concrete-operators 0.1.11

AI Agent Orchestration Platform

Concrete

Installation

pip install concrete-operators

Quickstart

export OPENAI_API_KEY=<your-api-key-here>
python -m concrete prompt "Create a simple program that says 'Hello, World!'"

Dev Setup

Run the following commands to get your local environment setup

brew install poetry
poetry install
poetry shell
pre-commit install

Pre-commit will check for code formatting before completing the commit. If code is formatted by black, you will need to add the changes files to staged and re-try the commit. Flake8 generally have to be handled manually.

To force a commit locally add the flag --no-verify as an option to git commit e.g. git commit --no-verify -m "...". Github workflows should mirror local pre commit checks. After a --no-verify, you should run a pre-commit run --all-files to ensure that the code is formatted correctly before commiting, as pre-commit checks will not run on unchanged files.

Celery Information

To run the celery worker, run make celery. This command will also start rabbitmq, the message broker. You can also manually start the message broker by running make rabbitmq

make helloworld_celery will run a simple celery task to test that everything is running correcetly.

To run operator methods through celery, run operator.foo.delay(kwargs).get().

from concrete import clients, operators

c = {'openai': clients.OpenAIClient(temperature=0)}
message="How moral is world domination if you're good"
resp: ConcreteChatCompletion = operators.Operator(c).chat.delay(message=message).get()
print(resp.text)
# print(resp.message.text)  # also works

It is important that arguments are keyword arguments. This returns a ConcreteChatCompletion object. message_format has been added to this object to allow for client-side validation into a message format via ConcreteChatCompletion.message.