{"product_id":"rag-chatbot-voice","title":"Pinecone RAG Chatbot for Voice Assistant Integration","description":"\u003cp\u003eThis webhook-based workflow builds a retrieval-augmented chatbot backend designed specifically to plug into voice assistant interfaces. It queries a Pinecone knowledge base to ground its answers in your actual content, then formats responses in a way that's ready for text-to-speech playback rather than plain chat display. It's built for businesses building voice bots, IVR systems, or smart-speaker integrations that need accurate, document-grounded answers delivered through a webhook endpoint, letting you connect any front-end voice interface to a reliable AI knowledge backend without managing the retrieval logic yourself.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eCategory:\u003c\/strong\u003e RAG \u0026amp; Knowledge Base\u003c\/p\u003e","brand":"D-mim Automation","offers":[{"title":"Standart Lisans","offer_id":52045737132248,"sku":"020-000-00032","price":3.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/7426\/0952\/files\/rag-chatbot-voice.png?v=1785225472","url":"https:\/\/dynamic.dmimautomation.com\/products\/rag-chatbot-voice","provider":"dynamic.dmimautomation.com","version":"1.0","type":"link"}