refly-ai/refly

Support calling a model once for data cleaning using plugins

Open

#714 ouverte le 16 avr. 2025

Voir sur GitHub
 (0 commentaires) (0 réactions) (0 assignés)TypeScript (7 331 stars) (712 forks)user submission
enhancementgood first issue

Description

Is your feature request related to a problem? Please describe. The user is requesting the ability to use a plugin to invoke a machine learning or AI model for data cleaning purposes in a single operation. This suggests a desire for a more streamlined and efficient data preprocessing workflow where a plugin can trigger a one-time model call to clean or transform data, potentially reducing the complexity of current data cleaning processes.

Describe the solution you'd like A clear and concise description of what you want to happen.

Describe alternatives you've considered A clear and concise description of any alternative solutions or features you've considered.

Additional context Add any other context or screenshots about the feature request here.

Guide contributeur

Stack technique
typescript
Domaine
datamachine learningai
Type d'issue
feature
DifficultéDifficulté estimée pour un nouveau contributeur, de 1 pour un très petit changement à 5 pour un travail expert.
3
Temps estiméFourchette de temps approximative pour investiguer, implémenter, tester et préparer une pull request.
1-2 days
Statut d'activitéDisponibilité apparente de l'issue : fraîche, active, ancienne, bloquée ou en attente d'un mainteneur.
fresh
ClartéClarté avec laquelle l'issue explique le changement attendu, les critères d'acceptation et la prochaine étape.
unclear
Prérequis
Basic plugin developmentTypeScript knowledgeUnderstanding of data cleaning
Accessibilité débutantScore de 1 à 100 estimant l'accessibilité de cette issue pour un premier contributeur.
40
Direction de recherche
Examine the existing plugin architecture in the repository (likely in src/plugins or similar). Look for any prior discussions or PRs related to model invocation. Understand how plugins currently interact with data processing pipelines. Propose a minimal API for a one time model call, considering both local and remote model invocation. Check if there are any relevant issues or documentation on data cleaning workflows.