Spaces:
Runtime error
Runtime error
add data generator with cohere
Browse files- .gitignore +161 -0
- app.py +51 -0
- requirements.txt +3 -0
.gitignore
ADDED
@@ -0,0 +1,161 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# Byte-compiled / optimized / DLL files
|
2 |
+
__pycache__/
|
3 |
+
*.py[cod]
|
4 |
+
*$py.class
|
5 |
+
|
6 |
+
# C extensions
|
7 |
+
*.so
|
8 |
+
|
9 |
+
# Distribution / packaging
|
10 |
+
.DS_Store
|
11 |
+
.Python
|
12 |
+
build/
|
13 |
+
develop-eggs/
|
14 |
+
dist/
|
15 |
+
downloads/
|
16 |
+
eggs/
|
17 |
+
.eggs/
|
18 |
+
lib/
|
19 |
+
lib64/
|
20 |
+
parts/
|
21 |
+
sdist/
|
22 |
+
var/
|
23 |
+
wheels/
|
24 |
+
share/python-wheels/
|
25 |
+
*.egg-info/
|
26 |
+
.installed.cfg
|
27 |
+
*.egg
|
28 |
+
MANIFEST
|
29 |
+
|
30 |
+
# PyInstaller
|
31 |
+
# Usually these files are written by a python script from a template
|
32 |
+
# before PyInstaller builds the exe, so as to inject date/other infos into it.
|
33 |
+
*.manifest
|
34 |
+
*.spec
|
35 |
+
|
36 |
+
# Installer logs
|
37 |
+
pip-log.txt
|
38 |
+
pip-delete-this-directory.txt
|
39 |
+
|
40 |
+
# Unit test / coverage reports
|
41 |
+
htmlcov/
|
42 |
+
.tox/
|
43 |
+
.nox/
|
44 |
+
.coverage
|
45 |
+
.coverage.*
|
46 |
+
.cache
|
47 |
+
nosetests.xml
|
48 |
+
coverage.xml
|
49 |
+
*.cover
|
50 |
+
*.py,cover
|
51 |
+
.hypothesis/
|
52 |
+
.pytest_cache/
|
53 |
+
cover/
|
54 |
+
|
55 |
+
# Translations
|
56 |
+
*.mo
|
57 |
+
*.pot
|
58 |
+
|
59 |
+
# Django stuff:
|
60 |
+
*.log
|
61 |
+
local_settings.py
|
62 |
+
db.sqlite3
|
63 |
+
db.sqlite3-journal
|
64 |
+
|
65 |
+
# Flask stuff:
|
66 |
+
instance/
|
67 |
+
.webassets-cache
|
68 |
+
|
69 |
+
# Scrapy stuff:
|
70 |
+
.scrapy
|
71 |
+
|
72 |
+
# Sphinx documentation
|
73 |
+
docs/_build/
|
74 |
+
|
75 |
+
# PyBuilder
|
76 |
+
.pybuilder/
|
77 |
+
target/
|
78 |
+
|
79 |
+
# Jupyter Notebook
|
80 |
+
.ipynb_checkpoints
|
81 |
+
|
82 |
+
# IPython
|
83 |
+
profile_default/
|
84 |
+
ipython_config.py
|
85 |
+
|
86 |
+
# pyenv
|
87 |
+
# For a library or package, you might want to ignore these files since the code is
|
88 |
+
# intended to run in multiple environments; otherwise, check them in:
|
89 |
+
# .python-version
|
90 |
+
|
91 |
+
# pipenv
|
92 |
+
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
|
93 |
+
# However, in case of collaboration, if having platform-specific dependencies or dependencies
|
94 |
+
# having no cross-platform support, pipenv may install dependencies that don't work, or not
|
95 |
+
# install all needed dependencies.
|
96 |
+
#Pipfile.lock
|
97 |
+
|
98 |
+
# poetry
|
99 |
+
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
|
100 |
+
# This is especially recommended for binary packages to ensure reproducibility, and is more
|
101 |
+
# commonly ignored for libraries.
|
102 |
+
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
|
103 |
+
#poetry.lock
|
104 |
+
|
105 |
+
# pdm
|
106 |
+
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
|
107 |
+
#pdm.lock
|
108 |
+
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
|
109 |
+
# in version control.
|
110 |
+
# https://pdm.fming.dev/#use-with-ide
|
111 |
+
.pdm.toml
|
112 |
+
|
113 |
+
# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
