Use case · Documentation helper

Docs that answer questions.

Add an AI assistant to your developer docs that answers code-level questions, generates examples, and points to the right reference.

UserSample for sending a webhook in Python?
API Docs
Code helper
Online
Code example
Python · requests
—verified
The problem

Why it isn't working right now.

—
docs are big and discovery is bad

Big docs sites lose users on search. Even great docs aren't discoverable without help.

—
developers want fast answers

Reading 8 pages to find one snippet kills momentum.

—
support load on devs

Devs ping support for things already documented — because they can't find them.

How it works

Four steps. No engineering.

1 day
01

Index your docs

Markdown, MDX, OpenAPI, code samples — indexed with structure preserved.

1 day
02

Train on idioms

Match your language conventions — auth style, error handling, naming.

Live
03

Embed in your docs

Floating widget or full-page chat on your docs site.

Weekly
04

Track usage + gaps

Top queries, deflection, content gaps — visible.

Example

A code question, answered with a working snippet

Developer asks for an example. Assistant returns a working snippet in their language of choice.

Live conversation

A code question, answered with a working snippet

Developer asks for an example. Assistant returns a working snippet in their language of choice.

Avg response 1.3s
Sample for sending a webhook in Python?
Here's a minimal Python example using `requests`:
```python import requests, hmac, hashlib, json payload = json.dumps({'event':'order.created','id':123}) sig = hmac.new(b'YOUR_SECRET', payload.encode(), hashlib.sha256).hexdigest() requests.post('https://api.example.com/webhook', data=payload, headers={'X-Sig': sig, 'Content-Type':'application/json'}) ```
Where do I find my secret?
Dashboard → Settings → Webhooks → Signing secret. Rotate any time; old secret valid 1h.
Results
Search success
+74%
code-aware retrieval
Time-to-first-call
−61%
ramp-up speed
Dev support tickets
−54%
self-serve answers
Doc opens
+2.7×
right page surfaced
What's inside

Built to do the work.

Code-aware retrieval

Understands code blocks, function signatures and language semantics.

Citations to source

Every answer links the doc — devs can verify and dig deeper.

Polyglot examples

Same example in Python, JS, Go, Ruby — auto-generated.

Versioned answers

Answers respect API versions — old SDK questions get old SDK answers.

Slack + Discord

Drop a bot into your community to answer there too.

Gap analytics

Top unanswered questions become the docs roadmap.

Common questions

  • Yes — grounded in your docs and API spec, validated against schemas where possible.

Ready when you are

Docs that actually help.

14 days · No credit card · Live in 10 minutes

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