FlowiseAI/Flowise

[FEATURE] SageMaker Endpoint Model

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#1,050 opened on Oct 13, 2023

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 (3 comments) (1 reaction) (0 assignees)TypeScript (24,335 forks)batch import
enhancementhelp wanted

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Description

Hi, my team and I are trying to implement Flowise for our GenAI projects. We are wondering if there is a way to invoke ChatModels/LLMs/Embeddings through AWS SageMaker Endpoints similar to how HuggingFaceInference Endpoints operate.

For example, we have subscribed to a Cohere Embedding Model via AWS Marketplace and wish to use it as our embedding model as deployed as a SageMaker Endpoint.

Thanks!

Contributor guide

Research direction
Investigate the existing HuggingFaceInference integration in Flowise to understand the pattern, then explore AWS SageMaker SDK for invoking endpoints (boto3 or aws sdk js). Implement a new module similar to HuggingFace but for SageMaker endpoints.
Tech stack
typescript
Domain
backendapimachine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
4
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.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
AWS SageMakerTypeScript
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
35