# patchy631/ai-engineering-hub

> A collection of 90+ tutorial projects on LLMs, RAG and AI agents, ranging from simple OCR apps to production systems with MCP and multi-agent workflows.

- Magnitude: 7.8 out of 10 — Breakout
- Stars: 39,903 total · +190 stars measured 2026-11-01, 11:01–14:28 UTC, ≈ 416 by evening
- Star trust: star growth looks organic
- Category: Learning & lists · Language: Jupyter Notebook · License: MIT · Created: 2024-10-21 · Last push: 2026-11-01
- GitHub: https://github.com/patchy631/ai-engineering-hub · Homepage: https://join.dailydoseofds.com · Page: https://gitnova.dev/en/r/patchy631/ai-engineering-hub

## Useful for

- Walk through a simple RAG pipeline built with LlamaIndex and Ollama
- Build a local OCR app using Llama 3.2 vision and Streamlit
- Study agentic workflow implementations with CrewAI and AutoGen

## Why it’s here

- Star-counter measurements on 2026-11-01 (UTC), 11:01–14:28: 39713 → 39903 stars (+190). This is the change over that interval.
- Estimated end-of-day forecast: about +416 stars, using observed gains and the previous day.
- Over the last two days the pace is 57× that of the previous week and a half.
- Elevated gains were measured on the last 2 completed UTC days in a row. Continued growth is not guaranteed.
- GitHub Trending today: #15, +573 stars.
- About 146 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 6,458
- Issues and pull requests: 263
- Watchers: 475
- Average over the last week: 218 per day
- Usual pace: 14 per day
- Stars in the last hour (measured): 46

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-10-03 … 2026-11-01: 14, 15, 13, 16, 6, 15, 14, 11, 9, 12, 14, 17, 14, 11, 12, 9, 22, 23, 11, 5, 9, 11, 16, 12, 6, 8, 13, 71, 1000, 190

## Spotted in now

- GitHub Trending today: #15, +573 stars

## Similar by description

1. **aa1143/NamiGPT** — 1.4 · Cooling · Learning & lists · Python · +6 stars measured 2026-11-01, 00:08–14:35 UTC, ≈ 10 by evening
   A step-by-step GPT-2 tutorial in PyTorch: from tokenization to text generation, with a hand-written implementation without ready-made Transformer modules and loading of OpenAI's official weights.
   Full card: https://gitnova.dev/en/r/aa1143/NamiGPT.md
2. **Shubhamsaboo/awesome-llm-apps** — 3.0 · Steady · AI agents · Python · +45 stars measured 2026-11-01, 00:05–14:31 UTC, ≈ 77 by evening
   A collection of 100+ open-source AI agents, agent skills, and RAG apps in Python with ready templates and step-by-step tutorials. Aimed at developers who want to quickly run or adapt an agent for their tasks.
   Full card: https://gitnova.dev/en/r/Shubhamsaboo/awesome-llm-apps.md

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-11-01 14:39 UTC, updated every 30 minutes.