REAL-TIME VOICE RAG SYSTEM
Meet ARIA AI — Real-time Speech Recognition, Hybrid Vector Retrieval, Cross-Encoder Reranking, Evidence Verification, and Voice Output.
From spoken audio input to evidence verification, Groq LLM synthesis, and voice playback.
Yes! Full gourmet meals, snacks, drinks, and beach-house lodging accommodation are fully covered for all accepted builders at Hacker House Goa. You will have everything you need to stay fueled and comfortable!
How 247 builders earn their seat at Hacker House Goa 2026 — trials, criteria, and the journey to the beach.
Teams of 1 to 3 members. Solo participants are fully accepted, and teams of 2-3 are encouraged. If you don't have a team, you can find teammates during Day 1 networking.
Nada! 100% FREE. Participation is completely free. We provide lodging at a private beach resort, gourmet meals, snacks, WiFi, power outlets, and caffeine. You only cover travel to Goa!
Bring your laptop, charger, hardware needed for your project, ID, sunscreen, and creative energy. Workspace, lodging, meals, WiFi, and caffeine are completely provided for accepted builders.
All project code must be written during the 4-day event in Goa. Brainstorming and planning before the event is permitted, but no pre-built products can be submitted. Open-source APIs & libraries are encouraged!
Comparing ARIA VoiceRAG against traditional multi-step cloud AI architectures.
Optimized pipeline for instant speech-to-text, vector search, and high-speed Groq LLM inference.
Fixed Overlap, Semantic Sentence Splitter, Hierarchical Markdown, and QA Pattern strategies.
Input injection shield, out-of-domain refusal, and evidence confidence verification.