AI Project Library
Hands-on builds from beginner chatbots to production RAG systems and multi-agent pipelines.
AI Chatbot: Build One with Memory in Python (2026)
Stateless chatbots frustrate users. Build one with conversation memory, streaming, and a CLI or web interface — OpenAI chat completions, full code.
AI Code Explainer: Build a Dev Tool That Explains Any Code (2026)
Reading unfamiliar code takes hours. Build a tool that explains any snippet — parse input, structured OpenAI prompt.
AI Email Writer: Generate Emails That Match Any Tone (2026)
Writing emails takes too long. Build an AI writer with tone control — professional, casual, persuasive.
AI Quiz Generator: Turn Any Document into MCQs (2026)
Creating quizzes manually is tedious. Build an AI generator — upload PDF, extract concepts.
AI Resume Analyzer: Build One in Python with OpenAI (2026)
Manual resume screening takes hours. Build an AI analyzer that extracts skills, scores candidates, and generates feedback.
ChatGPT Clone: Build the Full Stack App from Scratch (2026)
Why use ChatGPT when you can build it? React frontend, FastAPI streaming backend, conversation history, OpenAI completions.
Document Summarizer: Handle Multi-Page PDFs in Python (2026)
Single-page summarizers choke on long PDFs. Build one with map-reduce chunking, abstractive summaries, and key point extraction — LangChain powered.
Sentiment Analyzer: Build One Without Labeled Data (2026)
No labeled data? No problem. Build a sentiment analyzer with zero-shot OpenAI prompting — classify tone, emotion, and intent from any text input.
AI Moderation: Block Harmful Content Before Users See (2026)
Harmful post goes live, platform trust breaks overnight. Build OpenAI Moderation API + human review dashboard — Python code.
AI Data Analyst: Ask CSVs Questions in Plain English (2026)
Non-technical stakeholders cannot write SQL. Build an AI analyst — upload CSV, ask natural language questions, get queries, summaries.
AI Meeting Summarizer: Never Miss an Action Item Again (2026)
Meetings without notes waste everyone's time. Build a summarizer — Whisper transcription, GPT-4 action item extraction, formatted summaries.
AI Research Assistant: Search, Summarize & Synthesize Fast (2026)
Research takes hours of reading. Build an assistant that searches the web, summarizes papers, and synthesizes findings.
AI Support Bot: RAG-Powered Answers from Your Own Docs (2026)
Support bots that make up answers destroy trust. Build one grounded in your docs — ChromaDB RAG, help center ingestion.
RAG Document Assistant: Chat PDFs with Source Citations (2026)
Answers without sources are not trustworthy. Build a PDF chat assistant — OpenAI embeddings, Chroma storage, and answers with page-level citations.
Voice AI Assistant: Build STT + LLM + TTS in Python (2026)
Text-only AI misses a key interaction mode. Build a voice assistant — Whisper STT, GPT-4 reasoning, ElevenLabs or pyttsx3 TTS. Full working code.
AI Code Review: Automate PR Reviews That Catch Real Bugs (2026)
Manual code reviews miss bugs and take hours. Build an LLM reviewer — diff parsing, structured feedback, security checks, and GitHub integration.
AI Knowledge Base: Chat with Your Own Notes via RAG (2026)
Notes scattered across files are useless. Turn them into a queryable AI — ingest markdown, embed with OpenAI.
AI Sales Agent: Automate Outreach That Gets Replies (2026)
Generic outreach gets ignored. Build an AI sales agent that qualifies leads, personalizes messages, and handles objections.
AI Security Analyzer: Find Code Vulnerabilities with LLMs (2026)
Security reviews catch bugs too late. Build a scanner that finds OWASP vulnerabilities, injection risks, and misconfigs.
AI Study Planner: Personalized Schedules That Adapt (2026)
Static study plans do not work. Build an AI planner — take a topic and timeline, generate week-by-week curriculum.
Multi-Agent Research: Parallel LLMs, Synthesized Reports (2026)
One agent researches too slow. Build a multi-agent system — spawn parallel researchers, aggregate findings.