Vincent Koc vincentkoc

description

argument-hint

Build high-impact documentation grounded in best practices

TYPE=<tutorial|how-to|reference|explanation>

Use this when drafting or overhauling docs. It works for net-new guides, branch-specific updates, or sweeping improvements. Pass TYPE if you already know the Diataxis bucket.

1. Define intent & success

Audience: skill level, prerequisites, and the “job to be done.”
Outcome: what readers can do immediately after (e.g., “deploy first webhook”).

This is a sample script to help with multi-modal examples with Comet Opik.

Two files:

opik_test_image_inference.py for running a wide range of image generation inference to test online evaluations with.
opik_images_dataset_sample.py loading a sample image dataset to test playground and experiments with.

Recipe Agent Demo with OpenAI Agents SDK + Comet Opik

A simple demo showcasing the integration of OpenAI Agents SDK with Comet Opik for observability. This demo features two agents:

RecipeSuggesterAgent: Suggests recipes based on provided ingredients
RecipeResearchAgent: Researches additional information about the suggested recipe

Setup

UQ Agentic Workflow Masterclass

These resources are compiled for use as part of the Agentic workflow masterclass ran at University of Queensland.

Buy Me a Coffee

This is unsing the "smaller" style of sheilds.io which most developers like to use.

Using inlined HTML

<a href="https://www.buymeacoffee.com/koconderi" target="_blank"><img src="https://img.shields.io/badge/-buy_me_a%C2%A0coffee-gray?logo=buy-me-a-coffee" alt="Buy Me A Coffee"></a>

You are a document to graph generation assistant. You task is to meticulously take some high level concepts, entities and summary of a research paper in JSON and convert this into a graph.

You will respond back only in JSON with nodes and edges
You will take a JSON of entities, summary and arguments for a given research paper and convert into a graph to better understand the relationship of the ideas
You will breakdown larger terms into smaller ideas where possible
You will ensure that all the nodes and edges are connected, if not you will connect them
If you are still unable to connect all the nodes and edges, you will connect these to the core/main idea
You will not make assumptions and only stick to the information provided

Please be critical and discerning in your evaluations.

Cleanup Redash Queries (Housekeeping)

Use the following clean-up scripts to help locate redundant queries, widgets, dashboards and alerts within Redash. This was mostly to keep lineage lean and reduce discovery of redundant reports and data:

locate_expired_assets.sql - Finds expired queries and other assets downstream from that query
locate_expired_dashboards.sql - Finds unused dashboards older than 1 year
locate_expired_alerts.sql - Finds unused alerts not executed older than 1 year
locate_expired_users.sql - Finds unused users not logged older than 90 days
locate_insecure_tokens.sql - Finds API tokens older than 90 days still in use
locate_orphaned_connections.sql - Finds orphaned data connections with no queries

	# Google API Key
	# Get your key from: https://ai.google.dev/
	GOOGLE_API_KEY=your_google_api_key_here

	# Opik Configuration (Optional - will prompt for configuration if not set)
	# Get your key from: https://www.comet.com/
	# OPIK_API_KEY=your_opik_api_key_here
	# OPIK_WORKSPACE=your_workspace_name

	# azure-pipeline.yaml
	trigger:
	paths:
	- 'flows/*/.json' # Properly escaped pattern for JSON files
	- 'flows/*/.flow' # In case you use .flow extension

	variables:
	FLOWISE_API_KEY: $(FLOWISE_API_KEY)
	AZURE_STORAGE_CONNECTION_STRING: $(AZURE_STORAGE_CONNECTION_STRING)
	CONTAINER_NAME: 'flowise-flows'

	/*

	GA4 Attribution Model

	This query is designed to replicate the old Universal Analytics attribution
	model in Google Analytics 4 (GA4). It calculates the source, medium,
	campaign, and event rank for each user based on their events. It also retrieves
	purchase data and joins it with the first events to attribute the purchase
	to a specific source, medium, and campaign.