├── .devcontainer
    └── devcontainer.json
├── .gitignore
├── LICENSE
├── README.md
├── frontend
    └── app.py
├── poetry.lock
└── pyproject.toml


/.devcontainer/devcontainer.json:
--------------------------------------------------------------------------------
 1 | {
 2 |   "name": "Python 3",
 3 |   // Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
 4 |   "image": "mcr.microsoft.com/devcontainers/python:1-3.11-bullseye",
 5 |   "customizations": {
 6 |     "codespaces": {
 7 |       "openFiles": [
 8 |         "README.md",
 9 |         "frontend/app.py"
10 |       ]
11 |     },
12 |     "vscode": {
13 |       "settings": {},
14 |       "extensions": [
15 |         "ms-python.python",
16 |         "ms-python.vscode-pylance"
17 |       ]
18 |     }
19 |   },
20 |   "updateContentCommand": "[ -f packages.txt ] && sudo apt update && sudo apt upgrade -y && sudo xargs apt install -y <packages.txt; [ -f requirements.txt ] && pip3 install --user -r requirements.txt; pip3 install --user streamlit; echo '✅ Packages installed and Requirements met'",
21 |   "postAttachCommand": {
22 |     "server": "streamlit run frontend/app.py --server.enableCORS false --server.enableXsrfProtection false"
23 |   },
24 |   "portsAttributes": {
25 |     "8501": {
26 |       "label": "Application",
27 |       "onAutoForward": "openPreview"
28 |     }
29 |   },
30 |   "forwardPorts": [
31 |     8501
32 |   ]
33 | }


--------------------------------------------------------------------------------
/.gitignore:
--------------------------------------------------------------------------------
  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 | .Python
 11 | build/
 12 | develop-eggs/
 13 | dist/
 14 | downloads/
 15 | eggs/
 16 | .eggs/
 17 | lib/
 18 | lib64/
 19 | parts/
 20 | sdist/
 21 | var/
 22 | wheels/
 23 | share/python-wheels/
 24 | *.egg-info/
 25 | .installed.cfg
 26 | *.egg
 27 | MANIFEST
 28 | 
 29 | # PyInstaller
 30 | #  Usually these files are written by a python script from a template
 31 | #  before PyInstaller builds the exe, so as to inject date/other infos into it.
 32 | *.manifest
 33 | *.spec
 34 | 
 35 | # Installer logs
 36 | pip-log.txt
 37 | pip-delete-this-directory.txt
 38 | 
 39 | # Unit test / coverage reports
 40 | htmlcov/
 41 | .tox/
 42 | .nox/
 43 | .coverage
 44 | .coverage.*
 45 | .cache
 46 | nosetests.xml
 47 | coverage.xml
 48 | *.cover
 49 | *.py,cover
 50 | .hypothesis/
 51 | .pytest_cache/
 52 | cover/
 53 | 
 54 | # Translations
 55 | *.mo
 56 | *.pot
 57 | 
 58 | # Django stuff:
 59 | *.log
 60 | local_settings.py
 61 | db.sqlite3
 62 | db.sqlite3-journal
 63 | 
 64 | # Flask stuff:
 65 | instance/
 66 | .webassets-cache
 67 | 
 68 | # Scrapy stuff:
 69 | .scrapy
 70 | 
 71 | # Sphinx documentation
 72 | docs/_build/
 73 | 
 74 | # PyBuilder
 75 | .pybuilder/
 76 | target/
 77 | 
 78 | # Jupyter Notebook
 79 | .ipynb_checkpoints
 80 | 
 81 | # IPython
 82 | profile_default/
 83 | ipython_config.py
 84 | 
 85 | # pyenv
 86 | #   For a library or package, you might want to ignore these files since the code is
 87 | #   intended to run in multiple environments; otherwise, check them in:
 88 | # .python-version
 89 | 
 90 | # pipenv
 91 | #   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
 92 | #   However, in case of collaboration, if having platform-specific dependencies or dependencies
 93 | #   having no cross-platform support, pipenv may install dependencies that don't work, or not
 94 | #   install all needed dependencies.
 95 | #Pipfile.lock
 96 | 
 97 | # poetry
 98 | #   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
 99 | #   This is especially recommended for binary packages to ensure reproducibility, and is more
100 | #   commonly ignored for libraries.
101 | #   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
102 | #poetry.lock
103 | 
104 | # pdm
105 | #   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
106 | #pdm.lock
107 | #   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
108 | #   in version control.
