In the dynamic field of AI, OpenAI’s latest innovation, GPT-4o Mini, stands out for its cost-efficiency and superior performance. This new model, designed to be significantly more affordable and versatile, is a game-changer for small and medium enterprises (SMEs) like Positive doo. As we continue to lead in providing AI-powered applications for digital transformation, GPT-4O […]
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Leveraging OpenAI’s Batch API for Cost-Effective AI Deployment in SMEs At Positive doo, our journey with AI and LLM-based applications is continuously evolving. A critical aspect of our workflow involves preparing and storing large volumes of data and vectors, particularly when dealing with extensive image descriptions. OpenAI’s Batch API has emerged as a transformative tool
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Transitioning LLM Apps to Production: The Shift from Streamlit to FastAPI/React In the realm of AI and LLM application development, Python remains the cornerstone language, often coupled with Streamlit for its rapid prototyping capabilities. However, as applications transition from development stages to production-ready solutions in real business environments, the need for more robust, scalable UI
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