Llm Applications – Charm

Building LLM Apps That Can See, Think, and Integrate: Using o3 with Multimodal Input and Structured Output

Cs news3 months ago027 mins

, the standard “text in, text out” paradigm will only take you so far. Real applications that deliver actual value should be able to examine visuals, reason through complex problems, and produce results that systems can actually use. In this post, we’ll design this stack by bringing together three powerful capabilities: multimodal input, reasoning, and…

OpenAI o3 Model Revolutionizes Multimodal LLM App Development in 2025

Building LLM Apps That Can See, Think, and Integrate: Using o3 with Multimodal Input and Structured Output