Uploading 4200 products as a CSV to the knowledge ...
# general-english
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Uploading 4200 products as a CSV to the knowledge base isn't the best approach here. Vector search isn't optimized for structured product lookups and a 20MB file will give you poor results. The better architecture is a custom tool that queries your Prestashop database or API directly. When a caller asks about a product, the assistant calls your search_products tool with the query, your server returns matching results, and the assistant speaks the answer. This way your data is always live and accurate without needing to re-upload anything. Here's the custom tools doc to get started: https://docs.vapi.ai/tools/custom-tools