kiln-ai 0.5.5

Kiln AI

kiln_ai

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Installation

pip install kiln_ai

About

This package is the Kiln AI core library. There is also a separate desktop application and server package. Learn more about Kiln AI at getkiln.ai

• Github: github.com/Kiln-AI/kiln
• Core Library Docs: https://kiln-ai.github.io/Kiln/kiln_core_docs/index.html

Quick Start

from kiln_ai.datamodel import Project

print("Reading Kiln project")
project = Project.load_from_file("path/to/project.kiln")
print("Project: ", project.name, " - ", project.description)

task = project.tasks()[0]
print("Task: ", task.name, " - ", task.description)
print("Total dataset size:", len(task.runs()))

# ... app specific code using the typed kiln datamodel

# Alternatively, load data into pandas or a similar tool:
import glob
import json
import pandas as pd
from pathlib import Path

dataitem_glob = str(task.path.parent) + "/runs/*/task_run.kiln"

dfs = []
for file in glob.glob(dataitem_glob):
    js = json.loads(Path(file).read_text())
    df = pd.json_normalize(js)
    dfs.append(df)
final_df = pd.concat(dfs, ignore_index=True)
print(final_df)