mrxvt

https://open.spotify.com/episode/33SKkqfXPCjvieNwBPxSpJ 

mrxvt

# install DSPy: pip install dspy
import dspy


# This sets up the language model for DSPy in this case we are using GPT-3.5-turbo
turbo = dspy.OpenAI(model='gpt-3.5-turbo')

# This sets the language model for DSPy. This must be set or you get an error that is not helpful:
# --> temperature = lm.kwargs['temperature'] if temperature is None else temperature
# --> AttributeError: 'NoneType' object has no attribute 'kwargs'

mrxvt

# install DSPy: pip install dspy
import dspy

# This sets up the language model for DSPy in this case we are using mistral 7b through TGI (Text Generation Interface from HuggingFace)
mistral = dspy.HFClientTGI(model='mistralai/Mistral-7B-v0.1', port=8080, url='http://localhost')

# This sets the language model for DSPy.
dspy.settings.configure(lm=mistral)

# This is not required but it helps to understand what is happening

mrxvt

# install DSPy: pip install dspy
import dspy

# Ollam is now compatible with OpenAI APIs
# 
# To get this to work you must include `model_type='chat'` in the `dspy.OpenAI` call. 
# If you do not include this you will get an error. 
# 
# I have also found that `stop='\n\n'` is required to get the model to stop generating text after the ansewr is complete. 
# At least with mistral.

mrxvt

mrxvt

The experience of using Node.JS with TypeScript, ts-node, and ESM is horrible.

There are countless guides of how to integrate them, but none of them seem to work.

Here's what worked for me.

Just add the following files and run npm run dev. You'll be good to go!

package.json

mrxvt

#!/bin/bash

# Change the directory to the one containing PDF files
DIRECTORY=$HOME

cd $DIRECTORY

for filename in *.pdf; do
  # Extract the title from the PDF metadata
  title=$(pdfinfo "$filename" 2>/dev/null | awk '/^Title:/ { $1=""; print substr($0, 2) }')

mrxvt

Using Mongoose and AXIOS to upload APU data to MongoDB

Uploading data using Axios and Mongoose can be hard at first. But when you really understand what you are doing you will be glad you are not reaching out to the API each time someone loads your webpage.

Installing the Packages

1. Make sure you have nodejs and NPM installed, NPM comes with nodejs

npm install axios mongoose

mrxvt

In production, it is recommended to minify any JavaScript code that is included with your application. Minification can help your website load several times faster, especially as the size of your JavaScript source code grows.

Here's one way to set it up:

1. Install Node.js
2. Run npm init -y in your project folder (don't skip this step!)
3. Run npm install terser

Now, to minify a file called like_button.js, run in the terminal:

mrxvt

#MVVM For JavaScript Developers

MVVM (Model View ViewModel) is an architectural pattern based on MVC and MVP, which attempts to more clearly separate the development of user-interfaces (UI) from that of the business logic and behaviour in an application. To this end, many implementations of this pattern make use of declarative data bindings to allow a separation of work on Views from other layers.

This facilitates UI and development work occurring almost simultaneously within the same codebase. UI developers write bindings to the ViewModel within their document markup (HTML), where the Model and ViewModel are maintained by developers working on the logic for the application.

##History

MVVM was originally defined by Microsoft for use with Windows Presentation Foundation (WPF) and Silverlight, having been officially announced in 2005 by John Grossman in a blog p