feat: switch embeddings from Voyage AI to Google Gemini text-embedding-004
- embedText: call Gemini REST API (768-dim) instead of Voyage (1024-dim) - Migration: drop+recreate incidents.embedding as vector(768), update match_incidents function, swap VOYAGE_API_KEY → GOOGLE_AI_API_KEY in app_settings - Settings UI: relabel to "Google AI API Key (Embeddings)" - All call sites updated (incidents POST, similar GET) Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CPf5Rc8QPx6V8KLEEgfKEQ
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@@ -182,9 +182,9 @@ export async function POST(request: Request) {
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// Embed description asynchronously for future similarity search
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const supabaseForEmbed = supabase
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import('@/lib/settings').then(({ getApiKey }) =>
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getApiKey(supabaseForEmbed, 'VOYAGE_API_KEY').then(voyageKey =>
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getApiKey(supabaseForEmbed, 'GOOGLE_AI_API_KEY').then(googleAiKey =>
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import('@/lib/claude/embed').then(({ embedText }) =>
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embedText(input.description.trim(), voyageKey).then(embedding =>
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embedText(input.description.trim(), googleAiKey).then(embedding =>
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supabase.from('incidents').update({
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embedding: `[${embedding.join(',')}]` as unknown as string,
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}).eq('id', incident.id)
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