AI-Parrot Advisors
Async-first Product Advisor and selection matching components for AI-Parrot.
Features
- ProductCatalog: Hybrid search (semantic + structured) for product matching.
- ProductAdvisorMixin: Easily add recommendation capabilities to any Agent.
- QuestionGenerator: Automatically generate discriminant questions to narrow down selections.
- SelectionStateManager: Managed selection state with Redis persistence and Undo/Redo support.
Installation
pip install ai-parrot-advisors
Usage
Inherit from ProductAdvisorMixin to give your agent advisor powers:
from parrot.advisors import ProductAdvisorMixin
from parrot.bots import Agent
class ShoppingAgent(ProductAdvisorMixin, Agent):
async def configure(self):
await super().configure()
await self.configure_advisor()
1 maintainer
Metadata
1 maintainer
Release files for ai-parrot-advisors 1.2.4
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 | |
|---|---|---|---|---|
| ai_parrot_advisors-1.2.4.tar.gz | 67.1 kB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| ai_parrot_advisors-1.2.4-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 145.0 kB
Release files / ai_parrot_advisors-1.2.4.tar.gz
| Download URL | ai_parrot_advisors-1.2.4.tar.gz |
|---|---|
| Size | 67.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
68270c52d7a62c1768cba2cbc28f3d48003acb29a02beec78d6826584b9d7ba7
|
|
BLAKE2b-256 checksum How to use checksums |
6638c7c52620d18ae631ba604d04d0311b0bb4b41a5552e870282cc6012f905b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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.
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 Oct 22, 2026.
Transparency logRelease files / ai_parrot_advisors-1.2.4-py3-none-any.whl
| Download URL | ai_parrot_advisors-1.2.4-py3-none-any.whl |
|---|---|
| Size | 77.9 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
3eadbec56f507ab6e60402c5eca49aabe03c99cd202f36608950cfde19a0fbc2
|
|
BLAKE2b-256 checksum How to use checksums |
337df977357eeaaa014311954974ea471786750fce1a32ae09ef7f8080f43edb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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.
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 Oct 22, 2026.
Transparency logSecurity for ai-parrot-advisors 1.2.4
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
All 2 files in this release have been uploaded with provenance metadata.
Attestation for ai_parrot_advisors-1.2.4.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 Oct 22, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
