Feature: Add graph retriever · arc53/DocsGPT#1015

(5 评论) (0 反应) (1 负责人)Python (13,691 star) (1,359 fork)batch import

applicationbackendhelp wantedpython

描述

I think we can make upload / training process more advanced, maybe let users choose some "advanced" options on upload in the UI.

This way we can for example prepare data for graph + vector database. And when user creates a query it will automatically figure out where which retriever type needs to be used for that source. So I guess its a two part issue:

Edit structure of source docs in general (clean up a bit, and add retriever type field)
Add new graph retriever, add graph ingest, add UI to choose ingestion method maybe

贡献者指南

技术栈: pythonreactjavascript
领域: full stackai
议题类型: feature
难度: 4
预计时间: 1-2 days
活动状态: blocked
清晰度: mostly clear
前置要求: PythonReactGraph databasesVector databases
新手友好度: 20
研究方向: The issue proposes adding a graph retriever and advanced upload options. The existing codebase uses Python for backend and likely React for frontend. The contributor should examine the current document upload and retrieval flow in the 'api' and 'frontend' directories. There is an assignee, so coordinate with them first. Look into graph database integration (e.g., Neo4j) and how to extend the existing retriever classes. The UI changes involve adding a dropdown for ingestion method. Implementation should start with the backend changes to source document structure.