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One Guru. Many surfaces. The same trust layer on every reply. Gurubase splits integrations into three buckets:

Ingestion

Where your Guru learns from. 10+ source types, indexed and kept in sync.

Deployment

Where your Guru shows up. Widget, chat platforms, ticketing, IDEs, REST, MCP.

Actions

What your Guru can do. Pull live data and act across any REST API, Python script, or MCP tool.

Ingestion

Build a unified knowledge base from 10+ content sources. Every indexed item becomes a citable source the Guru can ground answers in.

Websites

Sitemap import or full site crawling, with sitemap sync jobs to stay current

Documents

PDFs, Word, Excel, and text files
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GitHub

Public or private repositories, with twice-daily reindexing
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Zendesk

Tickets and help center articles, with backfill jobs
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Confluence

Spaces and pages
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Jira

Issues and project data
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Salesforce

Knowledge articles and CRM content
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Google Drive

Docs, sheets, and files
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Slack

Channel conversations and threads
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YouTube

Video transcripts and tutorials

Custom Text

Direct text snippets for FAQs, playbooks, anything ad-hoc

Excel Q&A Jobs

Run a question column over an Excel file, export answers per row

Deployment Channels

Ship the same Guru everywhere your users already work. One source of truth, one trust layer, every channel.

Website Widget

Embed an “Ask AI” button on any website, docs, or product
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Slack Bot

Answer questions in Slack channels and DMs
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Discord Bot

Community support bot for Discord servers
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Microsoft Teams Bot

Answer questions in Microsoft Teams chats and channels
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Zendesk Bot

AI copilot inside the agent workspace with ticket drafting and KB editing
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Jira Bot

AI-powered ticket responses directly in Jira issues
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GitHub Bot

Automated responses on GitHub issues

MCP Server

Expose your Guru to Claude Desktop, Claude Code, Cursor, VS Code, and any MCP client

REST API

Build custom integrations with our REST API

Actions

When ingestion is not enough, your Guru can pull live data and take real steps mid-conversation.

REST Actions

Call any REST endpoint with parameters Gurubase extracts from the question or end-user memory
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Python Actions

Run sandboxed Python with encrypted secrets, RBAC-aware, with a hard timeout

MCP Client

Consume external MCP servers as tools the Guru can call mid-answer

Manual Triggers

Run actions on demand from the Actions table for backfills and one-offs

Where to Go Next

Create a Guru

Build your first AI agent

Data Sources

Deep dive on ingestion

Actions

Wire up live data and real action