109 | #   https://pdm.fming.dev/#use-with-ide
110 | .pdm.toml
111 | 
112 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
113 | __pypackages__/
114 | 
115 | # Celery stuff
116 | celerybeat-schedule
117 | celerybeat.pid
118 | 
119 | # SageMath parsed files
120 | *.sage.py
121 | 
122 | # Environments
123 | .env
124 | .venv
125 | env/
126 | venv/
127 | ENV/
128 | env.bak/
129 | venv.bak/
130 | 
131 | # Spyder project settings
132 | .spyderproject
133 | .spyproject
134 | 
135 | # Rope project settings
136 | .ropeproject
137 | 
138 | # mkdocs documentation
139 | /site
140 | 
141 | # mypy
142 | .mypy_cache/
143 | .dmypy.json
144 | dmypy.json
145 | 
146 | # Pyre type checker
147 | .pyre/
148 | 
149 | # pytype static type analyzer
150 | .pytype/
151 | 
152 | # Cython debug symbols
153 | cython_debug/
154 | 
155 | # PyCharm
156 | #  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
157 | #  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
158 | #  and can be added to the global gitignore or merged into this file.  For a more nuclear
159 | #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
160 | #.idea/
161 | 


--------------------------------------------------------------------------------
/LICENSE:
--------------------------------------------------------------------------------
 1 | MIT License
 2 | 
 3 | Copyright (c) 2023 Charles Calapini
 4 | 
 5 | Permission is hereby granted, free of charge, to any person obtaining a copy
 6 | of this software and associated documentation files (the "Software"), to deal
 7 | in the Software without restriction, including without limitation the rights
 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 | 
12 | The above copyright notice and this permission notice shall be included in all
13 | copies or substantial portions of the Software.
14 | 
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21 | SOFTWARE.
22 | 


--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
 1 | # AI Assistant Application
 2 | 
 3 | This application is a Streamlit interface for interacting with OpenAI's AI assistants. It allows users to create assistants, upload files to them, send them messages, and view their responses.
 4 | 
 5 | ## Get Started
 6 | 
 7 | For detailed instructions and a demonstration of AnaLAssist in action, check out my YouTube tutorial:
 8 | 
 9 | 📺 [Open AI Assistants API Tutorial](https://www.youtube.com/watch?v=ZjpNx8qNnaA)
10 | 
11 | Here's a high-level overview of what each function does:
12 | 
13 | - `init()`: Initializes session state variables.
14 | - `set_apikey()`: Allows the user to input their OpenAI API key.
15 | - `config(client)`: Fetches a list of assistants and returns the selected assistant's ID.
16 | - `upload_file(client, assistant_id, uploaded_file)`: Uploads a file to the selected assistant.
17 | - `assistant_handler(client, assistant_id)`: Handles assistant updates, including name, instructions, model, and file management.
18 | - `create_assistant(client)`: Creates a new assistant with a given name, instructions, and model.
19 | - `chat_prompt(client, assistant_option)`: Handles the chat interface, allowing the user to send messages to the assistant and receive responses.
20 | - `chat_display(client)`: Displays the chat history, including any images returned by the assistant.
21 | - `main()`: The main function that runs the Streamlit application. It handles API key input, assistant selection, and chat initiation.
22 | 
23 | ## Installation
24 | 
25 | 1. Clone the repository: `git clone https://github.com/calapsss/assistants-api-easy.git`
26 | 2. Navigate to `assistants-api-easy` directory: `cd assistants-api-easy`
27 | 3. You can install the package `poetry install`
28 | 4. Navigate to frontend folder: `cd frontend`
29 | 5. Run with Poetry: `poetry run streamlit run app.py`
30 | 


--------------------------------------------------------------------------------
/frontend/app.py:
--------------------------------------------------------------------------------
  1 | import io
  2 | import openai
  3 | from openai import OpenAI
  4 | 
  5 | import streamlit as st
  6 | import pandas as pd
  7 | import os
  8 | import time
  9 | import tempfile
 10 | import requests
 11 | import csv
 12 | import json
 13 | from PIL import Image
 14 | 
 15 | def init():
 16 |     if "messages" not in st.session_state:
 17 |         st.session_state.messages = []
 18 | 
 19 |     if "run" not in st.session_state:
 20 |         st.session_state.run = None
 21 | 
 22 |     if "file_ids" not in st.session_state:
 23 |         st.session_state.file_ids = []
 24 |     
 25 |     if "thread_id" not in st.session_state:
 26 |         st.session_state.thread_id = None
 27 | 
 28 | def set_apikey():
 29 |     st.sidebar.header('Tutorial on How to Build This')
 30 |     st.sidebar.markdown('For a detailed guide and demonstration, check out the [Assistants API Tutorial](https://www.youtube.com/watch?v=ZjpNx8qNnaA) on YouTube.')
