OpenAI integration into business applications

Want to use OpenAI in your application or website – text generation, language understanding, recommendations or search? I design and implement integration tailored to your project.

The problem: how to plug AI into your system

OpenAI API can do a lot, but using it sensibly in your workflow, securing data and connecting to your API or databases requires architecture and development. Without it you risk expensive experiments or security issues.

How OpenAI integration helps

• GPT in your app – generate text, answer questions, summarise within your system.
• Embeddings and search – semantic search over documents and data using OpenAI embeddings.
• Custom tools – connect the model to your API (CRM, warehouse, orders) so it can perform real actions.
• Security and cost – design so only needed data is sent to the API and costs are predictable.

Real-world example

A portal with a large knowledge base: instead of full-text search, customers ask in natural language. OpenAI embeddings + Pinecone find relevant articles, GPT composes a short answer. The answer is shown on the site with cited sources. Development took a few weeks, maintenance is minimal.

Technologies

• OpenAI – GPT-4 / GPT-3.5 for text, Embeddings API for vector search.
• LangChain – chaining calls, tools, connection to your API and DB.
• Pinecone, Weaviate – storing vectors and fast similarity search over documents.

Backend integration in .NET Core or PHP depending on your stack.

No-obligation inquiry – OpenAI integration for your application
Email: rasovsky.mar@gmail.com · Phone +420 605 219 155

AI integration for businesses · Contact