Python Connectionの例

コード例 #1

ファイル: basilica_service.py プロジェクト: hadi-M/DS-Unit-3-Sprint-3-Productization-and-Cloud

def basilica_api_client():
    connection = Connection(BASILICA_API_KEY)
    print(type(connection))  #> <class 'basilica.Connection'>
    return connection


# embeddings = list(connection.embed_sentences(sentences))
#     # embeddings = list(c.embed_sentence(sentence)) for one sentence
# print(embeddings)
# # st()

コード例 #2

ファイル: feature_extraction.py プロジェクト: vishalbelsare/rightload

def _text2mat(text):
    sentences = text2sentences(text)
    if len(sentences) == 0:
        raise FailedExtraction

    bkey = environ["BASILICA_KEY"]
    assert (
        bkey
    ), "Set the environment variable BASILICA_KEY to a key obtained from basilica.ai"

    if sentences:
        with Connection(bkey) as conn:
            return array(list(conn.embed_sentences(sentences)))
    else:
        raise FailedExtraction

コード例 #3

# web_app/services/basilica_service.py

import os
from dotenv import load_dotenv
from basilica import Connection

load_dotenv()
BASILICA_API_KEY = os.getenv("BASILICA_API_KEY", default="OOPS")

# Create connection to Basilica API object
connection = Connection(BASILICA_API_KEY)
print(type(connection))


if __name__ == "__main__":

    embedding = connection.embed_sentence("HELLO WORLD")
    print(embedding)

    sentences = [
        "This is a sentence!",
        "This is a similar sentence!",
        "I don't think this sentence is very similar at all...",
    ]

    embeddings = list(connection.embed_sentences(sentences))
    for embed in embeddings:
        print("----------")
        # a list with 768 floats from -1 to 1
        print(embed)

コード例 #4

from basilica import Connection
from dotenv import load_dotenv
from os import getenv

load_dotenv()
API_KEY = getenv('BASILICA_API_KEY') 

connection = Connection(API_KEY)

if __name__ == "__main__":
        connection = connection

コード例 #5

ファイル: basilica_service.py プロジェクト: macrotentional/tweetoffDS15

from basilica import Connection
import os
from dotenv import load_dotenv

load_dotenv()

#API_KEY = os.getenv("BASILICA_API_KEY")

API_KEY = "48acc3c8-00c7-1aec-b41b-7d916bc7a5f4"

# could use a function here to return our connection
# could use a class
connection = Connection(API_KEY)
print("CONNECTION", type(connection))

if __name__ == "__main__":

    sentences = [
        "This is a sentence!",
        "This is a similar sentence!",
        "I don't think this sentence is very similar at all...",
    ]
    embeddings = list(connection.embed_sentences(sentences))
    print(embeddings)

    embedding = connection.embed_sentence("Hello world!!!", model="twitter")
    print(type(embedding)) #> <class 'list'>
    print(type(embedding[0])) #> <class 'float'>
    print(len(embedding)) #> 768

コード例 #6

ファイル: basilica_service.py プロジェクト: navroz-lamba/twitoff

from basilica import Connection
import os
from dotenv import load_dotenv

load_dotenv()
API_KEY = os.getenv("BASILICA_API_KEY")

connection = Connection(API_KEY)
print("connection", type(connection))

if __name__ == "__main__":

    sentences = [
        "This is a sentence!"
        "This is a similar sentence"
        "I don't think this sentence is very similar at all..."
    ]

    connection = Connection(API_KEY)
    print("connection", type(connection))

    embeddings = list(connection.embed_sentences(sentences))
    print(embeddings)

    embedding = list(connection.embed_sentences('Hello World!'))
    print(embedding)

コード例 #7

def get_embedding(jpg: str) -> List[float]:
    with Connection(BASILICA_KEY) as c:
        x = c.embed_image_file(jpg)

    return x

コード例 #8

ファイル: basilica_service.py プロジェクト: ThomasMcDaniel91/Unit3Sprint3

from basilica import Connection
import os
from dotenv import load_dotenv

load_dotenv()
BASILICA_API_KEY = os.getenv("BASILICA_API_KEY", default="OOPS")
connection = Connection(BASILICA_API_KEY)

if __name__ == "__main__":
    pass

    #embeddings = list(connection.embed_sentences(sentences))
    # print(embeddings)
    # sentences = [
    #     "This is a sentence!",
    #     "This is a similar sentence!",
    #     "I don't think this sentence is very similar at all...",
    # ]

コード例 #9

ファイル: basilica_service.py プロジェクト: nusc2016/twitoff-aaron-5

def basilica_api_client():
    connection = Connection(API_KEY)
    print(type(connection))
    return connection

コード例 #10

ファイル: basilica_service.py プロジェクト: nusc2016/twitoff-aaron-5

from basilica import Connection
import os
from dotenv import load_dotenv

load_dotenv

API_KEY = os.getenv("BASILICA_API_KEY")

# could use a function here to return our connection
# could use a class
connection = Connection(API_KEY)


def basilica_api_client():
    connection = Connection(API_KEY)
    print(type(connection))
    return connection


if __name__ == "__main__":

    print("---------")
    connection = basilica_api_client

    print("---------")
    sentence = "Hello again"
    sent_embeddings = connection.embed_sentence(sentence)
    print(list(sent_embeddings))

    print("---------")
    sentences = ["Hello world!", "How are you?"]