 31 |     st.sidebar.header('Configure')
 32 |     api_key = st.sidebar.text_input("Enter your OpenAI API key", type="password")
 33 | 
 34 |     return api_key
 35 |     
 36 | 
 37 | def config(client):
 38 |     my_assistants = client.beta.assistants.list(
 39 |         order="desc",
 40 |         limit="20",
 41 |     )
 42 |     assistants = my_assistants.data
 43 |     assistants_dict = {"Create Assistant": "create-assistant"}
 44 |     for assistant in assistants:
 45 |         assistants_dict[assistant.name] = assistant.id
 46 |     print(assistants_dict)
 47 |     assistant_option = st.sidebar.selectbox("Select Assistant", options=list(assistants_dict.keys()))
 48 |     return assistants_dict[assistant_option]
 49 | 
 50 | def upload_file(client, assistant_id, uploaded_file):
 51 |     with tempfile.NamedTemporaryFile(delete=False) as tmp_file:
 52 |         tmp_file.write(uploaded_file.getvalue())
 53 |         tmp_file.close()
 54 |         with open(tmp_file.name, "rb") as f:
 55 |             response = client.files.create(
 56 |             file=f,
 57 |             purpose = 'assistants'
 58 |             )
 59 |             print(response)
 60 |             os.remove(tmp_file.name)
 61 |     assistant_file = client.beta.assistants.files.create(
 62 |         assistant_id=assistant_id,
 63 |         file_id=response.id,
 64 |     )
 65 |     return assistant_file.id
 66 |         
 67 | def assistant_handler(client, assistant_id):
 68 |     def delete_file(file_id):
 69 |         client.beta.assistants.files.delete(
 70 |                     assistant_id=assistant_id,
 71 |                     file_id=file_id,
 72 |                 ) 
 73 | 
 74 |     
 75 |     assistant = client.beta.assistants.retrieve(assistant_id)
 76 |     with st.sidebar:
 77 |         assistant_name = st.text_input("Name", value = assistant.name)
 78 |         assistant_instructions = st.text_area("Instructions", value=assistant.instructions)
 79 |         model_option = st.sidebar.radio("Model", ('gpt-4', 'gpt-3.5-turbo', 'gpt-3.5-turbo-1106', 'gpt-4-1106-preview'))
 80 |         st.subheader("Files")
 81 |         grid = st.columns(2)
 82 |         print(assistant.file_ids)
 83 |         for file_id in assistant.file_ids:
 84 |             with grid[0]:
 85 |                 st.text(file_id)
 86 |             with grid[1]:
 87 |                 st.button("Delete", on_click = delete_file(file_id), key = file_id)
 88 |         uploaded_file = st.file_uploader("Upload a file", type=["txt", "csv"])
 89 |     
 90 |         if st.button("Update Assistant"):
 91 |             assistant = client.beta.assistants.update(
 92 |                 assistant_id,
 93 |                 instructions = assistant_instructions,
 94 |                 name = assistant_name,
 95 |                 model = model_option,
 96 | 
 97 |             )   
 98 |             if uploaded_file is not None:
 99 |                 new_file_id = upload_file(client, assistant_id, uploaded_file)
100 |                 print(new_file_id)
101 |                 st.session_state.file_ids.append(new_file_id)
102 |             st.success("Assistant updated successfully")
103 |     return assistant, model_option, assistant_instructions
104 | 
105 | def create_assistant(client):
106 |     assistants_dict = {"Create Assistant": "create-assistant"}
107 |     assistant_name = st.text_input("Name")
108 |     assistant_instructions = st.text_area("Instructions")
109 |     model_option = st.radio("Model", ('gpt-4', 'gpt-3.5-turbo', 'gpt-3.5-turbo-1106', 'gpt-4-1106-preview'))
110 |     def create_new_assistant():
111 |         new_assistant = client.beta.assistants.create(
112 |             name=assistant_name,
113 |             instructions=assistant_instructions,
114 |             model=model_option,
115 |             tools =[
116 |                 {
117 |                     "type": "code_interpreter",
118 |                 }
119 |             ]
120 |         )
121 | 
122 |     my_assistants = client.beta.assistants.list(
123 |         order="desc",
124 |         limit="20",
125 |     ).data
126 |     assistants_dict = {"Create Assistant": "create-assistant"}
127 |     for assistant in my_assistants:
128 |         assistants_dict[assistant.name] = assistant.id
129 |     if assistant_name not in assistants_dict:
130 |         new_assistant = st.button("Create Assistant", on_click=create_new_assistant)
131 |         if new_assistant:
132 |             my_assistants = client.beta.assistants.list(
133 |                 order="desc",
134 |                 limit="20",
135 |             ).data
136 |             assistants_dict = {"Create Assistant": "create-assistant"}
137 |             for assistant in my_assistants:
138 |                 assistants_dict[assistant.name] = assistant.id
139 |             st.success("Assistant created successfully")
140 |             st.stop()
141 |             print(assistants_dict)
142 |             print("\n NEW: ", assistants_dict[assistant_name])
143 |             return assistants_dict[assistant_name]
144 |     else:
145 |         st.warning("Assistant name does exist in assistants_dict. Please choose another name.")
