This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

Harness LLMs with Multi-Agent Programming

Learn to build custom prompts and tools for LangChain agents

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

Using LangChain's SQL Database Chain and Agent with various LLMs to perform Natural Language Queries (NLQ) of an Amazon RDS for PostgreSQL database.

Build and publish AWS Lambda layers defined in YAML

This repository is intended for those looking to dive deep on advanced Text-to-SQL concepts.

Application template for service api using langchain and generative model services

High-performance retrieval engine for unstructured data

This GitHub repository showcases the implementation of a comprehensive end-to-end MLOps pipeline using Amazon SageMaker pipelines to deploy and manage 100x machine learning models. The pipeline cov…

Instruction Tuning with GPT-4

Go ahead and axolotl questions

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Resources for training, hosting and developing with large language models 🚀

A repository for my self-learning journey on LLMs. Collection of resources, notebooks, blogs, tutorials.

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2024 without ANY background in the field and stay up-to-date with the latest news and state-of-the-ar…

A set of LLM Tutorials from my youtube channel

Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)

😎 A curated list of awesome MLOps tools

This repo includes ChatGPT prompt curation to use ChatGPT better.

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

A complete guide to start and improve your LLM skills in 2024 with little background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

In this project, I explored how local LLMs can be used to label data and support analyses. Specifically, I used Llama2 model to automatically categorise my bank transaction data.

Various projects using Large Language Model (GPT & LLAMA) other open source model from HuggingFace and OpenAI. OpenAI API required for running various model

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Machine Learning Engineering Open Book