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migrate backend to google cloud run & AI to Gemini
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**.env | ||
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# Logs | ||
logs | ||
*.log | ||
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# Include any files or directories that you don't want to be copied to your | ||
# container here (e.g., local build artifacts, temporary files, etc.). | ||
# | ||
# For more help, visit the .dockerignore file reference guide at | ||
# https://docs.docker.com/go/build-context-dockerignore/ | ||
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**/.classpath | ||
**/.dockerignore | ||
**/.env | ||
**/.git | ||
**/.gitignore | ||
**/.project | ||
**/.settings | ||
**/.toolstarget | ||
**/.vs | ||
**/.vscode | ||
**/.next | ||
**/.cache | ||
**/*.*proj.user | ||
**/*.dbmdl | ||
**/*.jfm | ||
**/charts | ||
**/docker-compose* | ||
**/compose* | ||
**/Dockerfile* | ||
**/node_modules | ||
**/npm-debug.log | ||
**/obj | ||
**/secrets.dev.yaml | ||
**/values.dev.yaml | ||
**/build | ||
**/dist | ||
LICENSE | ||
README.md |
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FROM node:20.10.0 | ||
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WORKDIR /app | ||
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COPY package*.json ./ | ||
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RUN npm install | ||
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COPY . . | ||
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EXPOSE 8080 | ||
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CMD ["npm", "start"] |
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### Building and running your application | ||
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When you're ready, start your application by running: | ||
`docker compose up --build`. | ||
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Your application will be available at http://localhost:4000. | ||
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### Deploying your application to the cloud | ||
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First, build your image, e.g.: `docker build -t myapp .`. | ||
If your cloud uses a different CPU architecture than your development | ||
machine (e.g., you are on a Mac M1 and your cloud provider is amd64), | ||
you'll want to build the image for that platform, e.g.: | ||
`docker build --platform=linux/amd64 -t myapp .`. | ||
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Then, push it to your registry, e.g. `docker push myregistry.com/myapp`. | ||
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Consult Docker's [getting started](https://docs.docker.com/go/get-started-sharing/) | ||
docs for more detail on building and pushing. | ||
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### References | ||
* [Docker's Node.js guide](https://docs.docker.com/language/nodejs/) |
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# Comments are provided throughout this file to help you get started. | ||
# If you need more help, visit the Docker Compose reference guide at | ||
# https://docs.docker.com/go/compose-spec-reference/ | ||
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# Here the instructions define your application as a service called "server". | ||
# This service is built from the Dockerfile in the current directory. | ||
# You can add other services your application may depend on here, such as a | ||
# database or a cache. For examples, see the Awesome Compose repository: | ||
# https://github.com/docker/awesome-compose | ||
services: | ||
server: | ||
build: | ||
context: . | ||
environment: | ||
NODE_ENV: production | ||
ports: | ||
- 4000:4000 | ||
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# The commented out section below is an example of how to define a PostgreSQL | ||
# database that your application can use. `depends_on` tells Docker Compose to | ||
# start the database before your application. The `db-data` volume persists the | ||
# database data between container restarts. The `db-password` secret is used | ||
# to set the database password. You must create `db/password.txt` and add | ||
# a password of your choosing to it before running `docker-compose up`. | ||
# depends_on: | ||
# db: | ||
# condition: service_healthy | ||
# db: | ||
# image: postgres | ||
# restart: always | ||
# user: postgres | ||
# secrets: | ||
# - db-password | ||
# volumes: | ||
# - db-data:/var/lib/postgresql/data | ||
# environment: | ||
# - POSTGRES_DB=example | ||
# - POSTGRES_PASSWORD_FILE=/run/secrets/db-password | ||
# expose: | ||
# - 5432 | ||
# healthcheck: | ||
# test: [ "CMD", "pg_isready" ] | ||
# interval: 10s | ||
# timeout: 5s | ||
# retries: 5 | ||
# volumes: | ||
# db-data: | ||
# secrets: | ||
# db-password: | ||
# file: db/password.txt | ||
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const express = require("express"); | ||
const cors = require("cors"); | ||
const { GoogleGenerativeAI } = require("@google/generative-ai"); | ||
const genAI = new GoogleGenerativeAI(process.env.GEMINI_API_KEY); | ||
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// Import the rate-limiting middleware. | ||
const rateLimit = require('express-rate-limit') | ||
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const limiter = rateLimit({ | ||
windowMs: 15 * 60 * 1000, // 15 minutes | ||
limit: 100, // Limit each IP to 100 requests per `window` (here, per 15 minutes). | ||
standardHeaders: 'draft-7', // draft-6: `RateLimit-*` headers; draft-7: combined `RateLimit` header | ||
legacyHeaders: false, // Disable the `X-RateLimit-*` headers. | ||
// store: ... , // Redis, Memcached, etc. See below. | ||
}) | ||
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// | ||
const app = express(); | ||
app.use(limiter) | ||
app.use(cors()); | ||
app.use(express.json()); | ||
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app.get("/", (req, res) => { | ||
res.status(200).send("hello world!"); | ||
}); | ||
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app.post("/api/chat", async (req, res) => { | ||
if (!req.body || !req.body.message) { | ||
return res.status(400).json({ message: "No message provided" }); | ||
} | ||
const { message, history = [] } = req.body; | ||
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const model = genAI.getGenerativeModel({ model: "gemini-pro" }); | ||
console.log(JSON.stringify(history)); | ||
const chat = model.startChat({ | ||
history: history.map((msg) => ({ | ||
role: msg.role === "user" ? "user" : "model", | ||
parts: [{ text: msg.text || "" }], | ||
})), | ||
}); | ||
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// console.log(msg); | ||
const result = await chat.sendMessage(message); | ||
const response = await result.response; | ||
const text = response.text(); | ||
console.log(text); | ||
res.json({ message: text }); | ||
}); | ||
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// Handle 404 | ||
app.use(function (request, response) { | ||
response.status(404).json({ message: "Undefined API routes" }); | ||
}); | ||
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const listener = app.listen(process.env.PORT || 4000, function () { | ||
console.log("Your app is listening on port " + listener.address().port); | ||
}); |
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