Ringg’s AI agents resolve up to 65% of customer calls with OpenAI
Using GPT-5. 6, Ringg powers multilingual agents across voice, chat, WhatsApp, and web for 90% less cost vs.
I currently use Qwen3. 8 27B NVFP4 with 1cat-vllm and the full 262144 token context window in FP8 and I have some VRAM to spare (4x16GB Tesla V100).
New model releases reshape what developers can build. As capabilities advance, existing applications can be upgraded and entirely new use cases become feasible — making it critical for engineers to evaluate these releases early.
Using GPT-5. 6, Ringg powers multilingual agents across voice, chat, WhatsApp, and web for 90% less cost vs.
Hi, this is the research project I'm working on. I must say, building a GUI harness is way more complicated than I thought.
If like me you enjoyed classics like Baldur's Gate 2, this is a small fun experiment. For anyone interested: https://www.