RAG Content Delta & Stable Chunks
Pricing
from $1.00 / 1,000 chunk changes
Compare two content snapshots and produce stable chunk upserts and deletes for RAG indexing, with missing-document safety checks.
You can access the RAG Content Delta & Stable Chunks programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.
$echo '{< "previousDocuments": [< {< "url": "https://example.com/help",< "markdown": "# Help\\n\\nOld answer.\\n\\nUnchanged details."< }< ],< "currentDocuments": [< {< "url": "https://example.com/help",< "markdown": "# Help\\n\\nNew answer.\\n\\nUnchanged details."< }< ]<}' |<apify call emredurukan/rag-content-delta --silent --output-datasetThe Apify CLI is the official tool that allows you to use RAG Content Delta & Stable Chunks locally, providing convenience functions and automatic retries on errors.
Using installation script (macOS/Linux):
$curl -fsSL https://apify.com/install-cli.sh | bashUsing installation script (Windows):
$irm https://apify.com/install-cli.ps1 | iexUsing Homebrew:
$brew install apify-cliUsing npm:
$npm install -g apify-cliOther API clients include: