Technology

Privacy-First
Architecture.

Every component runs locally on your device. No cloud. No API keys. No subscriptions. Your family's most intimate conversations never leave your home.

How It Works Under the Hood

Six integrated services running on a single device, orchestrated by a FastAPI backend.

System architecture diagram showing local services: Frontend, Backend, Weaviate, Ollama, XTTS v2, and Facial Recognition

FastAPI Backend

Python 3.11

The central orchestrator. Handles chat flow, memory retrieval, intent routing, milestone delivery, parental alerts, and age-adaptive communication. Single-worker design for in-memory state consistency.

Vue 3 Frontend

Vite + TypeScript

The family-facing interface. Tron Legacy aesthetic with cyan/orange/red status indicators. Status rings show system health. VU meter for voice input. Touchscreen-optimized for device displays.

Weaviate

Vector Database v1.24

Stores all memories as high-dimensional vectors for hybrid BM25 + semantic search. 6-stage retrieval pipeline with temporal scoring, entity state tracking, and relevance ranking.

Ollama

Local LLM Inference

Runs LLaMA 3 for conversation, Qwen 2.5 for routing, Qwen 2 Math for tutoring, and Qwen 2.5 Coder for programming help. Model swapping happens automatically based on conversation context.

XTTS v2

Voice Synthesis

Zero-shot voice cloning from reference audio clips. Streams audio chunks for low-latency playback. FP16 half-precision for optimal VRAM usage. Preserves cadence, inflection, and emotional tone.

NVIDIA Riva ASR

Speech-to-Text

Parakeet model for real-time transcription. Voice Activity Detection with RNNoise filtering. Automatic microphone selection and sample rate resampling. Host-side capture for minimal latency.

GPU Memory Budget

How 24GB of VRAM is allocated across all running services.

GPU VRAM allocation diagram

Why Local?

Your family's conversations are too important for the cloud.

Cloud AI Still With You
Data storage Company servers Your device only
Conversations readable by Company employees You and your family
Works offline No Yes
Monthly cost $10-50/month $0 after purchase
Company shuts down Everything lost Nothing changes
Data sold to advertisers Possible Impossible
Processing location Remote data centers GPU in your home
Requires internet Always Never
Response latency Network dependent Sub-second
Voice data Uploaded to cloud Never leaves device

No API Keys

No OpenAI key. No Google key. No Anthropic key. Every model runs locally through Ollama. No rate limits, no usage quotas, no surprise bills. Talk as much as you want.

No Monthly Fees

One purchase. That is it. No subscription, no "premium" tier, no feature gating. The software is yours and every future update is included.

Survives Outages

Internet goes down? Still works. Power outage at the data center? Does not affect you. Your family's connection is available whenever they need it, regardless of external infrastructure.

Survives Companies

If Still With You as a company ceases to exist tomorrow, your device continues working exactly as it does today. Your data, your software, your device. No dependency on external servers or services.

Open Source Stack

Built on trusted, community-audited technologies. No vendor lock-in.

Ollama

LLM inference

XTTS v2

Voice synthesis

Weaviate

Vector database

FastAPI

API framework

Vue 3

Frontend

dlib

Facial recognition

Every underlying technology in the stack is open source. This means:

Auditable

Community can review every line of code for security and privacy.

No Lock-in

Switch components, upgrade models, or fork the project at any time.

Community-Driven

Improvements from thousands of developers make every component better.

Hardware Requirements

What you need to run Still With You on your own machine.

Component Required Recommended
GPU NVIDIA RTX 3090 (24GB VRAM) NVIDIA RTX 3090 (24GB VRAM)
RAM 32 GB 32 GB DDR5
Storage 512 GB SSD 512 GB NVMe SSD
CPU Intel i7 / AMD Ryzen 7 Intel Core Ultra 9 / AMD Ryzen 9
OS Ubuntu 22.04 LTS
Camera Any USB webcam IR-capable (e.g. Logitech BRIO)

Want the easiest path? The Blueprint tier on Kickstarter includes a verified hardware shopping list, a step-by-step video build guide, and a pre-built USB installer with everything pre-configured. Buy the parts, plug in the USB, done.

Privacy is not a feature.
It is the foundation.

Your family's conversations deserve to stay in your family. No exceptions. No fine print. No "we may use your data to improve our services."