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[New Feature]: prompt improvement for various best practices #7

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yunks128 opened this issue Sep 5, 2024 · 1 comment
Open

[New Feature]: prompt improvement for various best practices #7

yunks128 opened this issue Sep 5, 2024 · 1 comment
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enhancement New feature or request

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@yunks128
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yunks128 commented Sep 5, 2024

Checked for duplicates

Have you checked for duplicate issue tickets?

Yes

Alternatives considered

Have you considered alternative solutions to your feature request?

Yes - and alternatives don't suffice

Related problems

There is a noticeable performance gap between local language models from Ollama (llama3.1:8b, llama3.1:70b) and the cloud-based larger models from OpenAI and Azure.

Describe the feature request

I propose the implementation of more specific, tailored prompts for each best practice in order to enhance performance. Additionally, reference information that feeds into the model context should be customized for each best practice, ensuring that the model can provide more accurate and context-aware responses.

@yunks128 yunks128 added the enhancement New feature or request label Sep 5, 2024
@yunks128 yunks128 self-assigned this Sep 5, 2024
@yunks128
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yunks128 commented Sep 5, 2024

Steps for improvement

  • Break down problems into modular components (shorter inputs and outputs)
  • Sequential organization for outputs (multiple iterations for final outputs)
  • Extract metadata in target repo (e.g., for GOVERNANCE.md, we don't need entire repo content for input context; we will need only metadata as input)

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