Working with Replicate in Pixeltable

What it uses

Install

terminal

$pip install pixeltable replicate

Environment variables it names

REPLICATE_API_TOKEN

Pixeltable calls

replicate.run()pxt.create_table()add_computed_column()join()insert()

A look at the code

from pixeltable.functions.replicate import run

# Create a table in Pixeltable and pick a model hosted on Replicate with some parameters

t = pxt.create_table('replicate_demo/chat', {'prompt': pxt.String})

input = {
    'system_prompt': 'You are a helpful assistant.',
    'prompt': t.prompt,
    # These parameters are optional and can be used to tune model behavior:
    'max_tokens': 300,
    'top_p': 0.9,
    'temperature': 0.8,
}
t.add_computed_column(
    output=run(input, ref='meta/meta-llama-3-8b-instruct')
)

One cell of the notebook, copied as it is. Open it in Colab for the rest.

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