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Self-Hosted LLM vs Public API: A Practical Comparison
The choice between a self-hosted LLM and a public API is one of the most critical architectural decisions teams face when building AI products. Both options provide access to language models that can power chatbots, analysis tools, automation systems, and internal assistants. But in production environments, the difference goes far beyond the possibility of generating answers. The choice affects cost structure, latency, data control, security, maintenance complexity, team skil

Kostiantyn Isaienkov
Jan 1710 min read


How to use OpenAI API in Python
Today everyone is familiar with the abilities of the ChatGPT. It provides a wide range of features for solving machine learning tasks and...

Kostiantyn Isaienkov
Aug 22, 20233 min read
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