Local AI Tools & Courses
Production-ready tools and comprehensive courses for running AI locally. Every product works offline with Ollama. One-time payment, instant download, no subscriptions.
Developer Tools
Ready-to-use code, scripts, and templates. Works with any Ollama model.
Ollama Docker Templates
10 one-command Docker Compose stacks: Open WebUI, n8n, Flowise, RAG pipeline, Langfuse, Jupyter, VS Code Server, Dify, LibreChat, Multi-GPU.
- 10 production-ready Docker Compose stacks
- Ollama + Open WebUI (ChatGPT-like UI)
- Ollama + n8n (workflow automation)
- Ollama + ChromaDB (RAG pipeline)
- GPU-ready (uncomment one line for NVIDIA)
- Persistent volumes — data survives restarts
One-time payment. Instant download.
Ollama Prompt Pack
170+ production-ready prompt templates for coding, writing, analysis, RAG, creative, business + 15 expert Modelfiles with one-command installer.
- 170+ detailed prompt templates with examples
- 15 Modelfiles (python-expert, code-reviewer, etc.)
- One-command install: ./scripts/install-all.sh
- 7 categories: Coding, Writing, Analysis, RAG, Creative, Business, Personas
- Works with any Ollama model (Llama, Qwen, Mistral)
- 100% local — no API keys needed
One-time payment. Instant download.
Local AI Automation Scripts
25 ready-to-run Python scripts: summarize documents, review code, extract entities, draft emails, batch process folders. Works with any Ollama model.
- 25 self-contained Python scripts
- Summarize PDFs, DOCX, webpages, git logs
- Code review, test generation, docstrings
- Entity extraction, invoice parsing, contract analysis
- Email drafting, tone rewriting, proofreading
- Batch summarize entire folders
One-time payment. Instant download.
AI Agent Starter Kit
3 production-ready AI agents with tool calling: Research Agent (web search + reports), Code Review Agent, Data Analysis Agent with charts.
- 3 agents: Research, Code Review, Data Analysis
- ReAct pattern with Ollama tool calling
- 5 pluggable tools (web search, file reader, code analyzer, data tools)
- Add your own tools in minutes
- Works with Llama 3.1+, Qwen 2.5+
- DuckDuckGo search, pandas charts, matplotlib
One-time payment. Instant download.
Fine-Tuning Starter Kit
LoRA fine-tune any model on your data. Unsloth (4x faster), 3 sample datasets, GGUF conversion, Ollama import. Full pipeline in one afternoon.
- Complete pipeline: prepare → train → convert → run
- Unsloth integration (4x faster than standard)
- 3 sample datasets (support, code review, Q&A)
- Pre-built configs for Llama 3.1, Qwen 2.5, Mistral
- GGUF conversion + Ollama Modelfile generation
- 4 guides: Getting Started, Data Prep, Hyperparameters, Troubleshooting
One-time payment. Instant download.
RAG Starter Kit
Chat with your documents locally. Upload PDFs/DOCX/TXT → ask questions → get cited answers. Python + Ollama + ChromaDB + FastAPI + Streamlit.
- Complete working project with Streamlit chat UI
- FastAPI REST API with OpenAPI docs
- Smart chunking with overlap for context preservation
- Source citations on every answer
- Multi-collection document organization
- Docker Compose for one-command setup
One-time payment. Instant download.
AI Courses
From beginner to expert. Structured learning with practice problems, projects, and certification.
AI Fundamentals Starter Kit
17 PDFs: 9 core guide chapters (Transformers, Neural Networks, Tokenization), 4 cheat sheets, practice problems, and career roadmap.
- 9 core guide chapters (AI fundamentals)
- 4 quick-reference cheat sheets
- 12 practice problems with solutions
- AI Career Roadmap + Interview Questions
- 34-week study schedule
- Perfect for complete beginners
One-time payment. Instant download.
AI Starter Bundle
Complete "What is AI" course — 52 chapters, 88 PDFs. Foundations through ethics, quizzes, lab exercises, study guides, and interview prep.
- 52 comprehensive chapters (88 PDFs)
- 10 quiz assessments with answer keys
- 3 hands-on lab exercises
- 5 study guides by topic
- Making Money With AI guide
- 34-week structured study schedule
One-time payment. Instant download.
AI Professional Bundle
10 complete courses, 430 PDFs. NLP, Computer Vision, RAG, Agentic AI, Multimodal AI, MLOps, Test-Time Compute, Reinforcement Learning.
- 10 courses, 160+ chapters (430 PDFs)
- NLP, Computer Vision, RAG, Agentic AI
- MLOps, Multimodal AI, Reinforcement Learning
- 74 practice problems with solutions
- Cheat sheets, flashcards, quizzes
- Structured study schedule
One-time payment. Instant download.
AI Complete Bundle
Everything in Professional + 10 capstone projects + 3 certification assessments + career guide. 446 PDFs total.
- All 10 courses (446 PDFs)
- 10 portfolio-ready capstone projects
- 3 certification assessments (Foundation → Professional)
- 6-level certification system with career guide
- 74 practice problems + all study materials
- Everything you need to land AI roles
One-time payment. Instant download.
Digital Marketing Operating System
115 chapters, 10 playbooks, 60+ AI prompts, 15 templates, 8 portfolio projects, 5 career tracks. Complete system from zero to job-ready. Launch sale: 70% off for first 1,000 students.
- 115 chapters across 12 modules (420K+ words)
- 22 execution assets: templates, swipe files, checklists
- 10 platform playbooks with day-by-day action plans
- 8 portfolio-worthy deliverables + capstone project
- 5 career tracks: job seeker, freelancer, business owner, creator, agency
- 60 copy-paste AI prompts for every marketing task
One-time payment. Instant download.
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Written by Pattanaik Ramswarup
AI Engineer & Dataset Architect | Creator of the 77,000 Training Dataset
I've personally trained over 50 AI models from scratch and spent 2,000+ hours optimizing local AI deployments. My 77K dataset project revolutionized how businesses approach AI training. Every guide on this site is based on real hands-on experience, not theory. I test everything on my own hardware before writing about it.