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advanced-qa-and-rag-series

This repository contains advanced LLM-based chatbots for Q&A using LLM agents, and Retrieval Augmented Generation (RAG) and with different databases. (VectorDB, GraphDB, SQLite, CSV, XLSX, etc.)

container-apps-openai

This sample shows how to create two Azure Container Apps that use OpenAI, LangChain, ChromaDB, and Chainlit using Terraform.

daily-coding-problem-solutions

🎓🖥️ Solutions for 350+ Interview Questions asked at FANG and other top tech companies

dash-tutorial

Project trains a Random Forest Classifier on Heart Failure Dataset and builds Dash Application to explore factors impacting heart failure risk.

dash_observability_advisor

deep-ttf

Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras

dockerize-chromadb

This GitHub repository showcases an example of running the Chroma DB Server in a Docker container, accessible to another service. Link to chromadb documentation: https://docs.trychroma.com/

langchain-tutorials

A set of LangChain Tutorials from my youtube channel

llm-search

Querying local documents, powered by LLM

llm-zero-to-hundred

This repository contains different LLM chatbot projects (RAG, LLM agents, etc.) and well-known techniques for training and fine tuning LLMs.

maint_analytics

Implementation of IOT and maintenance analytic solutions.

openai-project

rag-tutorial

streamlit-agent

Reference implementations of several LangChain agents as Streamlit apps

tensor-house

A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain

tsmoothie

A python library for time-series smoothing and outlier detection in a vectorized way.

udlbook

Understanding Deep Learning - Simon J.D. Prince