Where your team and AI work together

The AI-Native Execution Layer for Enterprise Workflows

OPEN SOURCE

Apache 2.0 licensed.

Audit every line.

Deploy anywhere.

Most AI tools give you answers. Pipeshub gives you answers you can trust, infrastructure you own, and a platform you can build on.

Most AI tools give you answers. Pipeshub gives you answers you can trust, infrastructure you own, and a platform you can build on.

Trust It

Answers that stand on evidence.

AI fails without trust. Pipeshub is built for explainability.


Knowledge Graph + Page Ranking deliver trustworthy results, not just similar text.

AI fails without trust. Pipeshub is built for explainability.

Knowledge Graph + Page Ranking deliver trustworthy results, not just similar text.

Pinpoint Citations

Page numbers, paragraph references,
and direct links to source documents
across every connected system.

What does the sales process looks like in Paypal?

Answer

Sources

4

Citation

9

PayPal’s sales process is centered around enabling merchants and individuals to send and receive payments securely online and in person, using streamlined onboarding, trusted branding, and automation-driven sales operations to drive global adoption and retention.​

Businesses and individuals can start selling quickly by creating a PayPal account, confirming their business information, and linking PayPal to their website or e-commerce platform.​

No dedicated business bank account is necessary; PayPal acts as the intermediary, processing payments and depositing funds into the merchant’s PayPal account.​

Merchants can accept payments via online checkout buttons, QR codes, PayPal payment links, invoices, and even in-person POS hardware.

Overview of the Sales Process:

Sales

1

Sales

2

Very High

What does the sales process looks like in Paypal?

Answer

Sources

4

Citation

9

PayPal’s sales process is centered around enabling merchants and individuals to send and receive payments securely online and in person, using streamlined onboarding, trusted branding, and automation-driven sales operations to drive global adoption and retention.​

Businesses and individuals can start selling quickly by creating a PayPal account, confirming their business information, and linking PayPal to their website or e-commerce platform.​

No dedicated business bank account is necessary; PayPal acts as the intermediary, processing payments and depositing funds into the merchant’s PayPal account.​

Merchants can accept payments via online checkout buttons, QR codes, PayPal payment links, invoices, and even in-person POS hardware.

Overview of the Sales Process:

Sales

1

Sales

2

Very High

Confidence You Can Verify

Built-in confidence with exact sources,
highlighted evidence, and page-level references.

What are our standard vendor payment
terms?

Net 30 days for all new vendor contracts, per section 4.2 of the Vendor Agreement Policy updated January 2026.

Very High

16 Citations

4 Sources

How did Q3 marketing spend compare to budget?

Q3 marketing spend appears roughly 8% under budget based on available reports — final reconciliation is still pending.

Medium confidence

4 Citations

1 Sources

What are our standard vendor
payment terms?

Net 30 days for all new vendor contracts, per section 4.2 of the Vendor Agreement Policy updated January 2026.



Low confidence

4 Citations

1 Sources

What are our standard vendor payment terms?

Net 30 days for all new vendor contracts, per section 4.2 of the Vendor Agreement Policy updated January 2026.

Very High

16 Citations

4 Sources

How did Q3 marketing spend compare to budget?

Q3 marketing spend appears roughly 8% under budget based on available reports — final reconciliation is still pending.

Med. confidence

4 Citations

1 Sources

What are our standard vendor
payment terms?

Net 30 days for all new vendor contracts, per section 4.2 of the Vendor Agreement Policy updated January 2026.

Low confidence

4 Citations

1 Sources

Knowledge Graph-First Retrieval

Structured reasoning across documents,
entities, and metadata, not just keyword matching.

Search across Drive, Slack, Jira, Email

App Sources

Knowledge Layer

HR Hub

132 docs

PDF, DOCX, XLSX

Permissions inherited

Sales Hub Card

245 docs

PDF, CSV, Email, DOCX

Team Shared

Engineering Hub

310 docs

MD, TXT, DOCX, PDF

Team Shared

Finance Hub

98 docs

XLSX, PDF, DOCX

Restricted (Finance only)

Search across Knowldege

App Sources

Knowledge Layer

HR Hub

132 docs

PDF, DOCX, XLSX

Permissions inherited

Sales Hub Card

245 docs

PDF, CSV, Email, DOCX

Team Shared

Engineering Hub

310 docs

MD, TXT, DOCX, PDF

Team Shared

Finance Hub

98 docs

XLSX, PDF, DOCX

Restricted (Finance only)

Own It

Your data.

Your data.

Your data.

Your models.

Your models.

Your models.

Enterprise AI shouldn't mean handing sensitive data to a vendor's cloud.

PipesHub is open source.


Audit every line, deploy on your infrastructure, choose your own models.

