* feat(lite): offer each model group's reasoning efforts in pi, OpenCode and Codex
lite pi, lite opencode and lite codex now read supported_reasoning_efforts from /model_group/info and write them into each client's model config. pi gets reasoning and a thinkingLevelMap, OpenCode gets reasoning_options plus one variant per effort, and Codex fallback entries get supported_reasoning_levels with a default level. The proxy-served Codex catalog on /v1/models?client_version= offers the same levels
Codex before 0.138.0 fails the whole catalog on an effort it cannot name, so those releases, and an unreadable version, get only the six efforts every release parses. A group with unknown efforts keeps today's output, and a group with none is written as non-reasoning
The strength order and nearest_declared_reasoning_effort move to an SDK-free module so the lite CLI, which loads without initializing the SDK, can import the Codex catalog
* fix(lite): describe team models by their public name and keep Codex's none default
/model_group/info now looks up a team's own deployments when the caller's
team serves the requested name, so a team model reports its reasoning levels.
Codex fallback entries default to none when the group lists it, and the proxy
builds the Codex catalog in a worker thread
* fix(lite): round Codex's default level down and describe a team's shared-name model from its own deployments
Move the reasoning strength helper to litellm_core_utils so lite and the Codex catalog import it without the SDK or the router, and let make lint-format-check-changed diff the working tree so a staged rename passes.
* fix(lite): keep pi's system role on reasoning model groups
pi switches its system prompt to the developer role for any model marked reasoning, so an operator's
cache_control_injection_points entry for role system stopped matching on Claude groups. lite pi now sets
compat.supportsDeveloperRole false on those entries, so pi sends system as it did before.
* fix(codex): treat a client_version too long to parse as an old Codex and keep undescribed stock levels
A client_version past Python's integer digit limit made the Codex catalog answer 500. It now gets the
levels every Codex parses. A stock Codex level with no description validates again, as on base, and
lite codex treats undecodable codex --version output as an unknown version
* fix(lite): keep REASONING_EFFORT_STRENGTH_ORDER importable from router_utils and skip the Codex sync on undecodable debug models output
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* fix(cli): give lite codex aliases of a Codex-known model that model's catalog entry
lite codex built its Codex model catalog from /v1/models ids only, so a proxy
alias of a model Codex knows (api-gpt-6-luna for openai/gpt-6-luna) got the
fallback entry. That entry has no supports_search_tool or tool_mode, so Codex
sent every MCP and app tool inline and each turn cost far more input tokens.
lite now reads each listed model's upstream from the proxy's /v1/model/info
(team_public_model_name when set, else model_name, first deployment wins) and
passes it to the shared catalog builder, the same way the proxy's own Codex
route does. If that request fails, the catalog is built as before.
* fix(cli): give a lite codex alias an upstream only when all its deployments route to one OpenAI model
* fix(cli): cap a lite codex alias's context window at its listed max_input_tokens and count only OpenAI-hosted deployments
* fix(cli): keep Codex's tier, upgrade and reasoning defaults off lite codex aliases
* fix(cli): keep Codex's own effort, verbosity and promo off lite codex aliases and skip credential-hosted deployments
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* feat(cli): keep the ChatGPT login with lite codex --subscription
`lite codex --subscription` points Codex at a `litellm_subscription` provider with requires_openai_auth on and no env_key, so Codex keeps its own ChatGPT login and the LiteLLM key is sent only in the x-litellm-api-key header from LITELLM_PROXY_API_KEY. OPENAI_API_KEY is left exactly as the user had it, and the pre-launch key check sends the key the same way
`codex_subscription` is a new `lite config` key that turns the flag on by default, like `claude_subscription` does for `lite claude`. The Claude `--settings` overlay now applies to Claude Code only
* fix(cli): leave the Codex Stop hook out of subscription launches and load tomli on Python 3.10
* fix(cli): leave OPENAI_BASE_URL as the user had it with lite codex --subscription
* fix(cli): give lite codex --subscription its own Codex provider id
* test(cli): type the Codex config override helpers
* fix(cli): leave the Codex model list to Codex in subscription mode
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
`lite claude --subscription` sends the LiteLLM key in the x-litellm-api-key header through
ANTHROPIC_CUSTOM_HEADERS and leaves ANTHROPIC_AUTH_TOKEN and ANTHROPIC_API_KEY unset, so Claude Code
stays on its claude.ai login and its connectors keep working. The pre-launch key check sends the key
the same way.
`claude_subscription` and `pkce` are now `lite config` keys that default the new
`--subscription/--no-subscription` flag on `lite claude` and the `--pkce/--no-pkce` flag on
`lite login`. The flags still win for a single run.
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* perf(cli): start lite without initializing the litellm SDK
lite and litellm-proxy now enter through a small litellm_cli package that imports the CLI against an uninitialized litellm package and runs the SDK __init__ in place only when something first uses it, so commands start in a fraction of a second instead of loading about 3,000 modules first.
* perf(cli): import only the lite subcommand being run
Each lite subcommand now loads its module when Click looks it up, so
lite logout no longer imports the autoroute wizard, agents, or the other
command groups. importlib.import_module and attribute reads on the SDK
also initialize it on first use, and an already imported litellm is
kept as is.
* fix(cli): initialize the SDK on a star import and test command bodies in thin mode
A from litellm import * after lite loaded the CLI used to see only the names the thin package had, so it now runs the full SDK init first. The thin-vs-full parity test now also runs logout and whoami, not just --help
* fix(cli): keep the import hooks until the lazy SDK init finishes
A thread that imported SDK code after the init restored the interpreter
imports could hold that module's import lock while waiting for the init,
and the init then waited on the same lock, so both threads hung. Other
threads now wait for the init before they load any new SDK code
* fix(cli): retry a failed lazy SDK init on the next use instead of leaving it half-run
* test(cli): bind the patched credentials client and autoroute dir in an order-independent way
* test(proxy): move auth, hooks, policy_engine and client tests into tests/unit/proxy
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(proxy): stub HIBP through respx by disabling the aiohttp transport
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(proxy): share the httpx transport fixture across proxy unit tests
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(proxy): restore proxy globals without a missing-value sentinel
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(proxy): package moved dirs and stub the login breach check at the HTTP boundary
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(proxy): isolate the mcp server manager per test
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: yuneng <yuneng@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-01 10:11:45 -07:00
Renamed from tests/test_litellm/proxy/client/cli/test_agents.py (Browse further)
