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ai-bootcamp

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, LangGraph, Fine-tuning Llama 3 & AI Agents (CrewAI)

chromadb

🌈 Introducing ChromaDB: The Database for AI Embeddings! 🌐✨ Hey LinkedIn community! 👋 I'm thrilled to share with you a step-by-step tutorial on getting started with ChromaDB, the powerful database designed for building AI applications with embeddings. 🚀✨

chromadb-tutorial

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

get-things-done-with-prompt-engineering-and-langchain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

langchain_crash_course

A comprehensive crash course on LangChain, featuring tutorial notebooks and practical examples. The repository includes a notebook from the codebasics YouTube tutorial and a Streamlit app for generating restaurant names based on cuisine and menu items.

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

practical-guide-to-sentence-transformers

Practical Guide to Sentence Transformers