Skip to content

Feature: LLM driven kernel agent for testing#10

Draft
vgene wants to merge 1 commit intomainfrom
feat/kernel-agent
Draft

Feature: LLM driven kernel agent for testing#10
vgene wants to merge 1 commit intomainfrom
feat/kernel-agent

Conversation

@vgene
Copy link
Contributor

@vgene vgene commented Feb 4, 2026

Issue #, if available:

Description of changes:

Add new nkipy.tools.kernel_agent tool providing:

  • CLI for discovering NumPy op support status on NKI hardware
  • Multi-stage kernel execution (numpy, compile, hardware)
  • LLM-based kernel generation via AWS Bedrock
  • Op testing framework with dtype and shape validation

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

Add new nkipy.tools.kernel_agent tool providing:
- CLI for discovering NumPy op support status on NKI hardware
- Multi-stage kernel execution (numpy, compile, hardware)
- LLM-based kernel generation via AWS Bedrock
- Op testing framework with dtype and shape validation
@vgene vgene force-pushed the feat/kernel-agent branch from 822467b to 588500e Compare February 14, 2026 08:04
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant