intermediate

Building an AI Cooking Helper with Flask & Codex

Software Engineering

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Build an AI-powered cooking assistant with Flask, guided by Codex as the coding assistant throughout. Use Codex to help design the backend, SQLAlchemy models, REST APIs, recipe generation, HTML extraction, TTS, reviews, and automation.

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Verified skills you'll gain

INTERMEDIATE

API Integration, Design, & Development

INTERMEDIATE

Data Management and Database Querying

INTERMEDIATE

Programming, Algorithms, and Data Structures

Tools you'll use

Codex

Flask

Python

Use Codex as your coding partner to scaffold a modular Flask backend for an AI cooking assistant. Build the app factory, Blueprints, SQLAlchemy models, SQLite setup, and CLI scripts while learning to review and refine assistant-generated code.

Course 2

Building the Recipe API with Codex: Retrieval, Search, and Filter

4 lessons

13 practices

Use Codex to build RESTful recipe APIs for retrieval, pagination, ingredient filtering, random picks, and popularity rankings. Learn to prompt, review, and refine assistant-generated Flask routes, serialization, error handling, and database cleanup scripts.

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Course 3

Recipe Generation & Extraction with AI & Codex

5 lessons

16 practices

Use Codex to integrate OpenAI-powered recipe generation and extraction into your Flask app. Build prompt templates, reusable LLM utilities, API endpoints, and HTML parsing scripts while learning to guide, test, and improve coding-assistant output.

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Course 4

Final Additions to our Smart Cooking API using Codex

3 lessons

11 practices

Use Codex to complete the smart cooking API with TTS playback, reviews, ingredient listing, and CSV export. Practice prompting, debugging, and refining assistant-generated code as you polish the backend into an interactive, user-ready cooking assistant.

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From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

Building an AI Cooking Helper with Flask & Codex

Trusted by learners working at top companies

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

Certificate of Achievement

Verified skills you'll gain

From our community

From our community

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