Dr Bolt - AI Health Consultation

Homepage of Dr. Bolt – Your AI-Powered Voice-Only Medical Assistant
Dr. Bolt logo

🚀 About the Project – Dr. Bolt

🧠 Inspiration

The inspiration for Dr. Bolt came from imagining a world where talking to an AI doctor feels as natural as speaking to a human — no keyboards, no complex forms. The rise of voice-first AI and medical LLMs made it possible to build something that listens, understands, and responds in real-time.

🛠️ How It Was Built

Designed with Bolt, a modern AI code generation platform.
Developed using React (TypeScript), Vite, and Tailwind CSS for responsive design.
Integrated Google Gemini API for deep conversational intelligence.
Used ElevenLabs API to convert AI responses into lifelike voice outputs.
Hosted on Netlify for fast global deployment.
Voice-first architecture: user talks, AI listens, thinks, and speaks back.

📚 What I Learned

Advanced handling of voice-only interfaces in frontend apps.
Importance of design clarity and user comfort in health-related UI/UX.
Secure and dynamic use of API keys with .env configuration.
Managing real-time state across long-form AI interactions using React hooks.

⚠️ Challenges Faced

The UI went through multiple complete redesigns to match a futuristic AI medical assistant.
Designing the Dr. Bolt brand identity — especially the logo and voice persona — required several days of focused creative iteration.
API issues: Gemini and ElevenLabs both presented CORS errors, unstable outputs, and integration complexity.
The biggest challenge was eliminating hardcoded mock data — ensuring that every message and result truly came from live AI conversation only.
Ensuring that Dr. Bolt keeps asking follow-up questions until fully satisfied before unlocking the Results section — this required building a memory-like system in conversationHistory[].

📊 Voice-Driven Result Generation

Once Dr. Bolt has enough information from the user, it transitions into the Results tab where it dynamically generates:

🗓️ 7-Day Personalized Health Plan
📋 Lifestyle Recommendations (Do’s & Don’ts)
💊 Simulated Medication Suggestions

All responses are real — directly generated via Gemini based on the entire conversation history, and never hardcoded or guessed.

💡 Final Thoughts

Dr. Bolt isn't just a demo — it's a glimpse into the future of medical consultation, where AI listens, thinks, and helps — all through voice. No forms. No typing. Just talk.