run-llama/LlamaIndexTS

Using ColBERT with LLaMAIndex TS

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#1,044 opened on Jul 17, 2024

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help wanted

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Description

Is there a way to integrate ColBERT or RAGaTouille based indices directly with LLaMAIndexTS, without using Python backend? I am trying to build lightweight RAG application but want to use ColBERT as it is working best for my use-case. Any help would be appreciated.

Contributor guide

Research direction
Explore existing ColBERT TypeScript implementations (e.g., ColBERT.js) and how to integrate them as a custom retriever in LLaMAIndexTS. Check if a direct API call to a ColBERT server is feasible.
Tech stack
typescript
Domain
backendfull stack
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.
Mostly clear
Prerequisites
TypeScriptNode.jsRAG concepts
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60