Ahmad Dedad@projectdummy2025

Socrates Voice is a voice-first Cognitive Behavioral Therapy (CBT) companion that makes evidence-based mental health support accessible through natural, real-time conversation. ## The Problem Traditional CBT apps are text-heavy and break the therapeutic flow. People in emotional distress often struggle to articulate their thoughts by typing, and access to therapists is limited by cost, stigma, and availability. ## The Solution Socrates Voice guides users through the 3-step CBT model — Catch, Challenge, Replace — entirely by voice. The user simply speaks; the system listens, understands, and responds with empathy. ## How It Works 1. Catch — AssemblyAI's real-time voice agent transcribes speech with low latency and active turn detection. Gemini identifies Automatic Negative Thoughts (ANTs) from the transcript. 2. Challenge — The agent poses analytical Socratic questions, guiding the user to evaluate evidence and recognize cognitive distortions while preserving multi-turn session history for continuity. 3. Replace — The user is guided to formulate a balanced, constructive, and objective alternative perspective. ## Safety First — MIND-SAFE Protocol Every transcript is monitored in real time. Crisis keywords trigger an immediate session pause and present international helpline information (988 Lifeline, 911/112). A user in crisis is never left without guidance. ## Architecture Microservice-based design: Vite + TypeScript frontend, Fastify + Drizzle ORM gateway backed by PostgreSQL, and a FastAPI Python service handling CBT logic and Google Gemini integration. Multi-container orchestration via Docker Compose. ## Why AssemblyAI The voice agent provides the real-time turn-taking backbone that makes conversational therapy feel natural rather than scripted — essential for building therapeutic rapport.

SATRIA (AI-Powered Patient Triage and Queue Routing) is a digital transformation solution designed for Indonesian primary healthcare (Puskesmas and clinics). Utilizing a three-agent cooperative orchestration powered by the Band framework and AIML API (Claude-3.5-Sonnet & Gemini-2.5-Pro), SATRIA automates the intake and clinical evaluation pipeline: 1. Anamnesis Agent (@anamnesis): Guides patients in natural language (Indonesian/English) to collect demographic data (via NIK parsing) and clinical history. 2. Clinical Expert Agent (@clinical-expert): Leverages ChromaDB vector search (RAG) over official Kemenkes clinical guidelines (PNPK) to calculate patient triage priority (P1/P2/P3) and automatically book queues at the nearest facility. 3. Compliance Auditor Agent (@compliance-auditor): Conducts clinical safety checks (drug interactions, allergies) and compiles structured SOAP Electronic Medical Records (EMR) according to PMK No. 24/2022. The system connects an Astro/Tailwind frontend, a high-concurrency FastAPI gateway, and Redis caching. It reduces patient queue times, prevents clinical errors, and relieves administrative burdens from doctors.

🌎 Online Hackathon | 💻 Month-long challenge | Dates: Sep 1–30, 2026 | 🏆 $10,000 Prize Pool ($5k cash + $5k in AAI credits) A month-long online challenge run by lablab.ai together with AssemblyAI, the Voice AI infrastructure company for builders. Every participant builds on AssemblyAI. You can join at any point — registration stays open for the whole build window, so you can start on day one or pick the project up halfway through and still submit. 🌍 Fully online hackathon. Join and build from anywhere in the world.

To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. ADP members can access AI tutorials, experts, and community support. In addition, new members can claim a free month of DeepLearning.ai pro, $100 in AMD GPU cloud credits, and $50 in Fireworks AI API credits. All hackathon participants will receive on hackathon launch additional compute and API credits for their projects. Ready to build what's next on AMD? Sign up with AMD below to secure your spot.

📅 June 12–19, 2026 • June 12: Kick-off Stream • June 12–19: Online Build Phase • June 19: Project Submissions Ends 🌍 Fully online hackathon. Join and build from anywhere in the world. 🤝 Build practical enterprise workflows where AI agents communicate, coordinate, exchange context, and complete work together. 🧠 Powered by Band and Codeband, built for collaborative AI systems and agent orchestration. 🏆 Prize Pool: $10,000+ 🧑‍💻 Apply now to build the next generation of enterprise multi-agent systems.