Implement fundamental prompts

[tubamos]

Domain

data pipeline

Description

Establish a foundational / base prompt or a basic prompt system to enhance the performance of the different LLMs to be integrated via LangChain. Create and test prompt templates to produce better responses.

User Story

• as developer of this team
• I want to implement some fundamental prompt engineering techniques
• so that I can improve the quality and relevance of the responses generated by LLMs for the user.

Acceptance Criteria

• 3 or more iterations on prompt designs are made (informed by the previous iteration learnings and outcomes) in order to improve the response generation.
• The prompt structures are designed, tested and documented with examples in the wiki.
• The improvement in the responses after the implementation of this fundamental promt engineering approach, can be demonstrated.

Definition of Done

• The feature has been fully implemented.
• The feature has been manually tested and works as expected without critical issues.
• The feature branches have been merged into the main branch and closed.