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Question: n8n / Gemini 2.5 Native Audio / Voice Agent
Does anyone have an idea how to integrate/use Native Audio from Gemini 2.5 with n8n to use it for an voice agent which also can perform tools?
💼 Case study - AI Agent for e-commerce
More and more businesses are turning to AI agents to handle data analysis, reporting, and competitive research—without hiring an entire team. Recently, a client wanted to test a hypothesis: Could an AI agent provide e-commerce business owners with real-time insights on their own and competitors’ marketplace performance? We built a fully automated solution in 15-20 hours, covering multiple data sources and communication channels. Here’s how it works: 🛠️ How We Built It 1️⃣ Multi-Platform Access – Users can start a conversation via Telegram or Email, and the system automatically recognizes them and continues the chat within a separate thread. 2️⃣ Automated Data Retrieval & Report Generation – • The AI agent pulls data from 5 integrated tools + a vector store to provide relevant insights. • When a user requests data, the system gathers it, formats it into a CSV file, and delivers it via Telegram or Gmail—fully automated. 3️⃣ Real-Time Error Handling – If an issue occurs, the system immediately notifies the tech support team and provides feedback to the user. 4️⃣ Admin Dashboard for Full Control – • Track token usage per conversation and analyze all messages and files. • Identify failed AI responses to improve system accuracy. • Manage knowledge base files via a dedicated admin page. 🗣️ Do you see value in AI agents that generate reports, process files, and deliver real-time insights? Drop a comment—I’d love to hear how this could fit into your business! 🚀
💼 Case study - AI Agent for e-commerce
0 likes • Apr '25
Hey - I am new here. Amazing work. Thank you for giving insides. Do you have a more detailed guide how to manage different communication channels; ie. it responses always to the conversation channel they startet with and interact with the same form (text, audio, speech) - see step 1. Thank you.
0 likes • Apr '25
@Mark Shcherbakov basically, that it handles customer interactions across both ElevenLabs and WhatsApp channels, also with proper channel and method matching for responses (ie in case of whatsapp: text with text, and voice memo with voice memo). However, when there is a new call (elevenlabs) or text/voice memo (whatsapp) it should check the vector data base (ie supabase), if it is an existing client or not and forward this information to the AI Agent. I thought the later one is done in this project (step 1). Therefore, I was wondering if you have a more detailed guide on this step. Feel free to send me a direct msg for any feedback. Thanks.
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Marcel V.
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@marcel-v-8412
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Active 39d ago
Joined Apr 2, 2025