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Civic AI2026

Democratie

Civic AI assistant for the 2026 Paris elections.

Democratie — case study by Ikki

Context

Voters struggle to objectively compare candidates' platforms in municipal elections — and most LLM-based assistants leak political bias.

Solution

Nuxt 4 + Nitro full-stack app comparing 9 mayoral candidates across 184 official proposals in 10 policy categories. Personalized affinity quiz (rule-based, deterministic). AI chat grounded by injecting the relevant proposals straight into the system prompt — RAG by structured DB injection, not embeddings — with a hard neutrality constraint and a Kimi k2p5 backend (Anthropic-compatible API) chosen specifically to step outside the dominant-LLM training-data bias.

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SHIP-0247·CODEMACHIA·v1.4.22026-06-18 14:22 UTC