Embed AI search across Notion, Confluence, and PDFs for agents and customer self-service widget.
This automation starts when intercom widget query or Slack `/kb` command. It notion sync, google docs sync, x (twitter) sync, slack process via slack, and openai sync, then intercom Fin or custom widget query returns top 3 articles with highlighted snippets; agent-side Slack `/kb` command searches same index and returns links with .
Read-only visualization of how data moves from trigger to final result.
Intercom widget query or Slack `/kb` command
Nightly sync of Notion help center, Confluence internal runbooks, and Google Drive PDFs into unified vector index.
Nightly sync of Notion help center, Confluence internal runbooks, and Google Drive PDFs into unified vector index.
Nightly sync of Notion help center, Confluence internal runbooks, and Google Drive PDFs into unified vector index.
Intercom Fin or custom widget query returns top 3 articles with highlighted snippets; agent-side Slack `/kb` command searches same index and returns links with
Nightly sync of Notion help center, Confluence internal runbooks, and Google Drive PDFs into unified vector index.
Intercom Fin or custom widget query returns top 3 articles with highlighted snippets; agent-side Slack `/kb` command searches same index and returns links with
Process via Intercom
Process via Slack
Sync
Sync
Sync
Sync
Remove repetitive steps from Knowledge Base Search so your team focuses on high-value work.
Connected apps sync data automatically instead of copy-paste between dashboards.
Standardized logic runs the same way every time, with retries on failure.
Events trigger immediate actions instead of waiting for someone to check a queue.
Automation runtime
Connect required apps via OAuth or API keys. Credentials are encrypted server-side. Dev test runs mock external actions when connections are missing.
Est. setup time: ~16 min
Manual trigger
Run workflows on demand via Test run or Live test. Activate to enable scheduled/webhook triggers on other templates.
No runs yet. Install the template and run a test, or activate to receive webhook/schedule runs.
Nightly sync of Notion help center, Confluence internal runbooks, and Google Drive PDFs into unified vector index. Intercom Fin or custom widget query returns top 3 articles with highlighted snippets; agent-side Slack `/kb` command searches same index and returns links with GPT one-line answer for faster copy-paste into tickets.
Some steps run in preview until their integrations go live.
Notion API, Confluence API, Google Drive PDF extractor, OpenAI embeddings.
Chunk articles 500 tokens; tag internal vs. public visibility.
Intercom Fin custom answers or embedded search on help subdomain.
`/kb how to reset password` returns public + internal if agent role.
Log searches with no result to Airtable gap queue for writers.
| Variable | Type | Default | Required |
|---|---|---|---|
| Business Name | text | Your Business | Yes |
| Notification Email | — | Yes | |
| Timezone | select | — | Yes |
| Slack Channel | text | #general | No |
Notion `last_edited` removes outdated chunks on nightly sync.
Role flag on chunk prevents customer widget retrieval.
Language metadata on chunks; search filters by user locale.
PDF parser extracts text; complex tables may need manual HTML articles.
Our team can adapt this template to your exact workflow, apps, and brand requirements.
249 total reviews
After two weeks live, Knowledge Base Search has become core to our daily ops. Verified install — runs without babysitting.
+ AI quality exceeded expectations · Saved our team 10+ hours weekly
Knowledge Base Search replaced a manual process that took 2 hours daily. ROI was clear within the first month.
+ Support team helped customize quickly · Setup was straightforward
We deployed this across three locations and saw immediate time savings. The Knowledge Base Search workflow handles edge cases we didn't expect it to.
+ Scales well as we grow · Integrations worked on first try
Nightly sync of Notion help center, Confluence internal runbooks, and Google Drive PDFs into unified vector index. Intercom Fin or custom widget query returns top 3 articles with highlighted snippets; agent-side Slack `/kb` command searches same index and returns links with GPT one-line answer for faster copy-paste into tickets.
Activate Knowledge Base Search with default variables and run a sandbox test.
Scenario: New user installs template and validates output in under 15 minutes.
Connect live apps, map business rules, enable monitoring alerts.
Scenario: Team deploys to workspace after QA sign-off on test runs.
Version 1.2.0 — Improved reliability and Slack notifications for Knowledge Base Search.
Current version: 1.2.0
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