AGENTS.md@public/files/airflow/providers/common/ai agentsA
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What the file says
<!-- SPDX-License-Identifier: Apache-2.0
https://www.apache.org/licenses/LICENSE-2.0 -->
# Common AI Provider — Agent Instructions
This provider wraps [pydantic-ai](https://ai.pydantic.dev/) to connect Airflow pipelines to LLMs.
The hook is a thin bridge between Airflow connections and pydantic-ai's model/provider abstractions.
## Design Principles
- **Delegate to pydantic-ai.** pydantic-ai supports 20+ providers (OpenAI, Anthropic, Google, Azure,
Bedrock, Ollama, etc.) via `infer_model()` and provider classes like `AzureProvider`, `BedrockProvider`.
Do not re-implement provider-specific logic that pydantic-ai handles.
Before writing new code, check: https://ai.pydantic.dev/models/
- **Keep the hook thin.** `PydanticAIHook.get_conn()` maps Airflow connection fields to pydantic-ai
constructors. That is the hook's entire job. Do not add abstraction layers (builders, factories,
registries, Protocols) on top of pydantic-ai's own abstractions.
- **No premature abstraction.** Do not add Protocols, builder patterns, or plugin systems for a single
code path. Wait until there are 3+ concrete use cases before introducing an abstraction.
…Read the whole file at its exact version.
How to install
mdr add modem-dev/ossrules/public/files/airflow/providers/common/ai/AGENTS.md@git:20260915.997c05bmdr add modem-dev/ossrules/public/files/airflow/providers/common/ai/AGENTS.md@sha256:6b0f14c9c259c2cbPin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_xgrxqpzybluahht6)
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Source
modem-dev/ossrules · 52 stars · license MIT · pushed 2026-09-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xgrxqpzybluahht6 GET https://markdownregistry.com/api/v1/resolve?ref=modem-dev/ossrules/public/files/airflow/providers/common/ai/AGENTS.md GET https://markdownregistry.com/api/v1/blob/6b0f14c9c259c2cb49170ce117094c6929dc6ecbbb8babbe7a8dcd64f54452fc
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.