25 Generative AI projects Ideas

#ai #chatgpt #javascript #programming

Here are 25 Generative AI projects you can practice, covering text, images, code, and more. They range from beginner to advanced levels.

Text-Based Generative AI Projects

AI-Powered Chatbot – Build a chatbot using LangChain, OpenAI API, and MongoDB vector for memory.
Test Case Generator – Create an AI tool that generates test cases from requirement documents.
AI Resume Builder – Generate resumes from user input using GPT-4 and structured templates.
AI-Based Email Writer – Auto-generate professional emails based on context.
Personalized AI News Summarizer – Fetch and summarize news articles using AI.
AI Customer Support Agent – Train a model on company FAQs to generate accurate responses.
Legal Document Analyzer – AI-powered legal contract summarization and key clause extraction.
AI Story Generator – Generate short stories based on prompts using GPT-4.
Code Explanation AI – AI that explains code snippets in simple terms.
SQL Query Generator – Convert natural language questions into SQL queries.

AI-Powered Meme Generator – Auto-generate memes using AI and image processing.
AI Avatar Generator – Create AI-generated profile avatars based on text prompts.
AI-Driven Image Restoration – Use AI to enhance or restore old/damaged images.
AI-Based Sketch-to-Real Image Converter – Turn sketches into realistic images using AI.
Style Transfer AI – Apply artistic styles to images using neural networks.

AI-Based Code Generator – Convert descriptions into working code snippets.
Automated Documentation Generator – Generate documentation from code comments.
AI Pair Programmer – Auto-suggest and complete code like GitHub Copilot.
AI Bug Fixer – Detect and suggest fixes for coding bugs.
AI Unit Test Generator – Generate unit tests automatically based on functions.

Text-to-Speech AI – Convert text to speech with different voice tones and accents.
Music Composition AI – Generate AI-composed music based on input style.
AI Podcast Generator – Generate automated podcast scripts and voiceovers.
AI Deepfake Video Generator – Swap faces in videos using AI.
AI Speech-to-Text Transcriber – Convert speech to text with high accuracy.