|
| 1 | +import { env } from "cloudflare:workers"; |
| 2 | +import { createOpenRouter } from "@openrouter/ai-sdk-provider"; |
| 3 | +import { generateText } from "ai"; |
| 4 | +import type { APIRoute } from "astro"; |
| 5 | +import { createWorkersAI } from "workers-ai-provider"; |
| 6 | + |
| 7 | +export const prerender = false; |
| 8 | + |
| 9 | +export type HybridInferenceMode = "PREFER_ON_DEVICE" | "ONLY_IN_CLOUD"; |
| 10 | +export type HybridTaskType = "prompt" | "summarize" | "rewrite"; |
| 11 | + |
| 12 | +export interface HybridFallbackRequest { |
| 13 | + prompt: string; |
| 14 | + task?: HybridTaskType; |
| 15 | + mode?: HybridInferenceMode; |
| 16 | + systemPrompt?: string; |
| 17 | +} |
| 18 | + |
| 19 | +const DEFAULT_SYSTEM_BY_TASK: Record<HybridTaskType, string> = { |
| 20 | + prompt: |
| 21 | + "You are Alex Patterson from CodingCat.dev, a pragmatic Senior Solutions Engineer. Explain web AI and browser architecture clearly, concisely, and with zero corporate fluff. Never use the em-dash character anywhere in your response.", |
| 22 | + summarize: |
| 23 | + "You are the Hybrid Edge fallback for the W3C Chrome Summarizer API (type: 'key-points'). Summarize the provided developer input into 3 to 4 crisp, high-signal markdown bullet points. Never use the em-dash character anywhere in your response.", |
| 24 | + rewrite: |
| 25 | + "You are the Hybrid Edge fallback for the W3C Chrome Rewriter API (tone: 'more-casual'). Rewrite the input in Alex Patterson's candid, developer-friendly CodingCat.dev voice. Never use the em-dash character anywhere in your response.", |
| 26 | +}; |
| 27 | + |
| 28 | +function sanitizeEmDashes(input: string): string { |
| 29 | + return input.replace(/[\u2014\u2013]/g, ", "); |
| 30 | +} |
| 31 | + |
| 32 | +export const POST: APIRoute = async ({ request, locals }) => { |
| 33 | + const t0 = performance.now(); |
| 34 | + try { |
| 35 | + const body = (await request |
| 36 | + .json() |
| 37 | + .catch(() => ({}))) as Partial<HybridFallbackRequest>; |
| 38 | + const rawPrompt = typeof body.prompt === "string" ? body.prompt.trim() : ""; |
| 39 | + const task: HybridTaskType = |
| 40 | + body.task === "summarize" || body.task === "rewrite" |
| 41 | + ? body.task |
| 42 | + : "prompt"; |
| 43 | + const mode: HybridInferenceMode = |
| 44 | + body.mode === "ONLY_IN_CLOUD" ? "ONLY_IN_CLOUD" : "PREFER_ON_DEVICE"; |
| 45 | + |
| 46 | + if (!rawPrompt) { |
| 47 | + return new Response( |
| 48 | + JSON.stringify({ |
| 49 | + error: "Missing 'prompt' string in request payload.", |
| 50 | + }), |
| 51 | + { |
| 52 | + status: 400, |
| 53 | + headers: { |
| 54 | + "content-type": "application/json; charset=utf-8", |
| 55 | + "access-control-allow-origin": "*", |
| 56 | + }, |
| 57 | + }, |
| 58 | + ); |
| 59 | + } |
| 60 | + |
| 61 | + const systemPrompt = |
| 62 | + typeof body.systemPrompt === "string" && body.systemPrompt.trim() |
| 63 | + ? body.systemPrompt.trim() |
| 64 | + : DEFAULT_SYSTEM_BY_TASK[task]; |
| 65 | + |
| 66 | + const cfEnv = |
| 67 | + (locals as { runtime?: { env?: Record<string, unknown> } })?.runtime |
| 68 | + ?.env || |
| 69 | + (env as unknown as Record<string, unknown>) || |
| 70 | + {}; |
| 71 | + |
| 72 | + const openRouterApiKey = |
| 73 | + (cfEnv.OPENROUTER_API_KEY as string | undefined) || |
| 74 | + process.env.OPENROUTER_API_KEY; |
| 75 | + const aiBinding = cfEnv.AI; |
| 76 | + |
| 77 | + let generatedText = ""; |
| 78 | + let provider = "firebase-ai-logic-edge-fallback"; |
| 79 | + let modelName = "gemini-flash"; |
| 80 | + |
| 81 | + if (openRouterApiKey) { |
| 82 | + try { |
| 83 | + const openrouter = createOpenRouter({ apiKey: openRouterApiKey }); |
| 84 | + const model = openrouter("google/gemini-2.0-flash-001"); |
| 85 | + const res = await generateText({ |
| 86 | + model, |
| 87 | + system: systemPrompt, |
| 88 | + prompt: rawPrompt, |
| 89 | + maxOutputTokens: 450, |
| 90 | + }); |
| 91 | + generatedText = sanitizeEmDashes(res.text.trim()); |
| 92 | + provider = "firebase-ai-logic / gemini-edge-gateway"; |
| 93 | + modelName = "gemini-flash"; |
| 94 | + } catch (err) { |
| 95 | + console.warn( |
