mirror of https://github.com/openai/codex.git synced 2026-11-05 20:10:33 +00:00

Files

T

aojiao-oai 16ddd538bd Expose assistant content token counts in completion notifications (#59041 )

## What changed

Add optional `contentTokenCount` metadata to `item/completed` notifications, carrying the producer-supplied token count for each completed assistant message in default and plan modes. Counts include any sampled footer and are `null` when unavailable.

Keep this telemetry separate from stored thread items and omit it from subsequent model requests. Update the protocol schemas and generated TypeScript and Python types.

## Testing

Add coverage for per-message counts, including zero, in default and plan modes; missing and malformed metadata; backward-compatible notification decoding; and exclusion from subsequent model requests.

GitOrigin-RevId: 35973037a42650fa2d7569da8e88cb81215cf971

2026-11-03 02:26:29 +00:00

docs

Normalize formatting in docs, web assets, and sample scripts (#52256 )

2026-10-08 20:11:43 +00:00

examples

Embed friendly instructions in bundled GPT-5.4 and GPT-5.5 (#44930 )

2026-09-11 22:29:54 +00:00

notebooks

Embed friendly instructions in bundled GPT-5.4 and GPT-5.5 (#44930 )

2026-09-11 22:29:54 +00:00

scripts

Add audio file references with explicit runtime rejection (#58430 )

2026-10-30 20:53:25 +00:00

src/openai_codex

Expose assistant content token counts in completion notifications (#59041 )

2026-11-03 02:26:29 +00:00

tests

Add model provider configuration writes to the app-server (#58876 )

2026-11-02 12:22:22 +00:00

_runtime_setup.py

Support alpha hotfix release versions (#34463 )

2026-07-21 03:59:38 +00:00

BUILD.bazel

Add Bazel targets for on-demand schemas and Python SDK generation (#54096 )

2026-10-14 20:59:31 +00:00

pyproject.toml

Upgrade Python SDK model generation to datamodel-code-generator 0.64.0 (#56272 )

2026-10-22 21:40:58 +00:00

README.md

Add untrusted external messages to the Python SDK (#44086 )

2026-09-09 06:54:18 +00:00

release_version.py

Build Python SDK artifacts before publishing the runtime (#44061 )

2026-09-09 05:14:27 +00:00

RELEASING.md

Publish Python packages after stable CLI releases (#44067 )

2026-09-09 05:39:52 +00:00

uv.lock

Upgrade Python SDK model generation to datamodel-code-generator 0.64.0 (#56272 )

2026-10-22 21:40:58 +00:00

README.md

OpenAI Codex Python SDK

Build Python applications that start Codex threads, run turns, stream progress, and control workspace access.

Install

Install the SDK:

pip install openai-codex

Quickstart

The SDK reuses your existing Codex authentication when one is already available:

from openai_codex import Codex

with Codex() as codex:
    thread = codex.thread_start()
    result = thread.run("Explain this repository in three bullets.")
    print(result.final_response)

thread.run(...) returns a TurnResult containing the final response, collected items, and token usage.

Authentication

Existing Codex authentication is reused automatically. To start ChatGPT browser login explicitly:

from openai_codex import Codex

with Codex() as codex:
    login = codex.login_chatgpt()
    print(login.auth_url)
    print(login.wait().success)

For device-code login:

with Codex() as codex:
    login = codex.login_chatgpt_device_code()
    print(login.verification_url, login.user_code)
    login.wait()

For API-key login:

with Codex() as codex:
    codex.login_api_key("sk-...")

Built-In Help

Use Python's standard help(openai_codex), help(Codex), or python -m pydoc openai_codex documentation tools.

Documentation

The package is licensed under the repository Apache License 2.0.