GPT Integration
GPT-4, Claude, and Gemini. Integrated into your product today.
Production-grade LLM integrations with proper prompt engineering, cost controls, fallback handling, and output validation. The difference between a demo and something you can actually ship.
What You Get
How we build gpt integration
Prompt Engineering and Optimization
Systematic prompt design with few-shot examples, chain-of-thought, and structured output formatting. 10-30% cost reduction through prompt optimization alone.
Multi-Model Architecture
Route requests to the right model based on complexity and cost. GPT-4 for complex reasoning, GPT-3.5 for simple tasks. Fallback handling when APIs go down.
Output Validation and Safety
Structured output parsing, hallucination detection guardrails, and content filtering. LLM outputs you can actually trust in production.
Use Cases
What we typically build
Every project is different, but here's the kind of work we do most often in this space.
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