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Keep AI documentation answers current

Detect documentation changes and return only vector upserts and deletes to keep RAG answers current without re-embedding unchanged content.

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RAG Freshness - Incremental Vector Updates
RAG Freshness - Incremental Vector Updatesbrocoswork/omniapi-rag-freshness
OK
URL
Baseline
Changed
+5 fields
Text
Number
Boolean
List
Object

Input

Page to monitor(required)
url:https://example.com
Maximum characters per chunk:1800
Chunk overlap:120
Snapshot store name:rag-task-ai-docs

Output fields

OK
URL
Baseline
Changed
Upserts
Deletes
Embeddings avoided
Error
Processed

How it works

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The RAG Freshness - Incremental Vector Updates Actor is ready to run with the inputs already set for "Keep AI documentation answers current". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Keep AI documentation answers current" task

The RAG Freshness - Incremental Vector Updates Actor will start running based on the input automatically. You can also change all the input fields, like page to monitor, maximum characters per chunk, and more, to match your specific use case.

Receive the "Keep AI documentation answers current" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as OK, URL, baseline, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Keep AI documentation answers current" task via API.

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Integrate "Keep AI documentation answers current" into your workflow

Connect "Keep AI documentation answers current" with 100+ integrations, or run it via API or MCP.

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