Routing is matching a task to a catalog row. Ashna-X1 is the default. Pin GPT, Claude, or Gemini when you need that row’s context, reasoning, or file flags. Brand preference is not routing.
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If the constraint is “any good answer,” stay on X1. If it is “400k context” or “thinking must stay on,” open the catalog.
Use chat-with-file. That is a pipeline choice, not a model-brand choice.
Practical routing rules from the AshnaAI model catalog.
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Everything You Need to Know
Choosing which catalog model should run a task based on tools, context, and reasoning needs.
Both. Ashna-X1 is a model trained and built by AshnaAI, pretrained and fine-tuned on top of open-weight models. It is also the orchestration layer that can route a task to another catalog model when needed.
When you need that provider’s reasoning or a customer requires Anthropic.
No. Agents still have specs and tools. Routing picks the model those tools run on.
Ashna-X1 and task-aware model routing.
