eosphoros-ai/DB-GPT

[Feature][GraphRAG] Explore knowledge extraction from tabular data

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#2,006 opened on Sep 11, 2024

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 (0 comments) (0 reactions) (0 assignees)Python (2,879 forks)batch import
GraphRAGWaiting for replyenhancementhacktoberfest

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Description

Search before asking

  • I had searched in the issues and found no similar feature requirement.

Description

Improve the extraction ability of knowledge graphs and support obtaining triple information from tabular data.

Use case

No response

Related issues

No response

Feature Priority

Medium

Are you willing to submit PR?

  • Yes I am willing to submit a PR!

Contributor guide

Research direction
Explore methods for extracting triples from tabular data, e.g., using rule based or ML approaches. Look into existing graphrag pipelines and how they handle structured data.
Tech stack
python
Domain
backendai
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
PythonGitKnowledge of knowledge graphs
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40