An open-source Text2SQL tool that transforms natural language into SQL using graph-powered schema understanding. Ask your database questions in plain English, QueryWeaver handles the weaving.
⚡ Executive Summary & Quick Facts
Authoritative SourceQueryWeaver is QueryWeaver is an open-source project written in Python: An open-source Text2SQL tool that transforms natural language into SQL using graph-powered schema understanding. Ask your database questions in plain English, QueryWeaver handles the weaving..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), FalkorDB/QueryWeaver has accumulated 1,088 GitHub stars and 139 forks. It is written in Python, licensed under AGPL-3.0, and ranks #8,203 globally. It is actively maintained with the latest commit recorded on Nov 3, 2026.”
| Repository | FalkorDB/QueryWeaver ↗ |
|---|---|
| Primary Category | falkordb |
| Language & Stack | Python |
| Software License | AGPL-3.0 |
| Community Traction | ★ 1.1K stars · ⑂ 139 forks · #8,203 globally |
| Maintenance | ● Active (Last commit: Nov 3, 2026) · 51 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 · Grade A+Yes, QueryWeaver is actively maintained. Continuous telemetry recorded the last code commit on Nov 3, 2026 (10 days ago). Supported by 1,088 stars and 139 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+27
STARS · LAST 30 DAYS
1
PER DAY
#1,191
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +27 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
QueryWeaver gained 27 stars in the last 30 days, about 1 a day, and now has 1.1K. It is about 1 year old and has averaged roughly 1.1K stars a year. It ranks #1,191 among Python repositories and #8,203 across all languages on GitHubRepo.
Trending Record
7
DAYS ON TRENDING
#10969
BEST RANK
Nov 3, 2026
FIRST APPEARANCE
Active
STATUS TODAY
QueryWeaver has maintained a continuous presence across global trending indexes, peaking at #10969. Below is the 30-day activity profile:
💡 Overview
QueryWeaver is an open-source project written in Python: An open-source Text2SQL tool that transforms natural language into SQL using graph-powered schema understanding. Ask your database questions in plain English, QueryWeaver handles the weaving.
Engineered for speed, consistency, and developer ease, it solves common hurdles in falkordb, semantic-layer, text2sql. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install QueryWeaver⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
QueryWeaver coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed QueryWeaver into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open AGPL-3.0 license.
🚀 Getting Started
Install QueryWeaver using your package manager: `pip install QueryWeaver`
Initialize your project workspace or configuration file for QueryWeaver.
Import QueryWeaver into your codebase or invoke it directly from your terminal.
Execute your test suite or run `QueryWeaver --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
FalkorDB/QueryWeaver is currently ranked #8,203 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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|---|---|---|---|---|
| #8,198 | chatwoot/chatwoot-mobile-app | TypeScript | ★ 1.1K | Compare ↗ |
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| #8,203 | FalkorDB/QueryWeaver This Project | Python | ★ 1.1K | |
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Frequently Asked Questions
What does QueryWeaver do? +
An open-source Text2SQL tool that transforms natural language into SQL using graph-powered schema understanding. Ask your database questions in plain English, QueryWeaver handles the weaving.
Is QueryWeaver actively maintained in 2026? +
Yes, QueryWeaver is actively maintained. The latest code push was recorded on Nov 3, 2026 (10 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 1,088 stars and 51 open issues.
What language is QueryWeaver written in? +
The primary language is Python. Topics include: falkordb, semantic-layer, text2sql.
How many stars does QueryWeaver have? +
QueryWeaver has 1,088 stars and 139 forks on GitHub.
How does QueryWeaver rank among GitHub repositories? +
With 1,088 stars, FalkorDB/QueryWeaver is ranked #8,203 globally across all repositories tracked on GitHubRepo and #1,191 among Python projects.
What license is QueryWeaver distributed under? +
The repository reports a AGPL-3.0 license. Always verify the repository LICENSE file for legal terms.
