Using specialized AI models for specific tasks

Hello All,

I wanted to propose an idea that could enhance the utility and efficiency of Bolt’s AI capabilities: a Multimodal Agent Structure.

As we’ve seen, different AI models excel in specific domains. For instance:

Gemini 2.0 Exp: Demonstrates an impressive advantage in handling extended context lengths, making it a prime candidate for tasks requiring critical analysis or serving as a “critic” agent.

Deeper V3: Excels in coding tasks, similar to Claude Sonnet, making it an ideal coding agent for development purposes.

Other models (e.g.,Claude or GPT-based-Agent API solutions) may have unique strengths in creative writing, summarization, or general conversational support.

By leveraging a multimodal agent mode, where task-specific models are dynamically integrated, users could route their queries or workflows to the most suitable AI agent for optimal performance. For example:

A code generation request could be routed directly to a coding-specialized model.

A document review task requiring extended context could utilize Gemini 2.0 Exp.

Creative writing tasks could rely on a model optimized for linguistic and contextual fluidity.

Benefits of Multimodal Agent Mode:

Improved efficiency by reducing misaligned outputs from models not optimized for specific tasks.

Greater customization for users to tailor workflows based on model-specific strengths.

Enhanced overall user satisfaction with AI outputs through more precise agent matching.

This approach would require robust model-switching mechanisms and perhaps seamless integration with user inputs to ensure the right model is activated for the task. However, given the current trajectory of innovation in AI, this seems feasible and could set Bolt apart as a truly adaptive and intelligent platform.

Would love to hear others’ thoughts on the potential benefits and challenges of this approach!

2 Likes

Hi @Kebabdude,

thanks for the detailed post. I think it´s a great idea and it is also already on the roadmap: Roadmaps
Last one :slight_smile: