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from prompt_toolkit import PromptSession, print_formatted_text | |
from prompt_toolkit.completion import FuzzyWordCompleter | |
from prompt_toolkit.formatted_text import HTML | |
from prompt_toolkit.shortcuts import print_container | |
from prompt_toolkit.widgets import Frame, TextArea | |
from pydantic import SecretStr | |
from openhands.cli.tui import ( | |
COLOR_GREY, | |
UserCancelledError, | |
cli_confirm, | |
kb_cancel, | |
) | |
from openhands.cli.utils import ( | |
VERIFIED_ANTHROPIC_MODELS, | |
VERIFIED_OPENAI_MODELS, | |
VERIFIED_PROVIDERS, | |
organize_models_and_providers, | |
) | |
from openhands.controller.agent import Agent | |
from openhands.core.config import OpenHandsConfig | |
from openhands.core.config.condenser_config import NoOpCondenserConfig | |
from openhands.core.config.utils import OH_DEFAULT_AGENT | |
from openhands.memory.condenser.impl.llm_summarizing_condenser import ( | |
LLMSummarizingCondenserConfig, | |
) | |
from openhands.storage.data_models.settings import Settings | |
from openhands.storage.settings.file_settings_store import FileSettingsStore | |
from openhands.utils.llm import get_supported_llm_models | |
def display_settings(config: OpenHandsConfig) -> None: | |
llm_config = config.get_llm_config() | |
advanced_llm_settings = True if llm_config.base_url else False | |
# Prepare labels and values based on settings | |
labels_and_values = [] | |
if not advanced_llm_settings: | |
# Attempt to determine provider, fallback if not directly available | |
provider = getattr( | |
llm_config, | |
'provider', | |
llm_config.model.split('/')[0] if '/' in llm_config.model else 'Unknown', | |
) | |
labels_and_values.extend( | |
[ | |
(' LLM Provider', str(provider)), | |
(' LLM Model', str(llm_config.model)), | |
(' API Key', '********' if llm_config.api_key else 'Not Set'), | |
] | |
) | |
else: | |
labels_and_values.extend( | |
[ | |
(' Custom Model', str(llm_config.model)), | |
(' Base URL', str(llm_config.base_url)), | |
(' API Key', '********' if llm_config.api_key else 'Not Set'), | |
] | |
) | |
# Common settings | |
labels_and_values.extend( | |
[ | |
(' Agent', str(config.default_agent)), | |
( | |
' Confirmation Mode', | |
'Enabled' if config.security.confirmation_mode else 'Disabled', | |
), | |
( | |
' Memory Condensation', | |
'Enabled' if config.enable_default_condenser else 'Disabled', | |
), | |
] | |
) | |
# Calculate max widths for alignment | |
# Ensure values are strings for len() calculation | |
str_labels_and_values = [(label, str(value)) for label, value in labels_and_values] | |
max_label_width = ( | |
max(len(label) for label, _ in str_labels_and_values) | |
if str_labels_and_values | |
else 0 | |
) | |
# Construct the summary text with aligned columns | |
settings_lines = [ | |
f'{label + ":":<{max_label_width + 1}} {value:<}' # Changed value alignment to left (<) | |
for label, value in str_labels_and_values | |
] | |
settings_text = '\n'.join(settings_lines) | |
container = Frame( | |
TextArea( | |
text=settings_text, | |
read_only=True, | |
style=COLOR_GREY, | |
wrap_lines=True, | |
), | |
title='Settings', | |
style=f'fg:{COLOR_GREY}', | |
) | |
print_container(container) | |
async def get_validated_input( | |
session: PromptSession, | |
prompt_text: str, | |
completer=None, | |
validator=None, | |
error_message: str = 'Input cannot be empty', | |
) -> str: | |
session.completer = completer | |
value = None | |
while True: | |
value = await session.prompt_async(prompt_text) | |
if validator: | |
is_valid = validator(value) | |
if not is_valid: | |
print_formatted_text('') | |
print_formatted_text(HTML(f'<grey>{error_message}: {value}</grey>')) | |
print_formatted_text('') | |
continue | |
elif not value: | |
print_formatted_text('') | |
print_formatted_text(HTML(f'<grey>{error_message}</grey>')) | |
print_formatted_text('') | |
continue | |
break | |
return value | |
def save_settings_confirmation() -> bool: | |
return ( | |
cli_confirm( | |
'\nSave new settings? (They will take effect after restart)', | |
['Yes, save', 'No, discard'], | |
) | |
== 0 | |
) | |
async def modify_llm_settings_basic( | |
config: OpenHandsConfig, settings_store: FileSettingsStore | |