146 |              
147 | def chat_prompt(client, assistant_option):
148 |     if prompt := st.chat_input("Enter your message here"):
149 |         with st.chat_message("user"):
150 |             st.markdown(prompt)
151 |         st.session_state.messages = st.session_state.messages.append(client.beta.threads.messages.create(
152 |             thread_id=st.session_state.thread_id,
153 |             role="user",
154 |             content=prompt,
155 |         ))
156 | 
157 |         st.session_state.current_assistant = client.beta.assistants.update(
158 |             st.session_state.current_assistant.id,
159 |             instructions=st.session_state.assistant_instructions,
160 |             name=st.session_state.current_assistant.name,
161 |             tools = st.session_state.current_assistant.tools,
162 |             model=st.session_state.model_option,
163 |             file_ids=st.session_state.file_ids,
164 |         )
165 | 
166 | 
167 |         st.session_state.run = client.beta.threads.runs.create(
168 |             thread_id=st.session_state.thread_id,
169 |             assistant_id=assistant_option,
170 |             tools = [{"type": "code_interpreter"}],
171 | 
172 |         )
173 |         
174 |         print(st.session_state.run)
175 |         pending = False
176 |         while st.session_state.run.status != "completed":
177 |             if not pending:
178 |                 with st.chat_message("assistant"):
179 |                     st.markdown("AnalAssist is thinking...")
180 |                 pending = True
181 |             time.sleep(3)
182 |             st.session_state.run = client.beta.threads.runs.retrieve(
183 |                 thread_id=st.session_state.thread_id,
184 |                 run_id=st.session_state.run.id,
185 |             )
186 |             
187 |              
188 |                     
189 |         if st.session_state.run.status == "completed": 
190 |             st.empty()
191 |             chat_display(client)
192 | 
193 | def chat_display(client):
194 |     st.session_state.messages = client.beta.threads.messages.list(
195 |         thread_id=st.session_state.thread_id
196 |     ).data
197 | 
198 |     #Used this for debugging
199 |     # x = 0
200 |     # for message in st.session_state.messages:
201 |     #     print(x)
202 |     #     print(message)
203 |     #     x += 1
204 | 
205 |     for message in reversed(st.session_state.messages):
206 |         if message.role in ["user", "assistant"]:
207 |             with st.chat_message(message.role):
208 |                 for content in message.content:
209 |                     if content.type == "text":
210 |                         st.markdown(content.text.value)
211 |                     elif content.type == "image_file":
212 |                         image_file = content.image_file.file_id
213 |                         image_data = client.files.content(image_file)
214 |                         image_data = image_data.read()
215 |                         #save image to temp file
216 |                         temp_file = tempfile.NamedTemporaryFile(delete=False)
217 |                         temp_file.write(image_data)
218 |                         temp_file.close()
219 |                         #display image
220 |                         image = Image.open(temp_file.name)
221 |                         st.image(image)
222 |                     else:
223 |                         st.markdown(content)
224 |                     
225 |     
226 | 
227 |     # with st.chat_message("assistant"):
228 |     #         st.markdown(st.session_state.messages.data.content)
229 |     #st.write(st.session_state.messages)
230 |     # for message in reversed(st.session_state.messages):
231 |     #     if message[0] in ["user", "assistant"]:
232 |     #         with st.chat_message(message[0]):
233 |     #             st.markdown(message[1])
234 | 
235 | def main():
236 |     st.title('AI Data Assistant 📈')
237 |     st.caption('Data analysis assistant using OpenAI Assistants API')
238 |     st.markdown('🎥 For a detailed guide and demonstration, check out the [Assistants API Tutorial](https://www.youtube.com/watch?v=ZjpNx8qNnaA) on YouTube.')
239 |     st.divider()
240 |     api_key = set_apikey()
241 |     if api_key:
242 |         client = OpenAI(api_key=api_key)
243 |         assistant_option = config(client)
244 | 
245 |         if assistant_option == "create-assistant":
246 |             print ("Create assistant")
247 |             with st.sidebar:
248 |                 assistant_option = create_assistant(client)
249 |                 print(assistant_option)
250 |         else:
251 |             print ("Use existing assistant")
252 |             st.session_state.current_assistant, st.session_state.model_option, st.session_state.assistant_instructions = assistant_handler(client, assistant_option)
253 |             if st.session_state.thread_id is None:
254 |                 st.session_state.thread_id = client.beta.threads.create().id
255 |                 print(st.session_state.thread_id)
256 |             chat_prompt(client, assistant_option)
257 |             
258 |     else:
259 |         st.warning("Please enter your OpenAI API key")
260 |              
261 | 
262 | 
263 | if __name__ == '__main__':
264 |     init()
265 |     main() 
266 |     print(st.session_state.file_ids)
267 | 
268 | 
269 | 
270 | 
271 | 


--------------------------------------------------------------------------------
/poetry.lock:
--------------------------------------------------------------------------------
   1 | # This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
   2 | 
   3 | [[package]]
   4 | name = "altair"
   5 | version = "5.2.0"
   6 | description = "Vega-Altair: A declarative statistical visualization library for Python."
