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1. mini-rag-app mini-rag-app Public

   This Is a Comprehensive Implementation of RAG (Retrieval Augmented Generation) From Absolute Scratch Using Python, FastAPI, Qdrant, (MongoDB - PostgreSQL, pgvector, SqlAlchemy), Groq, Gemini Embedd…

   Python

2. Complete-Generative_AI-Course Complete-Generative_AI-Course Public

   This Is a Full Generative AI Course Covering All Gen AI Concepts, Tools and Techniques ((( Data Preprocessing & Cleaning, Vector Databases, Langchain, Hugging Face, Try Open Source LLMs, Retrieval …

   Jupyter Notebook

3. Build-LLM-From-Scratch-PyTorch Build-LLM-From-Scratch-PyTorch Public

   This Is a Very Powerful Implementation For Building a LLM From Scratch Utilizing The Power Of PyTorch and Also Taking The Advantage of Transfomers Structure Specially GPT (Decoder-Only Transformer …

   Jupyter Notebook

4. LangGraph-MasterClass LangGraph-MasterClass Public

   This Is a Comprehensive Agentic AI MasterClass With LangGraph Mastering (Agentic Patterns, Building Agents & Tools from Scratch, Building a Chatbots, Graph Structure, Creating a LangGraph using in-…

   Jupyter Notebook

5. Agentic_AI_Workshop Agentic_AI_Workshop Public

   This Is A Comprehensive, Detailed and Organized Building and Creating For Multi[le AI Agents Using Different Popular and Strong Frameworks (e.g. LangGrapg, CrewAI, Agno(Phidata), ...) and Many Othe…

   Jupyter Notebook

6. Master-NLP-2 Master-NLP-2 Public

   A collection of Jupyter notebooks and datasets exploring core Natural Language Processing (NLP) topics in Python—feature extraction, embeddings, classification, clustering, sentiment analysis, NER,…

   Jupyter Notebook