✨ A curated collection of Retrieval-Augmented Generation, NLP, and GenAI workshops powered by LangChain, Qdrant, open-source tooling, and hands-on demos. ✨
A curated collection of hands-on sessions I’ve delivered on NLP, LLMs, Retrieval-Augmented Generation, Qdrant, and applied GenAI.
| # | Folder | Session Title | Event / Focus |
|---|---|---|---|
| 01 | 01-Intro-to-NLP-and-LLMs | Introduction to NLP & LLM Fundamentals | GDG Carthage bootcamp – from text cleaning to embeddings and attention |
| 02 | 02-Intro-to-RAG | Introduction to Retrieval-Augmented Generation | GDG Carthage bootcamp – hallucination mitigation, RAG concepts, and end-to-end demos |
| 03 | intro-rag-and-techniques-epi-fss | Speaking on Your Behalf: Basic RAG | GDGoC EPI & FSS bootcamp – resume-grounded assistants and retrieval best practices |
| 04 | Into-to-NLP-GODS-4.0 | Intro to NLP (GODS 4.0) | GO Data Science hackathon – NLP techniques, preprocessing, and classification |
| 05 | nlp_meets_genai_llms_rag | NLP meets GenAI & LLMs | GDGoC SUP'COM & ISAMM GENAI bootcamp, blending classical NLP with modern LLM tooling |
| 06 | Intro-RAG-Data-Overflow | Data Overflow RAG Workshop | Data Overflow bootcamp, chatbot that speaks on your behalf using custom context |
| 07 | AI-odyssey-Dione-hackathon | Agentic RAG with Smolagents & Qdrant | AI Odyssey, building autonomous agents backed by Qdrant vector search |
| 08 | Vectors-in-Orbit-Event | Vectors in Orbit: Qdrant Ecosystem Bundle | Vectors in Orbit event, local-to-cloud Qdrant workshop plus scaling vector search talk |
| 09 | ASIA-leafwise-ML-Bootcamp | Leafwise ML Bootcamp: Agentic Retrieval Systems | ASIA ESSAI Leafwise bootcamp, evolving core RAG into agentic Qdrant-driven workflows |
| 10 | GODS-Semantic-anomaly-detection-with-vector-search | Semantic Anomaly Detection with Vector Search | GO Data Science series, HDFS log monitoring with Qdrant embeddings and distance/DBSCAN detection |
| 11 | NLP-Data-Overflow | Advanced NLP: From Bottlenecks to Transformers | Data Overflow bootcamp, deep dive into preprocessing, sequential limits, and transformer architectures |
Each folder includes notebooks (such as *.ipynb), slide decks, and supporting assets highlighted during the live sessions, with notes on where to find external slide links or companion code when it lives outside the notebook.
- Pick the folder that matches the session you’re interested in and open the README or notebooks inside.
- Launch notebooks in VS Code, Jupyter, or Colab. Most projects include environment instructions or a
requirements.txt. - Explore the
slides/subfolder for presentation decks andresources.md(when available) for curated links. - Mix and match assets across workshops to build your own curricula or demos.
Looking for the AINS 3.0 talk on Qdrant-powered RAG pipelines? Find the complete material here: Building Smarter RAG Pipelines with Qdrant.
Every workshop deck ends with recommended reading, but here are a few evergreen starters:
- Introduction to Generative AI (Google Cloud Skill Boost)
- Additional reading lists are linked per folder and will keep growing.
Questions, collaboration ideas, or feedback? Reach out anytime.
LinkedIn: Mohamed Arbi Nsibi
⭐️ If you find this repository helpful, please consider giving it a star!