Real AI — working code, zero fluff
Every repo is a minimal working implementation tied to something that just dropped in the AI news. See the news, clone the code.
Extract typed, validated JSON from any freeform text using Claude + Pydantic. Works on invoices, articles, and customer feedback — swap in your own schema in 10 lines.
Real-time Claude streaming with live Markdown rendering — no React, no framework, just 100 lines of FastAPI + vanilla JS. Shows exactly how streaming APIs work under the hood.
Route each query to the cheapest model that can handle it — Haiku for simple, Sonnet for medium, GPT-4o for complex. Benchmarks show 60–80% cost savings with no quality loss.
Drop documents in a folder, ask questions in plain English, get answers with cited sources and a 0–1 confidence score. Uses local embeddings — only API cost is the final answer.
A research agent that searches Wikipedia, reads web pages, and computes math autonomously. Watch every tool call as it happens; retry logic handles network errors gracefully.
Generate realistic CSV and JSON seed datasets on demand — support tickets, product reviews, user personas. Zero PII, under $0.02 per run.
Batch-process any folder of images — descriptive captions, social copy, SEO alt text, or structured metadata JSON. Claude Haiku vision, no GPU needed.
Run structured test cases — factual, reasoning, safety, coding — across multiple Claude models and compare pass rates, latency, and safety refusals.
Fetch AI news from 5 RSS feeds, classify each article with Claude Haiku, and render a daily digest — in 150 lines of Python. Exactly how TuningFolks.com populates its news feed.
A Model Context Protocol server giving Claude real-time weather, exchange rates, and AI news. Connect to Claude Desktop in 5 minutes — no API keys needed.