Python package 'typeagent'
This is an experimental prototype
Working toward a shared understanding of the MVP for structured RAG.
This is sample code
This is an in-progress project aiming at a Pythonic translation of TypeAgent KnowPro and a few related packages from TypeScript to Python.
Warning
This library will send its input to an LLM hosted by a third party. Don't use it to index confidential information.
Documentation
- Found in the docs directory
- Quick install:
pip install typeagent - Download the PyBay '25 PowerPoint slides
- Download the PyBay '25 slides as PDF
- Watch the PyBay '25 video
Trademarks
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.
Metadata
Release files for typeagent 0.5.0
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 | Actions |
|---|---|---|---|---|
| typeagent-0.5.0.tar.gz | 133.5 kB | With provenance | Details for typeagent-0.5.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| typeagent-0.5.0-py3-none-any.whl | Python 3 | none | any | Details for typeagent-0.5.0-py3-none-any.whl |
Total release size: 303.1 kB
Release files / typeagent-0.5.0.tar.gz
| Download URL | typeagent-0.5.0.tar.gz |
|---|---|
| Size | 133.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Yes |
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twine/6.1.0 CPython/3.13.13
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Signed by GitHub Actions, verified by PyPI on May 27, 2026.
Transparency logRelease files / typeagent-0.5.0-py3-none-any.whl
| Download URL | typeagent-0.5.0-py3-none-any.whl |
|---|---|
| Size | 169.6 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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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/3.13.13
|
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 May 27, 2026.
Transparency logSecurity for typeagent 0.5.0
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.
Full provenance
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Attestation for typeagent-0.5.0.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 May 27, 2026.
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