Bring your own keys from OpenAI, Anthropic, Google, Mistral, or run fully local with Ollama.


You control AI spend directly, no opaque charges.

a black and white photo of a tree

Scalable

Cloud-native from day one.

Pipeshub scales horizontally, handles millions of documents, and remains fault-tolerant under heavy load.

From a single Docker deploy to enterprise-wide infrastructure, it grows as you do.

Model Friendly

Model-agnostic by design.

Integrate OpenAI, Claude, Ollama, or even run your own local LLM in PipesHub.

No lock-in, no restrictions. Choose what works best for your team.

Build On It

Search is memory.
Agents are workers.

Pipeshub gives teams AI agents that reason, cite, and act across your stack. Build with no-code or Python, Go, and TypeScript. Automate workflows across tools.

Product Docs 1

Type

Vector DB

Records

412 indexed

Status

Synced

CS Agent

Input / Output

User Input

Chat Reponse

LLM Models

GPT-5.2

GPT-4o mini

Claude Sonnet

Claude Haiku

Gemini 2.0 Flash

Actions

Drive

Calendar

Gmail

Slack

Jira

Confluence

Outlook

Github

Teams

Notion

Salesforce

Agent

System Prompt

You are Alex's customer support AI …

INPUTS

Model

GPT-5.2

Knowledge

CRM History

Product Docs

Input

Chat Input

OUPUT

Reponse

Agent Response

Slack Alert

#support-critcal

Email

Customer Follow Up

Starting Message

Hi there! I'm TechCorp's support assistant. How can I help you today?

GPT-5.2

Context

128K Tokens

Speed

#support-critcal

Version

GPT-5.2

Slack

Actions

Send Alert

Channel

#support-critcal

Message

Hi there! I'm TechCorp..

Gmail

Actions

35 Available

Status

Connected

Description

Send follow-up e…

CRM History

Type

Vector DB

Records

2847 indexed

Status

Synced

Product Docs 2

Type

Vector DB

Records

412 indexed

Status

Synced

"Add a Jira tool and connect it with the agent outputs"

Product Docs 1

Type

Vector DB

Records

412 indexed

Status

Synced

Agent

System Prompt

You are Alex's customer support AI …

INPUTS

Model

GPT-5.2

Knowledge

CRM History

Product Docs

Input

Chat Input

OUPUT

Reponse

Agent Response

Slack Alert

#support-critcal

Email

Customer Follow Up

Starting Message

Hi there! I'm TechCorp's support assistant. How can I help you today?

GPT-5.2

Context

128K Tokens

Speed

#support-critcal

Version

GPT-5.2

Slack

Actions

Send Alert

Channel

#support-critcal

Message

Hi there! I'm TechCorp..

Gmail

Actions

35 Available

Status

Connected

Description

Send follow-up e…

CRM History

Type

Vector DB

Records

2847 indexed

Status

Synced

Product Docs 2

Type

Vector DB

Records

412 indexed

Status

Synced

"Add a Jira tool and connect it with the agent outputs"

Product Docs

Type

Vector DB

Records

412 indexed

Agent

System Prompt

You are Alex's customer support AI …

INPUTS

Model

GPT-5.2

Knowledge

CRM History

Product Docs

Input

Chat Input

OUPUT

Reponse

Agent Response

Slack Alert

#support-critcal

Email

Customer Follow Up

Slack

Actions

Send Alert

Channel

#support-critcal

Gmail

Actions

35 Available

Status

Connected

CRM History

Type

Vector DB

Records

2847 indexed

No-Code Agent Builder

Specialized agents per department. Event-driven and scheduled workflows. Any AI model.

Cross-System Automation

Create Jira tickets from emails, sync notes to Confluence, generate digests, trigger cross-system investigations.

MCP Server + SDKs

Expose your knowledge graph to Claude, Cursor, VS Code, or your own product via MCP + SDKs.

