AI agents

pipeshub-ai

One search across the tools your workplace already uses

Visit official page 日本語で詳しく見る

Popularity

★ 3.3k

Last update

August 2026

License / pricing

Apache-2.0

What it does

Connects mail, drives, chat and other workplace systems, keeps their contents indexed, and answers questions across all of them — aimed at the ordinary problem of nobody knowing which tool holds the answer. Documentation in a dozen languages including Japanese. The access question comes first: whatever this can read, every person who can query it can read too, so scope connectors before pointing it at HR or finance systems. Apache-2.0.

Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.

Screenshots & visuals

Before you start

Setup difficultySome setup needed
Command lineRequired
API keyRequired
Sends data onlineYes

Judged automatically from the project's own metadata. Always confirm on the official page.

pipeshub-ai FAQ

Is pipeshub-ai free?: pipeshub-ai itself is free, but it needs an API key for an external AI service. That service charges separately, though some have a free tier.
Do I need to install anything or write code to use pipeshub-ai?: It needs the command line. If you are not comfortable typing commands, expect to get stuck during setup.
Does pipeshub-ai work on a phone?: No. It needs a computer.
Can I use pipeshub-ai commercially?: The licence is Apache-2.0, which permits commercial use. Conditions such as keeping the copyright notice still apply, so read the licence text before shipping it inside something.

How it compares

The conditions that decide whether you can actually use it, side by side.

Tool	Command line	API key	Sends data out	Phone	Commercial use
pipeshub-ai (this page)	Required	Required	Yes	No	Yes
langflow	Required	Required	Yes	No	Yes
LangGraph	Required	Required	Yes	No	Yes
sim	Required	Required	Yes	No	Yes

"Sends data out" means your input is uploaded to someone's server. Pick "No" when the material cannot leave your organisation.

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What it does

Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.

pipeshub-ai FAQ

Is pipeshub-ai free?

pipeshub-ai itself is free, but it needs an API key for an external AI service. That service charges separately, though some have a free tier.

Do I need to install anything or write code to use pipeshub-ai?

It needs the command line. If you are not comfortable typing commands, expect to get stuck during setup.

Does pipeshub-ai work on a phone?

No. It needs a computer.

Can I use pipeshub-ai commercially?

The licence is Apache-2.0, which permits commercial use. Conditions such as keeping the copyright notice still apply, so read the licence text before shipping it inside something.

How it compares

The conditions that decide whether you can actually use it, side by side.

Tool	Command line	API key	Sends data out	Phone	Commercial use
pipeshub-ai (this page)	Required	Required	Yes	No	Yes
langflow	Required	Required	Yes	No	Yes
LangGraph	Required	Required	Yes	No	Yes
sim	Required	Required	Yes	No	Yes

"Sends data out" means your input is uploaded to someone's server. Pick "No" when the material cannot leave your organisation.