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AI Response Validator

Enterprise AI framework with structured response validation, schema enforcement, and automatic retry logic for reliable LLM outputs

Client:AI Development Community
Duration:6 months
AI Response Validator

The Challenge

LLM outputs are unpredictable - production applications need guaranteed schema compliance and type safety

Our Solution

Built validation layer with Pydantic schemas, automatic retries, partial parsing, and streaming support

Key Results

  • Schema-enforced outputs
  • Multi-provider support
  • Budget control system
  • Agent framework

Technology Stack

Python
Pydantic
LiteLLM
Instructor
OpenRouter

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