Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
194 changes: 121 additions & 73 deletions agent/agent_runtime_helpers.py
Original file line number Diff line number Diff line change
Expand Up @@ -1361,81 +1361,129 @@ def switch_model(agent, new_model, new_provider, api_key='', base_url='', api_mo
old_model = agent.model
old_provider = agent.provider

# Clear the per-config context_length override so the new model's
# actual context window is resolved via get_model_context_length()
# instead of inheriting the stale value from the previous model.
agent._config_context_length = None

# ── Swap core runtime fields ──
agent.model = new_model
agent.provider = new_provider
# Use new base_url when provided; only fall back to current when the
# new provider genuinely has no endpoint (e.g. native SDK providers).
# Without this guard the old provider's URL (e.g. Ollama's localhost
# address) would persist silently after switching to a cloud provider
# that returns an empty base_url string.
if base_url:
agent.base_url = base_url
agent.api_mode = api_mode
# Invalidate transport cache — new api_mode may need a different transport
if hasattr(agent, "_transport_cache"):
agent._transport_cache.clear()
if api_key:
agent.api_key = api_key

# ── Build new client ──
if api_mode == "anthropic_messages":
from agent.anthropic_adapter import (
build_anthropic_client,
resolve_anthropic_token,
_is_oauth_token,
# ── Snapshot all fields the swap+rebuild can mutate ──
# If the rebuild raises (bad API key, network error, build_anthropic_client
# failure, etc.) we restore these atomically so the agent isn't left with a
# new model/provider name paired with the OLD client — that mismatch causes
# HTTP 400s like "claude-sonnet-4-6 is not supported on openai-codex" on the
# next turn. Callers in cli.py / gateway/run.py / tui_gateway/server.py
# catch the re-raised exception and show the user a warning; without this
# rollback the warning is misleading because the swap partially succeeded.
# Use a sentinel so we can distinguish "attribute was unset" from
# "attribute was None" and skip the restore for genuinely-missing
# attributes (tests construct bare agents via __new__ without all fields).
_MISSING = object()
_snapshot = {
name: getattr(agent, name, _MISSING)
for name in (
"model",
"provider",
"base_url",
"api_mode",
"api_key",
"client",
"_anthropic_client",
"_anthropic_api_key",
"_anthropic_base_url",
"_is_anthropic_oauth",
"_config_context_length",
)
# Only fall back to ANTHROPIC_TOKEN when the provider is actually Anthropic.
# Other anthropic_messages providers (MiniMax, Alibaba, etc.) must use their own
# API key — falling back would send Anthropic credentials to third-party endpoints.
_is_native_anthropic = new_provider == "anthropic"
effective_key = (api_key or agent.api_key or resolve_anthropic_token() or "") if _is_native_anthropic else (api_key or agent.api_key or "")

# MiniMax OAuth: swap static string for a per-request callable token
# provider so the rebuilt client survives 15-min token expiry. See
# the matching block in agent_init.py for the full rationale.
if new_provider == "minimax-oauth" and isinstance(effective_key, str) and effective_key:
try:
from hermes_cli.auth import build_minimax_oauth_token_provider
effective_key = build_minimax_oauth_token_provider()
except Exception as _mm_exc: # noqa: BLE001
import logging as _logging
_logging.getLogger(__name__).warning(
"MiniMax OAuth: failed to install per-request token provider "
"on switch (%s); using static bearer.",
_mm_exc,
)
}
# _client_kwargs is a dict — snapshot a shallow copy so mutating the
# live dict doesn't poison the rollback target.
_snapshot["_client_kwargs"] = dict(getattr(agent, "_client_kwargs", {}) or {})

agent.api_key = effective_key
agent._anthropic_api_key = effective_key
agent._anthropic_base_url = base_url or getattr(agent, "_anthropic_base_url", None)
agent._anthropic_client = build_anthropic_client(
effective_key, agent._anthropic_base_url,
timeout=get_provider_request_timeout(agent.provider, agent.model),
)
agent._is_anthropic_oauth = _is_oauth_token(effective_key) if (_is_native_anthropic and isinstance(effective_key, str)) else False
agent.client = None
agent._client_kwargs = {}
else:
effective_key = api_key or agent.api_key
effective_base = base_url or agent.base_url
agent._client_kwargs = {
"api_key": effective_key,
"base_url": effective_base,
}
_sm_timeout = get_provider_request_timeout(agent.provider, agent.model)
if _sm_timeout is not None:
agent._client_kwargs["timeout"] = _sm_timeout
agent.client = agent._create_openai_client(
dict(agent._client_kwargs),
reason="switch_model",
shared=True,
)
try:
# Clear the per-config context_length override so the new model's
# actual context window is resolved via get_model_context_length()
# instead of inheriting the stale value from the previous model.
agent._config_context_length = None

