Improve output format, current company-policy knowledge, and a consistent specialist style.
Match methods to requirements.
Choose three appropriate mappings.
Try prompts for instructions and format, use RAG for changing external knowledge, and consider fine-tuning for stable task or style adaptation.
Detailed explanation
This is quick to test without updating weights.
This is quick to test without updating weights.
Retrieved documents can be updated and cited.
Retrieved documents can be updated and cited.
Data, evaluation, and cost must be planned.
Data, evaluation, and cost must be planned.
It can be excessive for simple instructions or changing facts.
It can be excessive for simple instructions or changing facts.
Try it yourself
An example you can run in a temporary verification environment.
Amazon Bedrock公式Prompt management、Knowledge Bases、モデルカスタマイズの説明を確認する。Expected result
3つの適応方法を要件・更新頻度・データ量・費用で使い分けられる。Key points
- Prompt
- RAG
- Fine-tuning
Notes
- Environment: AWS公式AIF-C01試験ガイドとAWS公式ドキュメントの確認
- Command output formatting can vary slightly by distribution or tool version.
- Run the example in a temporary directory or process when possible.
Foundation review
Read the scope first
Check whether the command acts on the current shell, a new process, an existing process, or a file.
Verify the observable result
Use the supplied command and compare the output with the expected result.