   7 | optional = false
   8 | python-versions = ">=3.8"
   9 | files = [
  10 |     {file = "altair-5.2.0-py3-none-any.whl", hash = "sha256:8c4888ad11db7c39f3f17aa7f4ea985775da389d79ac30a6c22856ab238df399"},
  11 |     {file = "altair-5.2.0.tar.gz", hash = "sha256:2ad7f0c8010ebbc46319cc30febfb8e59ccf84969a201541c207bc3a4fa6cf81"},
  12 | ]
  13 | 
  14 | [package.dependencies]
  15 | jinja2 = "*"
  16 | jsonschema = ">=3.0"
  17 | numpy = "*"
  18 | packaging = "*"
  19 | pandas = ">=0.25"
  20 | toolz = "*"
  21 | typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
  22 | 
  23 | [package.extras]
  24 | dev = ["anywidget", "geopandas", "hatch", "ipython", "m2r", "mypy", "pandas-stubs", "pyarrow (>=11)", "pytest", "pytest-cov", "ruff (>=0.1.3)", "types-jsonschema", "types-setuptools", "vega-datasets", "vegafusion[embed] (>=1.4.0)", "vl-convert-python (>=1.1.0)"]
  25 | doc = ["docutils", "jinja2", "myst-parser", "numpydoc", "pillow (>=9,<10)", "pydata-sphinx-theme (>=0.14.1)", "scipy", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
  26 | 
  27 | [[package]]
  28 | name = "annotated-types"
  29 | version = "0.6.0"
  30 | description = "Reusable constraint types to use with typing.Annotated"
  31 | optional = false
  32 | python-versions = ">=3.8"
  33 | files = [
  34 |     {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
  35 |     {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
  36 | ]
  37 | 
  38 | [[package]]
  39 | name = "anyio"
  40 | version = "3.7.1"
  41 | description = "High level compatibility layer for multiple asynchronous event loop implementations"
  42 | optional = false
  43 | python-versions = ">=3.7"
  44 | files = [
  45 |     {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
  46 |     {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
  47 | ]
  48 | 
  49 | [package.dependencies]
  50 | exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
  51 | idna = ">=2.8"
  52 | sniffio = ">=1.1"
  53 | 
  54 | [package.extras]
  55 | doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
  56 | test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
  57 | trio = ["trio (<0.22)"]
  58 | 
  59 | [[package]]
  60 | name = "attrs"
  61 | version = "23.1.0"
  62 | description = "Classes Without Boilerplate"
  63 | optional = false
  64 | python-versions = ">=3.7"
  65 | files = [
  66 |     {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
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  69 | 
  70 | [package.extras]
  71 | cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
  72 | dev = ["attrs[docs,tests]", "pre-commit"]
  73 | docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
  74 | tests = ["attrs[tests-no-zope]", "zope-interface"]
  75 | tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
  76 | 
  77 | [[package]]
  78 | name = "blinker"
  79 | version = "1.7.0"
  80 | description = "Fast, simple object-to-object and broadcast signaling"
  81 | optional = false
  82 | python-versions = ">=3.8"
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  87 | 
  88 | [[package]]
  89 | name = "cachetools"
  90 | version = "5.3.2"
  91 | description = "Extensible memoizing collections and decorators"
  92 | optional = false
  93 | python-versions = ">=3.7"
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  98 | 
  99 | [[package]]
 100 | name = "certifi"
 101 | version = "2023.11.17"
 102 | description = "Python package for providing Mozilla's CA Bundle."
