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Archive - 2024

2024

Gradio with Ollama

python

Simple Unstructured file processing We have a lot of pdf files that contain import information, however, the information are unstructured (text, table...

Databricks Wheel Job

python

Databricks Jobs <!-- more --> Recently I successfully deploy my python wheel to Databricks Cluster. Here are some tips if you plan to deploy pyspark. ...

Python Decorator

python

Python decorators :question_mark: Why we need decorator :bulb: It will extend your function behaviors during runtime. <!-- more --> For example, you...

ZIO

Scala

Scala Full Stack Recently I read a Blog(https://adrianfilip.com/2022/06/27/scala-3-zio-2-zhttp-laminar-proof-of-concept-impressions/) that introducin...

Reflex Learning

python

Reflex (pynecone) Reflex is a library to build full-stack web apps in pure Python. <!-- more --> - Repo(https://github.com/reflex-dev/reflex) - Video ...

How to execute python modules

python

<!-- more --> runpy module We can use internal runpy to execute different moduls in our project. This is used in my pyspark project. python title...

AutoGen HttpClient

LLM

HttpClient <!-- more --> python linenums="1" title="my_client.py" import httpx class MyHttpClient(httpx.Client): def __deepcopy__(self, dummy)...

Model Registry

ML

<!-- more --> Problem: How to introduce ml-based production/features to cross-functional teams. Question: - Where can we find the best version of th...