PythonSearch

An Overview

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By Jean Machado and Aeneas Christodoulou

Motivation

• So many things that we’ve seen before but don't remember anymore
• Programming wisdom: Every 3 times you see the same thing, automate it
• Could we bring it down to 1? And really efficient (1 click away)?
• Exploring the automation limits
• Pet projects are a great way to explore MLOps and ML topics
• Looking for contributors & users & feedback

Information collection: Entries

Data: Strings / Urls

"python search readme home manual entry": {

"url": "https://github.com/jeanCarloMachado/PythonSearch"

},

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Entry = Key: str + Value: dict

Bash Code

"htop": { "cli_cmd": "htop"},

**{ f"get pods for {env}": {"cli_cmd": f"kubectl --context {env} get pods"} for env in ["production", "testing", "development"] },

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Python Code

"transform text into a list": {

"callable": transform_clipboard(prepend_text(" - ")),

},

Collection UI Demo

LLM Prompts

'write unit tests with ChatGPT': {

'cmd': "prompt_editor 'write unit tests for the following code:\n'"

},

Information retrieval

• Beyond retrieval => execution

• FZF based search

Demo (which?)

Interesting data parts

• A data lake architecture in place
• Models
• Next item predictor
• Entry type detector
• Entry content / Description generators

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Other features

• Shortcut support
• Mac & Linux support
• Web app

Roadmap

• Make onboarding really easy
• Entries transfer and collaboration
• Improve next item predictor

How to get involved

• Skillsets
• Designers
• Developers
• ML practitioners

• A great project to learn programming, ML & MLOPs
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Thank you for your attention!

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Core contributors: Aeneas Christodoulou, Jean Machado

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Check the project out!

Repo: https://github.com/jeanCarloMachado/PythonSearch

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Open source tools

• FZF
• Kitty
• PySimpleGUi

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Agenda

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