 103 | optional = false
 104 | python-versions = ">=3.6"
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 109 | 
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 208 | 
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 219 | 
 220 | [package.dependencies]
 221 | colorama = {version = "*", markers = "platform_system == \"Windows\""}
 222 | 
 223 | [[package]]
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 225 | version = "0.4.6"
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 286 | 
 287 | [package.dependencies]
 288 | numpy = ">=1.20,<2.0"
 289 | 
 290 | [package.extras]
 291 | bokeh = ["bokeh", "selenium"]
 292 | docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
 293 | mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.6.1)", "types-Pillow"]
 294 | test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
 295 | test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 296 | 
 297 | [[package]]
 298 | name = "cycler"
 299 | version = "0.12.1"
 300 | description = "Composable style cycles"
 301 | optional = false
 302 | python-versions = ">=3.8"
 303 | files = [
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 307 | 
 308 | [package.extras]
 309 | docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
 310 | tests = ["pytest", "pytest-cov", "pytest-xdist"]
 311 | 
 312 | [[package]]
 313 | name = "distro"
 314 | version = "1.8.0"
 315 | description = "Distro - an OS platform information API"
 316 | optional = false
 317 | python-versions = ">=3.6"
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 322 | 
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 326 | description = "Backport of PEP 654 (exception groups)"
 327 | optional = false
 328 | python-versions = ">=3.7"
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 333 | 
 334 | [package.extras]
 335 | test = ["pytest (>=6)"]
 336 | 
 337 | [[package]]
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 340 | description = "Tools to manipulate font files"
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 813 | 
 814 | [package.dependencies]
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 816 | cycler = ">=0.10"
 817 | fonttools = ">=4.22.0"
 818 | kiwisolver = ">=1.3.1"
 819 | numpy = ">=1.21,<2"
 820 | packaging = ">=20.0"
 821 | pillow = ">=8"
 822 | pyparsing = ">=2.3.1"
 823 | python-dateutil = ">=2.7"
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 827 | version = "0.1.2"
 828 | description = "Markdown URL utilities"
 829 | optional = false
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1502 | numpy = ">=1.20,<1.24.0 || >1.24.0"
1503 | pandas = ">=1.2"
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1505 | [package.extras]
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1549 | files = [
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1551 |     {file = "streamlit-1.28.2.tar.gz", hash = "sha256:c144168881bf7bd6d6017a9bfde585b52d20087b10b2d5c85d376ef6d52aa8ee"},
1552 | ]
1553 | 
1554 | [package.dependencies]
1555 | altair = ">=4.0,<6"
1556 | blinker = ">=1.0.0,<2"
1557 | cachetools = ">=4.0,<6"
1558 | click = ">=7.0,<9"
1559 | gitpython = ">=3.0.7,<3.1.19 || >3.1.19,<4"
1560 | importlib-metadata = ">=1.4,<7"
1561 | numpy = ">=1.19.3,<2"
1562 | packaging = ">=16.8,<24"
1563 | pandas = ">=1.3.0,<3"
1564 | pillow = ">=7.1.0,<11"
1565 | protobuf = ">=3.20,<5"
1566 | pyarrow = ">=6.0"
1567 | pydeck = ">=0.8.0b4,<1"
1568 | python-dateutil = ">=2.7.3,<3"
1569 | requests = ">=2.27,<3"
1570 | rich = ">=10.14.0,<14"
1571 | tenacity = ">=8.1.0,<9"
1572 | toml = ">=0.10.1,<2"
1573 | tornado = ">=6.0.3,<7"
1574 | typing-extensions = ">=4.3.0,<5"
1575 | tzlocal = ">=1.1,<6"
1576 | validators = ">=0.2,<1"
1577 | watchdog = {version = ">=2.1.5", markers = "platform_system != \"Darwin\""}
1578 | 
1579 | [package.extras]
1580 | snowflake = ["snowflake-connector-python (>=2.8.0)", "snowflake-snowpark-python (>=0.9.0)"]
1581 | 
1582 | [[package]]
1583 | name = "tenacity"
1584 | version = "8.2.3"
1585 | description = "Retry code until it succeeds"
1586 | optional = false
1587 | python-versions = ">=3.7"
1588 | files = [
1589 |     {file = "tenacity-8.2.3-py3-none-any.whl", hash = "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"},
1590 |     {file = "tenacity-8.2.3.tar.gz", hash = "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a"},
1591 | ]
1592 | 
1593 | [package.extras]
1594 | doc = ["reno", "sphinx", "tornado (>=4.5)"]
1595 | 
1596 | [[package]]
1597 | name = "toml"
1598 | version = "0.10.2"
