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RAGEasy· Data Freshness· Ingestion· Indexing

Your support-bot index was built once at launch. Six mo...

Treating indexing as a one-time batch job is a common architectural failure. The solution is to build a continuous ingestion pipeline that allows for streaming updates to the index. This ensures the retrieval system always has access to the most current documentation without requiring model retraining.

Code playground (Python)