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/** OpenAI API development — GPT, embeddings, and real integrations */
OpenAI API development — GPT, embeddings, and integrations that hold up in production.
GPT models, embeddings, and function calling can power search, support, content generation, and automation — if the integration is built right. We handle the API work, the prompt design, and the reliability engineering most demos skip entirely.
◉Serving Ponte Vedra, St. Johns County, Jacksonville & the North Florida / South Georgia region
What we build
OpenAI API, applied.
✓
GPT integration
Chat, content generation, and reasoning tasks built into your actual product.
✓
Embeddings & semantic search
Search that understands meaning, not just keyword matches.
✓
Function calling & tool use
GPT models that can actually query your systems and take action.
✓
Fine-tuning guidance
Honest advice on when fine-tuning is worth it — and when it isn't.
✓
Streaming responses
Fast, real-time output instead of a long wait before anything appears.
✓
Rate limits & cost control
Built to handle real traffic without surprise bills or throttled requests.
Stack
Tools we pair it with
FAQ
Common questions
Do you work with GPT-4 and newer models?
Yes — we build against whichever current model fits the use case and budget, and keep integrations current as OpenAI updates its lineup.
Can embeddings power our internal search?
Yes — that's one of the most common, high-value uses. Turning a pile of documents into search that actually understands what someone's asking.
How do you keep API costs under control?
Caching, sensible context limits, and choosing the right model for each task rather than defaulting to the most expensive one everywhere.
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