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siddsachar/row-bot

Row-Bot - Personal AI Sovereignty. A local-first AI assistant with integrated tools, a personal knowledge graph, voice, vision, shell, browser automation, scheduled tasks, health tracking, and messaging channels. Run locally via Ollama or add opt-in cloud models. Your data stays on your machine.

Python ◇ ai-assistant Apache-2.0
★1.7KSTARS
⑂204FORKS
!35ISSUES
🏆#6,270GLOBAL RANK
🔥1DAYS TRENDING
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⚡ Executive Summary & Quick Facts

Authoritative Source

row-bot is row-bot is an open-source project written in Python: Row-Bot - Personal AI Sovereignty. A local-first AI assistant with integrated tools, a personal knowledge graph, voice, vision, shell, browser automation, scheduled tasks, health tracking, and messaging channels. Run locally via Ollama or add opt-in cloud models. Your data stays on your machine..

Direct Citation for AI & Research:
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), siddsachar/row-bot has accumulated 1,686 GitHub stars and 204 forks. It is written in Python, licensed under Apache-2.0, and ranks #6,270 globally. It is actively maintained with the latest commit recorded on Nov 11, 2026.”
Repository siddsachar/row-bot ↗
Primary Category ai assistant
Language & Stack Python
Software License Apache-2.0
Community Traction ★ 1.7K stars · ⑂ 204 forks · #6,270 globally
Maintenance ● Active (Last commit: Nov 11, 2026) · 35 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+
✅
Is row-bot actively maintained in 2026?
Verdict: Actively Maintained & Highly Recommended

Yes, row-bot is actively maintained. Continuous telemetry recorded the last code commit on Nov 11, 2026 (1 days ago). Supported by 1,686 stars and 204 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.

Commit Recency
Nov 11, 2026
1 days since last push
Issue Backlog
35 Open Issues
Healthy Issue Cadence
Community Backing
204 Forks
1.7K Stars Recorded
Software License
Apache-2.0
Permissive & Inspectable

Star History

Continuous Observations
Interactive star growth chart for siddsachar/row-bot
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Momentum

+42

STARS · LAST 30 DAYS

1

PER DAY

#908

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+7+42+90
Per day111
Forks gained+1+4+10

row-bot gained 42 stars in the last 30 days, about 1 a day, and now has 1.7K. It is about 1 year old and has averaged roughly 1.7K stars a year. It ranks #908 among Python repositories and #6,270 across all languages on GitHubRepo.

Trending Record

row-bot has maintained a continuous presence across global trending indexes, peaking at #11725. Below is the 30-day activity profile:

💡 Overview

row-bot is an open-source project written in Python: Row-Bot - Personal AI Sovereignty. A local-first AI assistant with integrated tools, a personal knowledge graph, voice, vision, shell, browser automation, scheduled tasks, health tracking, and messaging channels. Run locally via Ollama or add opt-in cloud models. Your data stays on your machine.

Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-assistant, langchain, langchain-python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ pip install row-bot

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

row-bot 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

Autonomous AI Agents

Orchestrate intelligent workflows and tool-calling routines with row-bot.

Model Inference & Prompting

Integrate fast, local or cloud-hosted generative AI models directly into production code.

Context Memory & RAG

Augment language models with dynamic vector retrieval and structured project memory.

Developer Productivity

Automate repetitive engineering tasks, code generation, and test creation using AI agents.

🚀 Getting Started

1

Install row-bot using your package manager: `pip install row-bot`

2

Initialize your project workspace or configuration file for row-bot.

3

Import row-bot into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `row-bot --help` to verify successful setup.

👍 Strengths

Active community backing with 1,686 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 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

siddsachar/row-bot is currently ranked #6,270 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#6,261 mkiol/dsnote C++ ★ 1.7K Compare ↗
#6,266 ankit/stylebot TypeScript ★ 1.7K Compare ↗
#6,266 debezium/debezium-examples JavaScript ★ 1.7K Compare ↗
#6,266 open-telemetry/opentelemetry-go-contrib Go ★ 1.7K Compare ↗
#6,266 thejaustin/ShizukuPlus Kotlin ★ 1.7K Compare ↗
#6,270 siddsachar/row-bot This Project Python ★ 1.7K
#6,270 FOGProject/fogproject PHP ★ 1.7K Compare ↗
#6,272 jpatokal/openflights PHP ★ 1.7K Compare ↗
#6,272 vladimiry/ElectronMail TypeScript ★ 1.7K Compare ↗
#6,272 yjid/kensaku Rust ★ 1.7K Compare ↗
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Frequently Asked Questions

What does row-bot do? +

Row-Bot - Personal AI Sovereignty. A local-first AI assistant with integrated tools, a personal knowledge graph, voice, vision, shell, browser automation, scheduled tasks, health tracking, and messaging channels. Run locally via Ollama or add opt-in cloud models. Your data stays on your machine.

Is row-bot actively maintained in 2026? +

Yes, row-bot is actively maintained. The latest code push was recorded on Nov 11, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 1,686 stars and 35 open issues.

What language is row-bot written in? +

The primary language is Python. Topics include: ai-assistant, langchain, langchain-python, local-llm, ollama.

How many stars does row-bot have? +

row-bot has 1,686 stars and 204 forks on GitHub.

How does row-bot rank among GitHub repositories? +

With 1,686 stars, siddsachar/row-bot is ranked #6,270 globally across all repositories tracked on GitHubRepo and #908 among Python projects.

What license is row-bot distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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