← All use casesContext from CI/CD

Keep the AI context fresh straight from your pipelines.

Use the Context API to push docs and code from CI/CD, upsert by id, verify sync, and auto-vectorize for RAG — your project's memory never goes stale.

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How the flow works

1

Push from the pipeline

CI/CD uploads docs and code through the Context API.

2

Upsert by id

Existing context is updated in place; sync is verifiable.

3

Auto-vectorize

New context is vectorized for RAG automatically.

See the workflow in action

Demo video coming soon

Features at work

Context APICI/CD upsertsAuto-vectorization for RAG

A look inside TalkBase

A look inside TalkBase

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Context API FAQ

What is the Context API for?

It lets your CI/CD pipelines push docs and code into a project so the AI context never goes stale.

How are updates handled?

You upsert by id, so existing context is updated in place and the sync is verifiable.

Is pushed content searchable by the AI?

Yes — new context is auto-vectorized for RAG, so it's immediately searchable and quotable.

What teams say

Illustrative — replace with real testimonials
“

We stopped re-litigating decisions. The answer is always one question away, with the quote.

Alex M.Product lead
“

It turned our meetings from lost time into the most useful record we have.

Sofia R.Operations manager

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