FlowiseAI/Flowise

[FEATURE] Add local fast embed support for apiless free embedding

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#3620 opened on Dec 2, 2024

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 (2 comments) (0 reactions) (0 assignees)TypeScript (52,823 stars) (24,335 forks)batch import
enhancementhelp wanted

Description

Describe the feature you'd like A clear and concise description of what you would like Flowise to have. Add fastembed support: https://github.com/Anush008/fastembed-js

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

Contributor guide

Tech stack
typescriptnodejs
Domain
backend
Issue type
feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
clear
Prerequisites
TypeScriptNode.jsBackend developmentEmbedding concepts
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70
Research direction
Review the fastembed js library documentation and API. Examine existing embedding integrations in Flowise (likely in packages/components/embeddings). Look for how other embedding providers like OpenAI or HuggingFace are implemented to follow similar patterns. Consider performance and memory usage for local execution.