1599 | description = "Python Library for Tom's Obvious, Minimal Language"
1600 | optional = false
1601 | python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
1602 | files = [
1603 |     {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
1604 |     {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
1605 | ]
1606 | 
1607 | [[package]]
1608 | name = "toolz"
1609 | version = "0.12.0"
1610 | description = "List processing tools and functional utilities"
1611 | optional = false
1612 | python-versions = ">=3.5"
1613 | files = [
1614 |     {file = "toolz-0.12.0-py3-none-any.whl", hash = "sha256:2059bd4148deb1884bb0eb770a3cde70e7f954cfbbdc2285f1f2de01fd21eb6f"},
1615 |     {file = "toolz-0.12.0.tar.gz", hash = "sha256:88c570861c440ee3f2f6037c4654613228ff40c93a6c25e0eba70d17282c6194"},
1616 | ]
1617 | 
1618 | [[package]]
1619 | name = "tornado"
1620 | version = "6.4"
1621 | description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
1622 | optional = false
1623 | python-versions = ">= 3.8"
1624 | files = [
1625 |     {file = "tornado-6.4-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:02ccefc7d8211e5a7f9e8bc3f9e5b0ad6262ba2fbb683a6443ecc804e5224ce0"},
1626 |     {file = "tornado-6.4-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:27787de946a9cffd63ce5814c33f734c627a87072ec7eed71f7fc4417bb16263"},
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1631 |     {file = "tornado-6.4-cp38-abi3-musllinux_1_1_i686.whl", hash = "sha256:88b84956273fbd73420e6d4b8d5ccbe913c65d31351b4c004ae362eba06e1f78"},
1632 |     {file = "tornado-6.4-cp38-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:71ddfc23a0e03ef2df1c1397d859868d158c8276a0603b96cf86892bff58149f"},
1633 |     {file = "tornado-6.4-cp38-abi3-win32.whl", hash = "sha256:6f8a6c77900f5ae93d8b4ae1196472d0ccc2775cc1dfdc9e7727889145c45052"},
1634 |     {file = "tornado-6.4-cp38-abi3-win_amd64.whl", hash = "sha256:10aeaa8006333433da48dec9fe417877f8bcc21f48dda8d661ae79da357b2a63"},
1635 |     {file = "tornado-6.4.tar.gz", hash = "sha256:72291fa6e6bc84e626589f1c29d90a5a6d593ef5ae68052ee2ef000dfd273dee"},
1636 | ]
1637 | 
1638 | [[package]]
1639 | name = "tqdm"
1640 | version = "4.66.1"
1641 | description = "Fast, Extensible Progress Meter"
1642 | optional = false
1643 | python-versions = ">=3.7"
1644 | files = [
1645 |     {file = "tqdm-4.66.1-py3-none-any.whl", hash = "sha256:d302b3c5b53d47bce91fea46679d9c3c6508cf6332229aa1e7d8653723793386"},
1646 |     {file = "tqdm-4.66.1.tar.gz", hash = "sha256:d88e651f9db8d8551a62556d3cff9e3034274ca5d66e93197cf2490e2dcb69c7"},
1647 | ]
1648 | 
1649 | [package.dependencies]
1650 | colorama = {version = "*", markers = "platform_system == \"Windows\""}
1651 | 
1652 | [package.extras]
1653 | dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
1654 | notebook = ["ipywidgets (>=6)"]
1655 | slack = ["slack-sdk"]
1656 | telegram = ["requests"]
1657 | 
1658 | [[package]]
1659 | name = "typing-extensions"
1660 | version = "4.8.0"
1661 | description = "Backported and Experimental Type Hints for Python 3.8+"
1662 | optional = false
1663 | python-versions = ">=3.8"
1664 | files = [
1665 |     {file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"},
1666 |     {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
1667 | ]
1668 | 
1669 | [[package]]
1670 | name = "tzdata"
1671 | version = "2023.3"
1672 | description = "Provider of IANA time zone data"
1673 | optional = false
1674 | python-versions = ">=2"
1675 | files = [
1676 |     {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
1677 |     {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
1678 | ]
1679 | 
1680 | [[package]]
1681 | name = "tzlocal"
1682 | version = "5.2"
1683 | description = "tzinfo object for the local timezone"
1684 | optional = false
1685 | python-versions = ">=3.8"
1686 | files = [
1687 |     {file = "tzlocal-5.2-py3-none-any.whl", hash = "sha256:49816ef2fe65ea8ac19d19aa7a1ae0551c834303d5014c6d5a62e4cbda8047b8"},
1688 |     {file = "tzlocal-5.2.tar.gz", hash = "sha256:8d399205578f1a9342816409cc1e46a93ebd5755e39ea2d85334bea911bf0e6e"},
1689 | ]
1690 | 
1691 | [package.dependencies]
1692 | tzdata = {version = "*", markers = "platform_system == \"Windows\""}
1693 | 
1694 | [package.extras]
1695 | devenv = ["check-manifest", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)", "zest.releaser"]
1696 | 
1697 | [[package]]
1698 | name = "urllib3"
1699 | version = "2.1.0"
1700 | description = "HTTP library with thread-safe connection pooling, file post, and more."
