List: LLMs | Curated by Ruddy Simonpour | Medium

Ruddy Simonpour

Dec 3, 2023

13 stories

LLMs

In

Data Science at Microsoft

by

James Nguyen

Automating data analytics with ChatGPT

As an AI language model, ChatGPT is becoming well known for its ability to generate text-based responses to given prompts and contextual…

Jul 4, 2023

Automating data analytics with ChatGPT

Jul 4, 2023

Hoang Phan

LLM 101: Build your own book-reading bot or search engine with LLM (RAG)

Prerequisite: Brief machine learning and python understanding.

Nov 15, 2023

LLM 101: Build your own book-reading bot or search engine with LLM (RAG)

Nov 15, 2023

In

TDS Archive

by

Leonie Monigatti

Retrieval-Augmented Generation (RAG): From Theory to LangChain Implementation

From the theory of the original academic paper to its Python implementation with OpenAI, Weaviate, and LangChain

Nov 14, 2023

Retrieval augmented generation (RAG) workflow from user query through retrieval with a vector database to prompt stuffing and finally generating a response.

Nov 14, 2023

In

LlamaIndex Blog

by

Vishwas Gowda

How I built the Streamlit LLM Hackathon winning app — FinSight using LlamaIndex.

In this article, we’ll dive deep into the world of LLM app development and take a closer look at my journey of building the Streamlit LLM…

Oct 17, 2023

How I built the Streamlit LLM Hackathon winning app — FinSight using LlamaIndex.

Oct 17, 2023

In

Level Up Coding

by

Youssef Hosni

Building a PDF-Chat App using LangChain, OpenAI API & Streamlit

Chat with Your Pdf: Building PDF-Chat App Using LangChain, OpenAI API & Streamlit

Jul 4, 2023

Building a PDF-Chat App using LangChain, OpenAI API & Streamlit

Jul 4, 2023

Woyera

How to Chat with CSV Files Using Llama 2

Have a bunch of CSV files that require manual review?

Aug 16, 2023

How to Chat with CSV Files Using Llama 2

Aug 16, 2023

In

Level Up Coding

by

Wenqi Glantz

Optimizing Text Embeddings with HuggingFace’s text-embeddings-inference Server and LlamaIndex

Experimenting with the text-embeddings-inference server on both CPU and GPU

Oct 25, 2023

Optimizing Text Embeddings with HuggingFace’s text-embeddings-inference Server and LlamaIndex

Oct 25, 2023

In

TDS Archive

by

Shaw Talebi

A Practical Introduction to LLMs

3 levels of using LLMs in practice

Jul 13, 2023

A Practical Introduction to LLMs

Jul 13, 2023

In

TDS Archive

by

Shaw Talebi

Prompt Engineering — How to trick AI into solving your problems

7 prompting tricks, Langchain, and Python example code

Aug 25, 2023

Prompt Engineering — How to trick AI into solving your problems

Aug 25, 2023

In

Geek Culture

by

Youssef Hosni

Top Resoruces to Learn & Understand Large Language Models

Top Resoruces to Understand the Backbone Algorithm Behind ChatGPT & More

Apr 17, 2023

Top Resoruces to Learn & Understand Large Language Models

Apr 17, 2023

In

TDS Archive

by

Shaw Talebi

Fine-Tuning Large Language Models (LLMs)

A conceptual overview with example Python code

Sep 11, 2023

Fine-Tuning Large Language Models (LLMs)

Sep 11, 2023

In

TDS Archive

by

Shaw Talebi

How to Build an LLM from Scratch

Data Curation, Transformers, Training at Scale, and Model Evaluation

Sep 21, 2023

How to Build an LLM from Scratch

Sep 21, 2023

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Ruddy Simonpour
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Data Science enthusiast | Applied Data Science Student at University of San Diego
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