|
114 |
+
__pypackages__/
|
115 |
+
|
116 |
+
# Celery stuff
|
117 |
+
celerybeat-schedule
|
118 |
+
celerybeat.pid
|
119 |
+
|
120 |
+
# SageMath parsed files
|
121 |
+
*.sage.py
|
122 |
+
|
123 |
+
# Environments
|
124 |
+
.env
|
125 |
+
.venv
|
126 |
+
env/
|
127 |
+
venv/
|
128 |
+
ENV/
|
129 |
+
env.bak/
|
130 |
+
venv.bak/
|
131 |
+
|
132 |
+
# Spyder project settings
|
133 |
+
.spyderproject
|
134 |
+
.spyproject
|
135 |
+
|
136 |
+
# Rope project settings
|
137 |
+
.ropeproject
|
138 |
+
|
139 |
+
# mkdocs documentation
|
140 |
+
/site
|
141 |
+
|
142 |
+
# mypy
|
143 |
+
.mypy_cache/
|
144 |
+
.dmypy.json
|
145 |
+
dmypy.json
|
146 |
+
|
147 |
+
# Pyre type checker
|
148 |
+
.pyre/
|
149 |
+
|
150 |
+
# pytype static type analyzer
|
151 |
+
.pytype/
|
152 |
+
|
153 |
+
# Cython debug symbols
|
154 |
+
cython_debug/
|
155 |
+
|
156 |
+
# PyCharm
|
157 |
+
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
|
158 |
+
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
|
159 |
+
# and can be added to the global gitignore or merged into this file. For a more nuclear
|
160 |
+
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
|
161 |
+
#.idea/
|
app.py
ADDED
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
import cohere
|
3 |
+
import os
|
4 |
+
from dotenv import load_dotenv, find_dotenv
|
5 |
+
|
6 |
+
_ = load_dotenv(find_dotenv()) # read local .env file
|
7 |
+
cohere_api_key = os.environ['COHERE_API']
|
8 |
+
co = cohere.Client(cohere_api_key)
|
9 |
+
|
10 |
+
|
11 |
+
def generate_data(data_src):
|
12 |
+
|
13 |
+
command_prompt= f'''This is a sample dataset in csv below, and I want you to help me generate more data with different variations (at least 100 examples)
|
14 |
+
|
15 |
+
```csv
|
16 |
+
{data_src}
|
17 |
+
```'''
|
18 |
+
|
19 |
+
response = co.generate(
|
20 |
+
model='command',
|
21 |
+
prompt=command_prompt,
|
22 |
+
max_tokens=2606,
|
23 |
+
temperature=0.9,
|
24 |
+
k=0,
|
25 |
+
stop_sequences=[],
|
26 |
+
return_likelihoods='NONE')
|
27 |
+
|
28 |
+
txt_response = response.generations[0].text
|
29 |
+
txt_split_1 = txt_response.split("```csv")
|
30 |
+
txt_split_2 = txt_split_1[1].split("```")
|
31 |
+
data_text = txt_split_2[0]
|
32 |
+
|
33 |
+
return data_text
|
34 |
+
|
35 |
+
|
36 |
+
data_example = '''QUERY_TEXT,POSITIVE,NEGATIVE
|
37 |
+
desserts, shakes,veggie burger with cheeese
|
38 |
+
sushi, thai chef fresh rolls, meat lasagna
|
39 |
+
acai bowl, acai bowl delivered, mint chocolate chip polar pizza
|
40 |
+
cupcake, carrot, buffalo chicken'''
|
41 |
+
|
42 |
+
|
43 |
+
demo = gr.Interface(fn=generate_data,
|
44 |
+
inputs=[gr.Textbox(label="Paste your sample data here", lines=3)],
|
45 |
+
outputs=[gr.Textbox(label="Data Generated Here", lines=5)],
|
46 |
+
title="Data Generator with Cohere",
|
47 |
+
description="Generating new dataset using the Cohere API under the hood!",
|
48 |
+
allow_flagging="never",
|
49 |
+
#Here we introduce a new tag, examples, easy to use examples for your application
|
50 |
+
examples=[data_example])
|
51 |
+
demo.launch()
|
requirements.txt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
cohere
|
2 |
+
gradio
|
3 |
+
python-dotenv
|