1701 | optional = false
1702 | python-versions = ">=3.8"
1703 | files = [
1704 |     {file = "urllib3-2.1.0-py3-none-any.whl", hash = "sha256:55901e917a5896a349ff771be919f8bd99aff50b79fe58fec595eb37bbc56bb3"},
1705 |     {file = "urllib3-2.1.0.tar.gz", hash = "sha256:df7aa8afb0148fa78488e7899b2c59b5f4ffcfa82e6c54ccb9dd37c1d7b52d54"},
1706 | ]
1707 | 
1708 | [package.extras]
1709 | brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
1710 | socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
1711 | zstd = ["zstandard (>=0.18.0)"]
1712 | 
1713 | [[package]]
1714 | name = "uuid"
1715 | version = "1.30"
1716 | description = "UUID object and generation functions (Python 2.3 or higher)"
1717 | optional = false
1718 | python-versions = "*"
1719 | files = [
1720 |     {file = "uuid-1.30.tar.gz", hash = "sha256:1f87cc004ac5120466f36c5beae48b4c48cc411968eed0eaecd3da82aa96193f"},
1721 | ]
1722 | 
1723 | [[package]]
1724 | name = "validators"
1725 | version = "0.22.0"
1726 | description = "Python Data Validation for Humans™"
1727 | optional = false
1728 | python-versions = ">=3.8"
1729 | files = [
1730 |     {file = "validators-0.22.0-py3-none-any.whl", hash = "sha256:61cf7d4a62bbae559f2e54aed3b000cea9ff3e2fdbe463f51179b92c58c9585a"},
1731 |     {file = "validators-0.22.0.tar.gz", hash = "sha256:77b2689b172eeeb600d9605ab86194641670cdb73b60afd577142a9397873370"},
1732 | ]
1733 | 
1734 | [package.extras]
1735 | docs-offline = ["myst-parser (>=2.0.0)", "pypandoc-binary (>=1.11)", "sphinx (>=7.1.1)"]
1736 | docs-online = ["mkdocs (>=1.5.2)", "mkdocs-git-revision-date-localized-plugin (>=1.2.0)", "mkdocs-material (>=9.2.6)", "mkdocstrings[python] (>=0.22.0)", "pyaml (>=23.7.0)"]
1737 | hooks = ["pre-commit (>=3.3.3)"]
1738 | package = ["build (>=1.0.0)", "twine (>=4.0.2)"]
1739 | runner = ["tox (>=4.11.1)"]
1740 | sast = ["bandit[toml] (>=1.7.5)"]
1741 | testing = ["pytest (>=7.4.0)"]
1742 | tooling = ["black (>=23.7.0)", "pyright (>=1.1.325)", "ruff (>=0.0.287)"]
1743 | tooling-extras = ["pyaml (>=23.7.0)", "pypandoc-binary (>=1.11)", "pytest (>=7.4.0)"]
1744 | 
1745 | [[package]]
1746 | name = "watchdog"
1747 | version = "3.0.0"
1748 | description = "Filesystem events monitoring"
1749 | optional = false
1750 | python-versions = ">=3.7"
1751 | files = [
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1773 |     {file = "watchdog-3.0.0-py3-none-manylinux2014_s390x.whl", hash = "sha256:ba07e92756c97e3aca0912b5cbc4e5ad802f4557212788e72a72a47ff376950d"},
1774 |     {file = "watchdog-3.0.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:d429c2430c93b7903914e4db9a966c7f2b068dd2ebdd2fa9b9ce094c7d459f33"},
1775 |     {file = "watchdog-3.0.0-py3-none-win32.whl", hash = "sha256:3ed7c71a9dccfe838c2f0b6314ed0d9b22e77d268c67e015450a29036a81f60f"},
1776 |     {file = "watchdog-3.0.0-py3-none-win_amd64.whl", hash = "sha256:4c9956d27be0bb08fc5f30d9d0179a855436e655f046d288e2bcc11adfae893c"},
1777 |     {file = "watchdog-3.0.0-py3-none-win_ia64.whl", hash = "sha256:5d9f3a10e02d7371cd929b5d8f11e87d4bad890212ed3901f9b4d68767bee759"},
1778 |     {file = "watchdog-3.0.0.tar.gz", hash = "sha256:4d98a320595da7a7c5a18fc48cb633c2e73cda78f93cac2ef42d42bf609a33f9"},
1779 | ]
1780 | 
1781 | [package.extras]
1782 | watchmedo = ["PyYAML (>=3.10)"]
1783 | 
1784 | [[package]]
1785 | name = "zipp"
1786 | version = "3.17.0"
1787 | description = "Backport of pathlib-compatible object wrapper for zip files"
1788 | optional = false
1789 | python-versions = ">=3.8"
1790 | files = [
1791 |     {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
1792 |     {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
1793 | ]
1794 | 
1795 | [package.extras]
1796 | docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
1797 | testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
1798 | 
1799 | [metadata]
1800 | lock-version = "2.0"
1801 | python-versions = "^3.10"
1802 | content-hash = "12ed1f00fd3e157aff6e597210fe7d6bef4b5226397a69e121130a76e7503503"
1803 | 


--------------------------------------------------------------------------------
/pyproject.toml:
--------------------------------------------------------------------------------
 1 | [tool.poetry]
 2 | name = "assistants-api-easy"
 3 | version = "0.1.0"
 4 | description = ""
 5 | authors = ["Charles Calapini <charles@calapini.com>"]
 6 | readme = "README.md"
 7 | 
 8 | [tool.poetry.dependencies]
 9 | python = "^3.10"
10 | streamlit = "^1.28.2"
11 | openai = "^1.3.6"
12 | requests = "^2.31.0"
13 | pandas = "^2.1.3"
14 | seaborn = "^0.13.0"
15 | uuid = "^1.30"
16 | 
17 | 
18 | [build-system]
19 | requires = ["poetry-core"]
20 | build-backend = "poetry.core.masonry.api"
21 | 


--------------------------------------------------------------------------------