TuGraph-family/chat2graph

feat(agent): add Text2GQL agent as a demo and test the accuracy

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#228 opened on Oct 27, 2025

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agent:*featgood first issuehelp wantedoss:medium

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Description

As a accuracy-orientted task, it can be implemented with an automated workflow or a pre-defined workflow.

Contributor guide

Research direction
Explore existing Text2GQL approaches and design a simple agent to test accuracy on sample queries.
Tech stack
python
Domain
aibackenddatabase
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.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonGit
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70