Automated Graph of Thoughts
This is the official implementation of Automated Graph of Thoughts.
Setup Guide
To run this code, Python 3.11 or newer is required.
The latest version of the package can be installed from PyPI:
pip install auto-graph-of-thoughts
Alternatively, the package can be installed from source.
Optional Dependencies
The project comes with optional dependencies which are required for some features.
Notebooks
Several notebooks with examples and model training are provided with the source code.
To run the notebooks, the optional notebooks dependencies are required.
pip install auto-graph-of-thoughts[notebooks]
Be aware that the notebooks are not part of the distributed package on PyPI.
Pure Graph of Thoughts
The package pure_graph_of_thoughts contains a new implementation of the Graph of Thoughts concepts.
It was originally developed in this project, before it was extracted in a dedicated project: pure-graph-of-thoughts.
Metadata
Release files for auto-graph-of-thoughts 1.2.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| auto_graph_of_thoughts-1.2.1.tar.gz | 23.3 MB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| auto_graph_of_thoughts-1.2.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 23.4 MB
Release files / auto_graph_of_thoughts-1.2.1.tar.gz
| Download URL | auto_graph_of_thoughts-1.2.1.tar.gz |
|---|---|
| Size | 23.3 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Yes |
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twine/6.1.0 CPython/3.12.9
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Transparency logRelease files / auto_graph_of_thoughts-1.2.1-py3-none-any.whl
| Download URL | auto_graph_of_thoughts-1.2.1-py3-none-any.whl |
|---|---|
| Size | 60.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
571db7c829ee8a44fa945c1956f2e9bf27da1296d5bc0e743081751242a878ec
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BLAKE2b-256 checksum How to use checksums |
9c763d81ec0996084150b9414273b867c456e6aad15580ca655c20520c906764
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Provenance
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PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Jul 11, 2025.
Transparency logSecurity for auto-graph-of-thoughts 1.2.1
Provenance
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Full provenance
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Attestation for auto_graph_of_thoughts-1.2.1.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Jul 11, 2025.
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