RAG Delta Sync
Pricing
$20.00 / 1,000 completed delta reports
RAG Delta Sync
Compare crawler exports and prepare changed chunks with stable IDs for a RAG index. Keep unchanged text out of the embedding queue. Ready to refresh your knowledge base?
RAG Delta Sync
Pricing
$20.00 / 1,000 completed delta reports
Compare crawler exports and prepare changed chunks with stable IDs for a RAG index. Keep unchanged text out of the embedding queue. Ready to refresh your knowledge base?
You can access the RAG Delta Sync 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.
1from apify_client import ApifyClient2
3# Initialize the ApifyClient with your Apify API token4# Replace '<YOUR_API_TOKEN>' with your token.5client = ApifyClient("<YOUR_API_TOKEN>")6
7# Prepare the Actor input8run_input = { "currentPages": [{9 "url": "https://example.com/docs/returns",10 "title": "Example returns policy",11 "text": "The return period is 30 days.",12 }] }13
14# Run the Actor and wait for it to finish15run = client.actor("danielmichalek/rag-delta-sync").call(run_input=run_input)16
17# Fetch and print Actor results from the run's dataset (if there are any)18print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")19for item in client.dataset(run.default_dataset_id).iterate_items():20 print(item)21
22# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-startThe Apify API client for Python is the official library that allows you to use RAG Delta Sync API in Python, providing convenience functions and automatic retries on errors.
Install the apify-client
$pip install apify-clientOther API clients include: