Skip to main content

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()

Metadata

Release files for ai-parrot-advisors 1.2.2

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

Source distribution (sdist)

Source distribution for ai-parrot-advisors 1.2.2
File Size Uploaded
ai_parrot_advisors-1.2.2.tar.gz 67.1 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for ai-parrot-advisors 1.2.2
File Interpreter ABI Platform
ai_parrot_advisors-1.2.2-py3-none-any.whl Python 3 none any Details

Total release size: 145.0 kB

Release files / ai_parrot_advisors-1.2.2.tar.gz

Download URL ai_parrot_advisors-1.2.2.tar.gz
Size 67.1 kB
Tags Source
SHA-256 checksum
How to use checksums
38b86055a5b006196947a57dd4d64eb531eb0676951603f3e4495112813b2fd6
BLAKE2b-256 checksum
How to use checksums
a594ac66d3ef1b7627553e2900fbecc022ad3050e0a2909409ad6f06a55fd7b6
Upload date
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.

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 14, 2026.

Transparency log

Release files / ai_parrot_advisors-1.2.2-py3-none-any.whl

Download URL ai_parrot_advisors-1.2.2-py3-none-any.whl
Size 77.9 kB
Tags Python 3
SHA-256 checksum
How to use checksums
1f7d9521d2bd7590ea83bc037851498442d37444868b98e492fe7f3759a6407c
BLAKE2b-256 checksum
How to use checksums
c83542e82ec6b00a240ec5e44f133411bf9915b9bc04b79cb5e4d5fca450f753
Upload date
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.

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 14, 2026.

Transparency log

Release history Release notifications | RSS feed

1.2.3

2 release files

This release

1.2.2 This release

2 release files

1.2.1

2 release files

1.2.0

2 release files

1.1.0

2 release files

1.0.7

2 release files

1.0.6

2 release files

1.0.5

2 release files

1.0.4

2 release files

1.0.3

2 release files

1.0.2

2 release files

1.0.1

2 release files

1.0.0

2 release files

0.3.1

2 release files

0.3.0

2 release files

0.2.1

2 release files

0.2.0

1 release file

0.1.34

2 release files

0.1.31

1 release file

0.1.27

1 release file

0.1.26

1 release file

0.1.25

2 release files

0.1.24

2 release files

0.1.23

2 release files

0.1.20

2 release files

0.1.19

2 release files

0.1.18

2 release files

0.1.17

2 release files

0.1.15

2 release files

0.1.14

2 release files

0.1.12

2 release files

0.1.11

2 release files

0.1.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page