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## Why Clients reconciling saved thread IDs need to retrieve matching summaries within the current list filters, including threads beyond the first page of history. ## What changed - Add `includedThreadIds` with up to 100 entries, applied before pagination alongside existing filters. Exclusions take precedence, and results retain the requested list sort. - Treat omitted or null inclusions as unrestricted and an empty array as matching nothing. Reject invalid IDs and oversized arrays without truncating them. - Use indexed metadata and primary-key lookups for local inclusion queries, without scanning rollouts for repairs. IDs absent from the index do not match. - Update protocol schemas, generated bindings, and documentation, including guidance to verify server support before treating missing saved IDs as removals. ## Testing Add coverage for saved IDs across project moves and archiving, pagination, exclusions, validation limits, and combinations with search, account, and relationship filters. Add a SQLite query-plan test for primary-key lookups across scopes. GitOrigin-RevId: 90b02a12aee5716f872a9d5d6168d23cf86c6333
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.