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LLM Workflow Engine

LLM Workflow Engine (LWE) is a Power CLI and Workflow manager for LLMs.

Welcome!

What would you like to do?

What happend to the original ChatGPT Wrapper project?

ChatGPT Wrapper was an amazing tool for its time, thank you to its original creator mmabrouk for all your hard work, it lives on in a new form :)

Highlights

🤖 LWE lets you use the powerful ChatGPT/GPT4 bot from the command line.

💬 Runs in Shell. You can call and interact with ChatGPT/GPT4 in the terminal.

💻 Supports official ChatGPT API. Make API calls directly to the OpenAI ChatGPT endpoint (all supported models accessible by your OpenAI account)

🔌 Simple plugin architecture. Extend LWE with custom functionality

🗣 Supports multiple LLM providers. Provider plugins allow interacting with other LLMs (GPT-3, Cohere, Huggingface, etc.)

🔄Build workflows. Easily integrate calls to an LLM into larger workflows via Ansible Playbooks

🔧 Tool use. (for supported providers)

🐳 Docker image. LWE is also available as a docker image. (experimental)

🐍Python API. LWE also has a Python library that lets you use ChatGPT/GPT4 in your Python scripts.

Projects built with the original ChatGPT Wrapper

Contributing

We welcome contributions to LWE! If you have an idea for a new feature or have found a bug, please open an issue on the GitHub repository.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Acknowledgments

The original ChatGPT Wrapper project (which LWE grew from) was created and maintained by mmabrouk
The original ChatGPT Wrapper project is a modification from Taranjeet code which is a modification of Daniel Gross code.

Star History

Metadata

Release files for llm-workflow-engine 0.22.25

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for llm-workflow-engine 0.22.25
File	Size	Uploaded
llm_workflow_engine-0.22.25.tar.gz	137.6 kB	Sep 5, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for llm-workflow-engine 0.22.25
File	Interpreter	ABI	Platform	Reset
llm_workflow_engine-0.22.25-py3-none-any.whl 181.3 kB Sep 5, 2026	Python 3	none	any	Details

Total release size: 318.9 kB

Release files / llm_workflow_engine-0.22.25.tar.gz

Download URL	llm_workflow_engine-0.22.25.tar.gz
Size	137.6 kB
Tags	Source
SHA-256 checksum How to use checksums	`91c1bb78617c3df87ff8afb03b26ec21f8f0b1307a962ba4823845681069c048`
BLAKE2b-256 checksum How to use checksums	`4de307ae72e1850b7a5a1c2b11df3457bf0a35c2457568af26cb77941b33003d`
Upload date	Sep 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/llm-workflow-engine/llm-workflow-engine
Publishing commit: github.com/llm-workflow-engine/llm-workflow-engine/tree/8a64e79dc45a5c4ef1c1c3db37eae84e18dce10d

Workflow

Publishing configuration: github.com/llm-workflow-engine/llm-workflow-engine/blob/8a64e79dc45a5c4ef1c1c3db37eae84e18dce10d/.github/workflows/pypi.yml
Publishing logs: github.com/llm-workflow-engine/llm-workflow-engine/actions/runs/33992729255/attempts/1

Artifact

Subject: llm_workflow_engine-0.22.25.tar.gz
SHA-256 checksum: 91c1bb78617c3df87ff8afb03b26ec21f8f0b1307a962ba4823845681069c048 Verifying attestations

Release files / llm_workflow_engine-0.22.25-py3-none-any.whl

Download URL	llm_workflow_engine-0.22.25-py3-none-any.whl
Size	181.3 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`7ae7f0c6b684fa8f5c6a79c1055e6a7f213652eecb9041d45299167b5cb72d86`
BLAKE2b-256 checksum How to use checksums	`ee0794315a519ffa6783d15966cc6400e2772528024f6fa309309869f46bf3e0`
Upload date	Sep 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/llm-workflow-engine/llm-workflow-engine
Publishing commit: github.com/llm-workflow-engine/llm-workflow-engine/tree/8a64e79dc45a5c4ef1c1c3db37eae84e18dce10d

Workflow

Publishing configuration: github.com/llm-workflow-engine/llm-workflow-engine/blob/8a64e79dc45a5c4ef1c1c3db37eae84e18dce10d/.github/workflows/pypi.yml
Publishing logs: github.com/llm-workflow-engine/llm-workflow-engine/actions/runs/33992729255/attempts/1

Artifact

Subject: llm_workflow_engine-0.22.25-py3-none-any.whl
SHA-256 checksum: 7ae7f0c6b684fa8f5c6a79c1055e6a7f213652eecb9041d45299167b5cb72d86 Verifying attestations