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Voice AI HQ

370 members • Free

7 contributions to Voice AI HQ
Cache-Augmented Generation (CAG)
Hello everyone, i came across this augmented generation technique named CAG, i want to ask if anyone used it for AI voice agents instead of RAG? and if its better or not?
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Local host
Hello all, i want to locally host an end-to-end prototype of an Ai voice agent system (low scale). What should my tech stack be? preferably open source.
LLM for Voice AI
what are the metrics and benchmarks i should consider when choosing a llm for voice ai agent? for local development.
Chunking
Hello all, I have a question, what is the best method to chunk large, complex PDFs to feed them into a RAG? Note: i already extracted raw text in a mark down format using "dockling".
0 likes • Sep '25
@Hugo Podworski so i shouldn't care about chunking based on domain or something semantic?
NEW MEDSPA VIDEO!
A few days ago, I asked this community, "What video do you guys need?" And a lot of you said my process of how I build AI voice agents. So in my most recent video titled "How to Build an AI Receptionist for Med Spas," I show just that. I show you exactly the system and structure of my AI voice agents that I use in order to build more reliable, accurate, and production-ready voice agents. I hope you find it useful. If you have questions about the system, or if you have questions about the specific Med Spa nature of the receptionist, please let me know. Thanks!
0 likes • Sep '25
@Hugo Podworski yes, my llm should answer from that only. Im also applying contextual retrieval.
0 likes • Sep '25
@Hugo Podworski currently my RAG Dataset is in this json format: [ { "category": # category of the question. "questions": [ #multiple questioning methods that has the same answer. ], "answer": }, Does this count as Scenario RAG?
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Kareem Bb
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15points to level up
@kareem-bb-1809
Data science

Active 5h ago
Joined Aug 14, 2025