Own It

Your company's knowledge, organized

Collections

WORKSPACE

Engineering

Marketing

SHARED

Finance

Human Resources

Product Development

PRIVATE

Sales

Customer Support

IT Services

Legal Affairs

Type

Status

Size

Date Created

Last Updated

File Name

Status

Size

Created

Updated

Front-end

-

-

3 Nov 2025

3 Nov 2025

Q4 2025 Marketing Plan

-

800 KB

15 Dec 2025

15 Dec 2025

2027 Product Roadmap

1.8 MB

1 Jan 2027

1 Jan 2027

Q1 2026 User Research Findings

-

1.5 MB

10 Jan 2026

10 Jan 2026

2027 Product Roadmap

-

1.8 MB

1 Jan 2027

1 Jan 2027

2027 Product Roadmap

-

1.8 MB

1 Jan 2027

1 Jan 2027

2027 Product Roadmap

-

1.8 MB

1 Jan 2027

1 Jan 2027

Q2 2026 Feature Prioritization

-

600 KB

5 Apr 2026

5 Apr 2026

Q3 2026 Market Analysis Report

-

2.1 MB

20 Jul 2026

20 Jul 2026

Q4 2026 Customer Feedback Summary

-

900 KB

15 Oct 2026

15 Oct 2026

2027 Product Roadmap

1.8 MB

1 Jan 2027

1 Jan 2027

2028 Market Expansion

2.5 MB

15 Feb 2028

15 Feb 2028

2029 Feature Update

3.0 MB

30 Mar 2029

30 Mar 2029

2030 User Feedback Analysis

1.2 MB

10 Apr 2030

10 Apr 2030

Chat

Ask in ‘Engineering’ anything...

Showing 1-14 of 100 Items

Previous

1

Next

1

Engineering

Find

Refresh

New

Share

Organize files and folders
your way

Collections for each team or project. Manage files, folders, and document groups with inherited permissions. Every hub instantly searchable across the whole org.

Bring your own apps

Connect personal data sources like your own Notion workspace, Google Drive, or local files. Your data stays yours, searchable only by you.

Manage sync and indexing

Monitor indexing pipelines, check sync status, retry failed records, and control what gets indexed and when. All from the Collections view.

Permissions that just work

Inherits permissions from connected apps. If someone can't see a doc in Drive, they can't find it in Pipeshub either.

Find anything across your entire org

Switch from Chat mode to Knowledge Search and run natural-language queries across every connected record, ranked by relevance with direct links to the original.

Can you help me find all the legal docs like SOC2, GDPR, etc?

Slack - SOC3 Report 01-31-24

Open Box

View Citations

Chat

2 MB

Box

“Slack transforms team communication, facilitating seamless conversations and quick decision-making.”

"Used to support Identity Verification Service Issues data."

Page 4

Paragraph 1

Search anything...

Search

Quick

Asana - SOC3 Report 01-31-24

View Citations

Chat

3 MB

Google Drive

“Asana provides a work management platform, empowering teams to do great things together.”

2 Citations

Slack - SOC3 Report 01-31-24

2 MB

Box

“Slack transforms team communication, facilitating seamless conversations and quick decision-making.”

"Used to support Identity Verification Service Issues data."

Page 4

Paragraph 1

Search anything...

Search

Asana - SOC3 Report 01-31-24

3 MB

Google Drive

“Asana provides a work management platform, empowering teams to do great things together.”

2 Citations

Can you help me find all the legal docs like SOC2, GDPR, etc?

Build On It

Connects to your whole stack

Connects to your whole stack

Connects to your whole stack

Plug-and-play connectors that sync in real time and respect your existing access controls

Chat

Quick

Connectors

Collections

Search Connectors

Connect apps

Google Drive

Jira

Slack

Notion

Github

Salesforce

Connect apps

Google Drive

Jira

Slack

Notion

Github

Salesforce

SECURE BY DESIGN.

Every document keeps its original permissions, with SOC 2 Type I compliance in place and SOC 2 Type II controls actively in progress.

Permission-Aware

Permission-Aware

Role-based access control with granular agent permissions, enforced end-to-end across all connectors.

Role-based access control with granular agent permissions, enforced end-to-end across all connectors.

Compliance Ready

Compliance Ready

SOC 2 Type I & II, ISO 27001, VAPT certified. Full audit trail for every query and agent action.

SOC 2 Type I & II, ISO 27001, VAPT certified. Full audit trail for every query and agent action.

Deployment Flexibility

Deployment Flexibility

Cloud, VPC, on-premise, or air-gapped. You choose the security boundary.

Cloud, VPC, on-premise, or air-gapped. You choose the security boundary.

For builders.

For agents.

For everyone.

For builders.

For agents.

For everyone.

The future of AI agents will be open,
explainable, and built together.

The future of AI agents will be open, explainable, and built together.

GitHub

…k

GitHub stars in 12 weeks.

Discord

500+

Active developers on Discord.

Proudly Oppen Source

git clone pipeshub && docker compose up

From deploy to action in minutes.

From deploy to action in minutes.

From deploy to action in minutes.

Enterprise AI you can trust, own, and build on.

Start with the open-source edition or talk to us about enterprise deployment.

Enterprise AI you can trust, own, and build on. Start with the open-source edition or talk to us about enterprise deployment.

git clone pipeshub && docker compose up

DESIGNED IN SAN FRANCISCO ❤️

DESIGNED IN SAN FRANCISCO ❤️

DESIGNED IN SAN FRANCISCO ❤️