
local-llm
A comprehensive guide for building and configuring a high-end local machine to run state-of-the-art LLMs, with detailed hardware choices, BIOS tuning, and Docker-based model serving.
PROTOCOL36 is a bilingual public accountability, rehabilitation, justice, and historical archive platform for Bangladesh's July 2024 mass uprising, with citizen evidence submission, admin review, and public transparency features.
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2026-07-30
It combines forensic evidence handling, AI image screening, and IPFS/blockchain elements with role-based portals and public access, and documents the full system design for reproducible deployment.
PROTOCOL36 is a bilingual public accountability, rehabilitation, justice, and historical archive platform for Bangladesh's July 2024 mass uprising.
The complete as-built architecture, workflows, database/RLS design, forensics, blockchain model, setup, deployment, security, operations, and roadmap are documented in docs/SYSTEM_DESIGN.md.
Next.js 16, React 19, TypeScript, Tailwind CSS 4, next-intl, Supabase Auth/Postgres/RLS, client-side ELA/OCR/dHash forensics, a FastAPI/Transformers AI-image screening service, IPFS adapters, Solidity, Ethers, Polygon Amoy, Recharts, and Leaflet.
.env.example to .env.local and add the Supabase keys.ADMIN_INITIAL_PASSWORD in the current shell and create or promote an
admin with npm run seed:admin -- administrator@example.com. Remove the
temporary environment variable after the command.python -m pip install -r services/ai_checker/requirements.txt.npm run ai:dev.npm run dev.http://localhost:3000.Password authentication is the operational default for citizens and administrators. Citizen registration is handled by a same-origin, rate-limited server endpoint; it creates only citizen accounts. Administrators must be explicitly created or promoted with:
npm run seed:admin -- administrator@example.com
Email-link infrastructure can be restored later without changing protected routes. The callback still supports PKCE authorization codes and SSR-safe token hashes, and the local Supabase template remains at [supabase/templates/protocol-magic-link.html](supabase/templates/pro
Explore the live platform: protocol36.vercel.app
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