COMING SOON – process of building out this section
Curated toolkits, datasets, and cheat-sheets to power your own AI explorations—no fluff, just the building blocks you need.
⚙️ Tools & Libraries
Ready-to-install packages and platforms for every skill level:
- Hugging Face Transformers: Pretrained models and tokenizers at your fingertips.
- LangChain & LlamaIndex: Build chatbots, agents, and document–QA systems with minimal glue code.
- Streamlit & Gradio: Spin up interactive demos in minutes—no front-end expertise required.
- Colab & Kaggle Kernels: Free GPU notebooks to prototype and experiment instantly.
📊 Datasets & APIs
High-quality data sources and endpoints to train, test, and integrate:
- OpenAI API: Text, embeddings, classification, and image endpoints—your AI Swiss Army knife.
- Common Crawl & The Pile: Massive web-scrape corpora for language modeling.
- Open Images & COCO: Tagged image datasets for vision projects.
- UCI ML Repository: Classic tabular datasets for rapid prototyping and benchmarking.
🖋 Prompt Recipes & Templates
Plug-and-play prompts engineered for real-world tasks:
- Email Drafting: Templates for cold outreach, follow-ups, and thank-you notes.
- Code Generation: YAML prompts for debugging, refactoring, and test writing.
- Creative Writing: Story-starter frameworks, character arcs, and dialogue generators.
- Data Analysis: Prompt patterns for summarization, trend detection, and chart suggestions.
📚 Cheat-Sheets & Guides
Quick-reference PDFs and one-pagers to keep handy:
- Transformer Architecture: Layer breakdown, attention flow, and common hyperparameters.
- Prompt Engineering 101: Dos, don’ts, and tuning tricks.
- Evaluation Metrics: Precision, recall, F-score, BLEU, ROUGE, and more—explained in a glance.
- Ethics Checklist: Bias audit steps, privacy considerations, and transparency guidelines.
🔗 External Platforms & Plugins
No-code and low-code hubs to accelerate your projects:
- RunwayML: Drag-and-drop models for video, image, and audio generation.
- Zapier & Make.com: Automate workflows between AI tools and everyday apps.
- Notion AI & Craft Docs: Embed AI-powered summaries and to-dos directly into your workspace.
- ChatGPT Plugins: Curated list of useful plugins for web browsing, data lookup, and automation.
🚀 How to Use This Page
- Browse by category above to find exactly what you need.
- Star or bookmark your favorites—keep essential tools at your fingertips.
- Copy & paste prompt recipes into your editor or notebook.
- Fork & explore linked GitHub repos to customize code samples.
- Suggest additions in Community if you spot a must-have resource.
“These are the instruments in your AI toolkit—pick what you need and start building.”
Anxious About AI 