Detect duplicate embedding spend
Sebastián S
RAG Dataset Linter
Find exact duplicate RAG chunks and excessive overlap, estimate wasted embedding tokens, and stop redundant vectors before indexing.
Input
Output fields
Sign up on Apify or log in
The RAG Dataset Linter Actor is ready to run with the inputs already set for "Detect duplicate embedding spend". Sign up or log in and you'll land in Apify Console with a copy of this exact task.
Start the "Detect duplicate embedding spend" task
The RAG Dataset Linter Actor will start running based on the input automatically. You can also change all the input fields, like minimum tokens, maximum tokens, and more, to match your specific use case.
Receive the "Detect duplicate embedding spend" 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 gate, action, source type, 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 "Detect duplicate embedding spend" task via API.
