Build your own Deep research reasoning agent - with O3 mini / Deepseek R1


Summary

The video introduces the O3 Mini model, which is four times faster than previous models and suitable for real-world applications. It discusses the fine-tuned O3 model in the CH GBT release, showcasing superior results for research tasks. The video explores how reasoning models like O3 Mini are shaping research tasks, focusing on inference stage advancements and the potential for building autonomous agent systems. Additionally, it touches upon the importance of utilizing tools and platforms like API files, Rapid API, and tool schemas for efficient research in various verticals. The video emphasizes the versatility of AI agents in complex research tasks and highlights the optimization of model performance for advanced research capabilities.


Introduction of O3 Mini Model

Introduction of the O3 Mini model and its unique support for function calling structur output, being four times faster than previous models, making it suitable for real-world applications.

Deep Research Mode in CH GBT

Discussion on the fine-tuned O3 model in the CH GBT release, showcasing superior results compared to normal GBD for old-based research, enabling deeper research planning and synthesis actions.

Reasoning Model Capabilities

Exploration of how reasoning models like O3 Mini are shaping research tasks, focusing on inference stage advancements and the potential for building autonomous agent systems for enhanced performance.

Comparison of Reasoning and Normal Agents

Conducting a side-by-side comparison of reasoning agents versus normal agents in research tasks, utilizing meta-introduced tools for evaluating performance and task completion.

Utilization of Deep Research Agent

Explanation of how deep research agents using reasoning can improve research tasks by enhancing reasoning accuracy, speed, and operational tools through model-defined conversations and a wide range of platforms and tools for research.

Enhancing Vertical Research Tools

Introduction to tools and platforms like API files, Rapid API, and tool schemas for improving specific vertical research tasks, emphasizing the importance of choosing the right tools for efficient research.

Complex Research Queries

Addressing complex research queries using deep research agents, showcasing the ability to extract specific information like fish species, movie references, and ZIP codes, demonstrating the versatility of AI agents in diverse research tasks.

Optimizing Model Performance

Discussion on the optimization of model performance for complex tasks by swapping to AI Mini models, highlighting the importance of adapting to the new era of advanced agents for improved research capabilities.

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