pathwaycom/pathway

Allow setting query transformers in the BaseRAGQA

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#67 opened on Jul 22, 2024

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 (14 comments) (0 reactions) (0 assignees)Python (1,670 forks)batch import
enhancementgood first issue

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Description

There are already set of prompts such as prompt_query_rewrite and prompt_query_rewrite_hyde, allow setting the query transformation behaviour in the BaseRAGQA initialization. It can default to None to skip it.

Contributor guide

Research direction
Locate the BaseRAGQA class and modify its init method to accept an optional query transformer parameter. Update the internal query transformation logic to use the provided transformer if present, otherwise fall back to default behavior.
Tech stack
python
Domain
backendai
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonGit
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
75