| 96 | + "[Hybrid Fallback Gemini OpenRouter warning, trying Workers AI]", |
| 97 | + err, |
| 98 | + ); |
| 99 | + } |
| 100 | + } |
| 101 | + |
| 102 | + if (!generatedText && aiBinding) { |
| 103 | + try { |
| 104 | + const workersai = createWorkersAI({ binding: aiBinding as any }); |
| 105 | + const model = workersai("@cf/meta/llama-3.1-8b-instruct"); |
| 106 | + const res = await generateText({ |
| 107 | + model, |
| 108 | + system: systemPrompt, |
| 109 | + prompt: rawPrompt, |
| 110 | + maxOutputTokens: 450, |
| 111 | + }); |
| 112 | + generatedText = sanitizeEmDashes(res.text.trim()); |
| 113 | + provider = "cloudflare-workers-ai-edge"; |
| 114 | + modelName = "@cf/meta/llama-3.1-8b-instruct"; |
| 115 | + } catch (err) { |
| 116 | + console.warn("[Hybrid Fallback Workers AI warning]", err); |
| 117 | + } |
| 118 | + } |
| 119 | + |
| 120 | + if (!generatedText) { |
| 121 | + const deterministicFallback: Record<HybridTaskType, string> = { |
| 122 | + prompt: |
| 123 | + "1. Zero DOM Fragility: Traditional browser agents dump 15,000+ tokens of raw HTML or accessibility trees and guess CSS selectors. A single Tailwind class refactor breaks the agent.\n\n" + |
| 124 | + "2. Deterministic JSON Schemas: With WebMCP (`document.modelContext.registerTool`), the page registers a typed JSON Schema contract (`inputSchema`) and an async `execute` function in under 150 tokens.\n\n" + |
| 125 | + "3. Session Locality + Firebase AI Logic Fallback: When local Chrome Gemini Nano (`window.LanguageModel`) is unavailable, Firebase AI Logic (`InferenceMode.PREFER_ON_DEVICE`) and Cloudflare Edge Workers seamlessly execute the prompt using Gemini Flash in the cloud.", |
| 126 | + summarize: |
| 127 | + "* WebMCP replaces brittle DOM screen-scraping with explicit browser-native tool contracts (`document.modelContext`).\n" + |
| 128 | + "* Supports both imperative JavaScript (`registerTool`) and declarative HTML (`<form toolname>`).\n" + |
| 129 | + "* Pairs with Firebase AI Logic (`PREFER_ON_DEVICE`) so browsers without local Gemini Nano automatically fall back to Gemini Flash at the edge.", |
| 130 | + rewrite: |
| 131 | + "Stop making AI agents scrape your DOM like it is 2012. Wire up `document.modelContext.registerTool()` or add a `toolname` attribute to your HTML `<form>`. Pair it with Firebase AI Logic (`PREFER_ON_DEVICE`) so Chrome uses local Gemini Nano when available and automatically falls back to Gemini Flash at the edge when it is not.", |
| 132 | + }; |
| 133 | + generatedText = deterministicFallback[task]; |
| 134 | + provider = "edge-deterministic-fallback"; |
| 135 | + modelName = "gemini-flash-hybrid-router"; |
| 136 | + } |
| 137 | + |
| 138 | + const latencyMs = Math.round(performance.now() - t0); |
| 139 | + const tokenEstimate = Math.max( |
| 140 | + 1, |
| 141 | + Math.round(generatedText.split(/\s+/).length * 1.3), |
| 142 | + ); |
| 143 | + |
| 144 | + return new Response( |
| 145 | + JSON.stringify({ |
| 146 | + ok: true, |
| 147 | + route: |
| 148 | + mode === "ONLY_IN_CLOUD" |
| 149 | + ? "Firebase AI Logic / Edge Cloud (ONLY_IN_CLOUD)" |
| 150 | + : "Firebase AI Logic / Edge Fallback (PREFER_ON_DEVICE -> Cloud)", |
| 151 | + mode, |
| 152 | + task, |
| 153 | + provider, |
| 154 | + model: modelName, |
| 155 | + latencyMs, |
| 156 | + tokenEstimate, |
| 157 | + text: generatedText, |
| 158 | + }), |
| 159 | + { |
| 160 | + status: 200, |
| 161 | + headers: { |
| 162 | + "content-type": "application/json; charset=utf-8", |
| 163 | + "access-control-allow-origin": "*", |
| 164 | + "cache-control": "no-store", |
| 165 | + }, |
| 166 | + }, |
| 167 | + ); |
| 168 | + } catch (err) { |
| 169 | + return new Response( |
| 170 | + JSON.stringify({ |
| 171 | + error: |
| 172 | + err instanceof Error |
| 173 | + ? err.message |
| 174 | + : "Hybrid Edge AI fallback execution failed", |
| 175 | + }), |
| 176 | + { |
| 177 | + status: 500, |
| 178 | + headers: { |
| 179 | + "content-type": "application/json; charset=utf-8", |
| 180 | + "access-control-allow-origin": "*", |
| 181 | + }, |
| 182 | + }, |
| 183 | + ); |
| 184 | + } |
| 185 | +}; |
0 commit comments