Welcome to Task Whisperer: Your Ultimate Task Description Assistant!

TaskWhisperer is your one-stop solution for crafting detailed and precise task descriptions with ease. Say goodbye to tedious manual task creation and hello to streamlined workflows and increased productivity!

• 🔍 Seamlessly Fetch Issues from Issue Tracking Systems. Currently, JIRA is supported.
• 🚀 Generate Embeddings from Issue Descriptions to prepare for LLM-based task generation.
• 🔮 Input a task summary and watch the magic happen with a single click!
• 📝 Review and edit generated task descriptions and submit to ITS with a single click!

It is strongly advised to use docker compose as it streamlines the development and deployment experience.

Firstly, build the docker image:

docker compose build

Then, start the application:

docker compose up

You can use the app by navigating to localhost:8501 in your browser.

If you prefer to build your image yourself, you can directly use docker build & run to run the application.

Firstly, build the docker image:

docker build . -t task_whisperer

Then, run the container:

docker run task_whisperer

You can use the app by navigating to localhost:8501 in your browser.

If you are a uv user (a brand new Python package installer)

Create a virtual environment (at .venv):

uv venv

Activate the virual environment (On macOS and Linux)

source .venv/bin/activate

Activate the virual environment (On Windows)

.venv\Scripts\Activate

Install the requirements:

uv pip install -r requirements.txt

Create a virtual environment (On macOS and Linux)

python -m venv path/to/my/venv

Activate the virual environment (On macOS and Linux)

source path/to/my/venv/bin/activate

Create a virtual environment (On Windows)

python -m venv path\to\my\venv

Activate the virual environment (On Windows)

source path\to\my\venv\Scripts\activate.bat