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.
Image-Based Generative AI Projects
- 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.
Code-Based Generative AI Projects
- 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.
Audio & Video-Based Generative AI Projects
- 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.
Top comments (1)
Great post!