gaia-sdk

gaia sdk

#how to install pip install gaia-core

#how to use

# add .vendors_keys file including
# OPEN_AI_KEY=
# COHERE_AI_KEY=
# or
# use dict api_keys dict

import gaia
debug=True
api_keys = {
    "OPEN_AI_KEY": "",
    "COHERE_AI_KEY": ""
}
GAIA = gaia.init(api_token='', api_keys=api_keys, debug=debug)
prompt = 'find the sentiment for the following text <TEXT>, provide only Positive or Negative or Neutral answers'
prompt_template = GAIA.optimize_prompt(prompt)
golden_dataset: list = GAIA.load_data('local_dataset.csv')
vendors: list = GAIA.get_available_vendors()
prompts = [prompt_template.replace('<TEXT>', row['prompt']) for row in golden_dataset]
results = GAIA.run_vendors(vendors=vendors, data=prompts)
vendors_results = results['vendors_results']
total_took = results['total_took']
compared_vendors = results['compared_vendors']
GAIA.save_csv('Sentiment_gai.csv', data=vendors_results)

Metadata

Release files for gaia-core 0.0.2

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Source distribution for gaia-core 0.0.2
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gaia-core-0.0.2.tar.gz	43.8 kB	May 3, 2023	Without provenance	Details

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File	Interpreter	ABI	Platform	Reset
gaia_core-0.0.2-py3-none-any.whl 66.2 kB May 3, 2023 Without provenance	Python 3	none	any	Details

Total release size: 110.0 kB

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Download URL	gaia-core-0.0.2.tar.gz
Size	43.8 kB
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SHA-256 checksum How to use checksums	`5366f5c48d7cbbb80292861d906080cf7887d727bb0732969339e29eaaa91d37`
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Upload date	May 3, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.9.0`

Release files / gaia_core-0.0.2-py3-none-any.whl

Download URL	gaia_core-0.0.2-py3-none-any.whl
Size	66.2 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`ae88344a5ba2f0f8bf4486fd644a601c5e7b9fbe106e1d3829c7e913274629da`
BLAKE2b-256 checksum How to use checksums	`d61c0b1a6c73f5ee20b967cc8f822f6b544279580e0c6027b96ec296718dafd7`
Upload date	May 3, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.9.0`

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