コード例 #11

ファイル: basilica_service.py プロジェクト: Malven2019/twitoff

from basilica import Connection
import os
from dotenv import load_dotenv

load_dotenv

API_KEY = os.getenv('BASILICA_API_KEY')

# could use a function here to return our connection
# could use a class
connection = Connection(API_KEY)
print('CONNECTION', type(connection))

if __name__ == "__main__":
    pass

sentences = [
    "This is a sentence!",
    "This is a similar sentence!",
    "I don't think this sentence is very similar at all...",
]

embeddings = list(connection.embed_sentences(sentences))
print(embeddings)

embedding = connection.embed_sentence('Hello World!', model='twitter')
print(type(embedding))  # <class 'list'>
print(type(embedding[0]))  # <class 'float'>
print(len(embedding))  # 768

コード例 #12

#     # embeddings = c.embed_sentences(["Hello world!", "How are you?"])

#     sentences = [
#         'This is a sentence!',
#         "this is a similar sentence!",
#         "I don't think this sentence is very similar at all..."
#     ]
#     embeddings = c.embed_sentences(sentences)

#     print(list(embeddings))  # [[0.8556405305862427, ...], ...]

#     embedding = c.embed_sentence("Hello World!!!")
#     breakpoint()

# at the top we imported the Connection object directly
connection = Connection(BASILICA_API_KEY)
print("CONNECTION", type(connection))

if __name__ == "__main__":

    sentences = [
        'This is a sentence!', "this is a similar sentence!",
        "I don't think this sentence is very similar at all..."
    ]
    embeddings = connection.embed_sentences(sentences)

    print(list(embeddings))  # [[0.8556405305862427, ...], ...]

    embedding = connection.embed_sentence("Hello World!!!", model="twitter")
    print(type(embedding))  # <class 'list'>
    print(type(embedding[0]))  # <class "float">

コード例 #13

ファイル: basilica_service.py プロジェクト: ekselan/New_Twitoff

from basilica import Connection
import os
from dotenv import load_dotenv

load_dotenv()

BASILICA_API_KEY = os.getenv("BASILICA_API_KEY", default="OOPS")

basilica_api_client = Connection(BASILICA_API_KEY)
print(type(basilica_api_client))

if __name__ == "__main__":

    sentences = [
        "This is a sentence!",
        "This is a similar sentence!",
        "I don't think this sentence is very similar at all...",
    ]

    embeddings = list(connection.embed_sentences(sentences))
    for embed in embeddings:
        print("-------------")
        print(embed)  #> list with 768 floats from -1 to 1

    embedding = connection.embed_sentence("Hello World")
    print(embedding)  #> list with 768 floats from -1 to 1

コード例 #14

def basilica_api_client():
    connection = Connection(BASILICA_API_KEY)
    print(type(connection)) #> <class 'basilica.Connection'>
    return connection

コード例 #15

ファイル: basilica_service.py プロジェクト: calebmckay1/TwitOff

from basilica import Connection
import os
from dotenv import load_dotenv

load_dotenv()

API_KEY = os.getenv('BASILICA_API_KEY')


if __name__ == "__main__":


connection = Connection(API_KEY)
print('CONNECTION', type(connection))

embeddings = list(connection.embed_sentences(tweets)

print(embeddings)

breakpoint

コード例 #16

# twitter_app/services/basilica_service.py

import os
from basilica import Connection
from dotenv import load_dotenv
load_dotenv()

# API_KEY stored in .env
BASILICA_API_KEY = os.getenv("BASILICA_API_KEY")

# Making an API connection and printing the type
basilica_conn = Connection(BASILICA_API_KEY)
print(type(basilica_conn))  #> <class 'basilica.Connection'>

## Basilica Function
# def basilica_api_client():
#     connection = basilica.Connection(API_KEY)
#     print(type(connection)) #> <class 'basilica.Connection'>
#     return connection

# if __name__ == "__main__":

# # Sentences
# sentences = [
#     "This is a sentence!",
#     "This is a similar sentence!",
#     "I don't think this sentence is very similar at all...",
# ]

# # Embeddings
# embeddings = list(conn.embed_sentences(sentences))