Ramnath Vaidyanathan's repositories
htmlwidgets
HTML Widgets for R
generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI ๐ https://microsoft.github.io/generative-ai-for-beginners/
tomasonjo-blogs
Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/
chainlit-cookbook
Chainlit's cookbook repo
hands-on-llms
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
LLM-FineTuning-Large-Language-Models
LLM (Large Language Model) FineTuning
cheshire-cat-core
Production ready AI assistant framework
data-engineering-zoomcamp
Code for Data Engineer Zoomcamp course
DataRepository
Some Preprocessed Data Used for Events
embedchain
The Open Source RAG framework
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.
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
llama_index
LlamaIndex (formerly GPT Index) is a data framework for your LLM applications
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
LLM-Ops-Cohort-1
Following emerging Large Language Model Operations (LLM Ops) best practices in the industry, youโll learn all about the key technologies that enable Generative AI practitioners like you to leverage tools like LangChain, LLamaIndex, and more, to build complex LLM applications.
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
mlops-zoomcamp
Free MLOps course from DataTalks.Club
nba-monte-carlo
Monte Carlo simulation of the NBA season, leveraging meltano, dbt, duckdb and evidence.dev
openai-cookbook
Examples and guides for using the OpenAI API
quivr
Your GenAI Second Brain ๐ง A personal productivity assistant (RAG) โก๏ธ๐ค Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, that you can share with users ! Local & Private alternative to OpenAI GPTs & ChatGPT powered by retrieval-augmented generation.
simpleaichat
Python package for easily interfacing with chat apps, with robust features and minimal code complexity.
vanna
Personalized AI SQL Agent
vectorsearch-applications
Vector Search applications repo for Uplimit course
Verba
Retrieval Augmented Generation (RAG) chatbot powered by Weaviate