Archives: 2023 | DataScienceTribe

2023

03

22

how to use OpenAI to generate text completions and chat-style responses with GPT-3,chatGPT or GPT-4 through API

OpenAI is a research organization that aims to build safe and beneficial artificial intelligence systems. One of their m

2023-03-22 data engineering

21

How to control work flow in Streamlit with session state

Streamlit is super easy to use to build some demo quickly. Streamlit is an open-source Python library that allows develo

2023-03-21 data engineering

streamlit

20

An Early Look at the Labor Market Impact Potential of Large Language Model such as GPT by OpenAI

Recently, OpenAI, OpenResearch, and University of Pennsylvania published their studies about how the popular GPT and GPT

2023-03-20 data science

GPT openAI

18

Easy and neat way to retry function after error in Python

Have you ever written a Python script that needed to handle unreliable network connections or flaky APIs? If so, you mig

2023-03-18 data engineering

python retry

18

How to bulk index data with Elastic Search engine

Previously, we have discussed how to index and query data using elasticsearch in PythonHere However, indexing large amou

2023-03-18 data engineering

elasticsearch

18

vector search using Elastic Search, index and search example using python requests library

Vector search has becoming very useful in deep learning applications. To search dense vectors in Elasticsearch 8.6, you

2023-03-18 data engineering

elasticsearch

17

AI and the Future of Jobs, Questions and Answers on ChatGPT and Automation

What is ChatGPT and how does it work?Answer: ChatGPT is a virtual assistant or chatbot that uses natural language proce

2023-03-17 data science

chatGPT GPT4

16

$Scratch Your Head? Be Careful with \r or Carriage Return when Printing Strings$ Scratch Your Head? Be Careful with \r or Carriage Return when Printing Strings

Have you ever encountered a situation where you printed a string in Python and found that it didn’t appear as expected?

2023-03-16 data engineering

python carriage return

16

Decoding JSON String When There are Single Quotes

JSON (JavaScript Object Notation) is a popular format used for transmitting data between applications. It’s a lightweigh

2023-03-16 data engineering

python json string decoding

15

Expanding Array Columns in Pandas DataFrames and wrap up in scikit-learn transformer

Sometimes, you may find yourself working with a Pandas DataFrame that contains a column of arrays with the same length.

2023-03-15 data engineering

pandas scikit-learn

14

Longer and more, the one minute takeaways of GPT4 model

Most impressive thing:The token limits goes from 4K up to 32K tokens (or roughly 50 pages of texts).Now we can use GPT4

2023-03-14 data science

gp4

13

Adding progress bars and parallelize tasks in Python

use tqdm and pqdm in Python to add progress bars to your code and parallelize tasks. Projects in Python often involve lo

2023-03-13 data engineering

tqdm pqdm progress bars