# ── Swap core runtime fields ──
agent.model = new_model
agent.provider = new_provider
# Use new base_url when provided; only fall back to current when the
# new provider genuinely has no endpoint (e.g. native SDK providers).
# Without this guard the old provider's URL (e.g. Ollama's localhost
# address) would persist silently after switching to a cloud provider
# that returns an empty base_url string.
if base_url:
agent.base_url = base_url
agent.api_mode = api_mode
# Invalidate transport cache — new api_mode may need a different transport
if hasattr(agent, "_transport_cache"):
agent._transport_cache.clear()
if api_key:
agent.api_key = api_key

# ── Build new client ──
if api_mode == "anthropic_messages":
from agent.anthropic_adapter import (
build_anthropic_client,
resolve_anthropic_token,
_is_oauth_token,
)
# Only fall back to ANTHROPIC_TOKEN when the provider is actually Anthropic.
# Other anthropic_messages providers (MiniMax, Alibaba, etc.) must use their own
# API key — falling back would send Anthropic credentials to third-party endpoints.
_is_native_anthropic = new_provider == "anthropic"
effective_key = (api_key or agent.api_key or resolve_anthropic_token() or "") if _is_native_anthropic else (api_key or agent.api_key or "")

# MiniMax OAuth: swap static string for a per-request callable token
# provider so the rebuilt client survives 15-min token expiry. See
# the matching block in agent_init.py for the full rationale.
if new_provider == "minimax-oauth" and isinstance(effective_key, str) and effective_key:
try:
from hermes_cli.auth import build_minimax_oauth_token_provider
effective_key = build_minimax_oauth_token_provider()
except Exception as _mm_exc: # noqa: BLE001
import logging as _logging
_logging.getLogger(__name__).warning(
"MiniMax OAuth: failed to install per-request token provider "
"on switch (%s); using static bearer.",
_mm_exc,
)

agent.api_key = effective_key
agent._anthropic_api_key = effective_key
agent._anthropic_base_url = base_url or getattr(agent, "_anthropic_base_url", None)
agent._anthropic_client = build_anthropic_client(
effective_key, agent._anthropic_base_url,
timeout=get_provider_request_timeout(agent.provider, agent.model),
)
agent._is_anthropic_oauth = _is_oauth_token(effective_key) if (_is_native_anthropic and isinstance(effective_key, str)) else False
agent.client = None
agent._client_kwargs = {}
else:
effective_key = api_key or agent.api_key
effective_base = base_url or agent.base_url
agent._client_kwargs = {
"api_key": effective_key,
"base_url": effective_base,
}
_sm_timeout = get_provider_request_timeout(agent.provider, agent.model)
if _sm_timeout is not None:
agent._client_kwargs["timeout"] = _sm_timeout
agent.client = agent._create_openai_client(
dict(agent._client_kwargs),
reason="switch_model",
shared=True,
)
except Exception:
# Rollback every mutated field to the pre-swap snapshot so the agent
# is left consistent (old model + old provider + old client) and the
# caller's exception handler can surface a meaningful warning. The
# exception is re-raised; cli.py / gateway/run.py / tui_gateway catch
# it and print "Agent swap failed; change applied to next session".
for _name, _value in _snapshot.items():
if _value is _MISSING:
# Attribute did not exist before the swap — don't fabricate it.
continue
try:
setattr(agent, _name, _value)
except Exception: # noqa: BLE001
pass
raise

# ── Re-evaluate prompt caching ──
agent._use_prompt_caching, agent._use_native_cache_layout = (
Expand Down
Loading
Loading