Artur Barseghyan barseghyanartur

PyData Amsterdam 2025 notes

Prompts

Use DSpy https://dspy.ai/ for automatic prompt optimisation.
Microsoft's attempt to fix the prompt management: https://github.com/microsoft/prompty. Supported by LangChain.

Zero-copy

Adding JIRA Ticket Numbers (for Observability) to the Changelog

Below are pragmatic, tooling-friendly approaches to ensure every changelog line carries a JIRA reference that links back to your tracker. All examples assume JIRA keys like OBS-123 (adjust the regex if your project key differs).

Minimal Manual Pattern (no tooling required)

Commit convention (Conventional Commits + JIRA at end):

Գառնուկ (մանկական տարբերակ)

Կապեմ վզիդ զընգ-զանգակ,
Դե զընգը, զընգը, զընգը, ջան, գառնուկ։
Օրը տաք է, արեգակ,
Դե զընգը, զընգը, զընգը, ջան, գառնուկ։

Ջուր կուգա վերին սարեն,

pip install pkginfo --upgrade                                                                                                                                                                                                                                │
pip install wheel --upgrade                                                                                                                                                                                                                                  │
pip install build --upgrade                                                                                                                                                                                                                                  │
pip install setuptools --upgrade

In some cases, only these lines will work

for product in IntelliJIdea WebStorm DataGrip PhpStorm CLion PyCharm GoLand RubyMine; do
    rm -rf ~/.config/$product*/eval 2> /dev/null
    rm -rf ~/.config/JetBrains/$product*/eval 2> /dev/null
done

But if not, try these

prefix	publisher	journals	dois
10.12679		0	0
10.7579	123Doc Education	0	0
10.3731	21st Century COE Program (Toplogical Science and Technology)	1	40
10.5775	A. I. Rosu Cultural Scientific Foundation Fundatia cultural-stiintifica A. I. Rosu	1	80
10.4037	AACN Publishing	2	766
10.1306	AAPG/Datapages	4	21817
10.3183	AB Svensk Papperstidning	1	1550
10.5769	ABEAT - Associacao Brasileira de Especialistas em Alta Tecnologia	1	57
10.7597	ACOPIOS - Revista Iberica de Mineralogia	1	9

Log4Brains images support

Directory structure

docs
├── adr
│   ├── 20240416-architecture-v2.md
│   ├── 20240916-llm-choice.md
│   ├── 20240916-rag-framework-choice.md

Make scrollbars always visible in Vivaldi browser using Stylus

Install Stylus Extension:
- Go to the Chrome Web Store and search for Stylus.

	import marimo

	app = marimo.App(width="full")


	@app.cell
	def _im():
	import logging
	import marimo as mo

	# /// script
	# requires-python = ">=3.12"
	# dependencies = [
	# "flair",
	# "IPython",
	# ]
	# ///


	from flair.splitter import SegtokSentenceSplitter