the work, then review it like a real teacher — for any subject, on any question, without a parent having to configure anything per-subject.

  • Updated Sep 29, 2026
  • Python

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