) -> None: | |
model_list = get_supported_llm_models(config) | |
organized_models = organize_models_and_providers(model_list) | |
provider_list = list(organized_models.keys()) | |
verified_providers = [p for p in VERIFIED_PROVIDERS if p in provider_list] | |
provider_list = [p for p in provider_list if p not in verified_providers] | |
provider_list = verified_providers + provider_list | |
provider_completer = FuzzyWordCompleter(provider_list) | |
session = PromptSession(key_bindings=kb_cancel()) | |
# Set default provider - use the first available provider from the list | |
provider = provider_list[0] if provider_list else 'openai' | |
model = None | |
api_key = None | |
try: | |
# Show the default provider but allow changing it | |
print_formatted_text( | |
HTML(f'\n<grey>Default provider: </grey><green>{provider}</green>') | |
) | |
change_provider = ( | |
cli_confirm( | |
'Do you want to use a different provider?', | |
[f'Use {provider}', 'Select another provider'], | |
) | |
== 1 | |
) | |
if change_provider: | |
# Define a validator function that prints an error message | |
def provider_validator(x): | |
is_valid = x in organized_models | |
if not is_valid: | |
print_formatted_text( | |
HTML('<grey>Invalid provider selected: {}</grey>'.format(x)) | |
) | |
return is_valid | |
provider = await get_validated_input( | |
session, | |
'(Step 1/3) Select LLM Provider (TAB for options, CTRL-c to cancel): ', | |
completer=provider_completer, | |
validator=provider_validator, | |
error_message='Invalid provider selected', | |
) | |
# Make sure the provider exists in organized_models | |
if provider not in organized_models: | |
# If the provider doesn't exist, use the first available provider | |
provider = ( | |
next(iter(organized_models.keys())) if organized_models else 'openai' | |
) | |
provider_models = organized_models[provider]['models'] | |
if provider == 'openai': | |
provider_models = [ | |
m for m in provider_models if m not in VERIFIED_OPENAI_MODELS | |
] | |
provider_models = VERIFIED_OPENAI_MODELS + provider_models | |
if provider == 'anthropic': | |
provider_models = [ | |
m for m in provider_models if m not in VERIFIED_ANTHROPIC_MODELS | |
] | |
provider_models = VERIFIED_ANTHROPIC_MODELS + provider_models | |
# Set default model to the first model in the list | |
default_model = provider_models[0] if provider_models else 'gpt-4' | |
# Show the default model but allow changing it | |
print_formatted_text( | |
HTML(f'\n<grey>Default model: </grey><green>{default_model}</green>') | |
) | |
change_model = ( | |
cli_confirm( | |
'Do you want to use a different model?', | |
[f'Use {default_model}', 'Select another model'], | |
) | |
== 1 | |
) | |
if change_model: | |
model_completer = FuzzyWordCompleter(provider_models) | |
# Define a validator function that prints an error message | |
def model_validator(x): | |
is_valid = x in provider_models | |
if not is_valid: | |
print_formatted_text( | |
HTML( | |
f'<grey>Invalid model selected for provider {provider}: {x}</grey>' | |
) | |
) | |
return is_valid | |
model = await get_validated_input( | |
session, | |
'(Step 2/3) Select LLM Model (TAB for options, CTRL-c to cancel): ', | |
completer=model_completer, | |
validator=model_validator, | |
error_message=f'Invalid model selected for provider {provider}', | |
) | |
else: | |
# Use the default model | |
model = default_model | |
api_key = await get_validated_input( | |
session, | |
'(Step 3/3) Enter API Key (CTRL-c to cancel): ', | |
error_message='API Key cannot be empty', | |
) | |
except ( | |
UserCancelledError, | |
KeyboardInterrupt, | |
EOFError, | |
): | |
return # Return on exception | |
# The try-except block above ensures we either have valid inputs or we've already returned | |
# No need to check for None values here | |
save_settings = save_settings_confirmation() | |
if not save_settings: | |
return | |
llm_config = config.get_llm_config() | |
llm_config.model = f'{provider}{organized_models[provider]["separator"]}{model}' | |
llm_config.api_key = SecretStr(api_key) | |
llm_config.base_url = None | |
config.set_llm_config(llm_config) | |
config.default_agent = OH_DEFAULT_AGENT | |
config.enable_default_condenser = True | |
agent_config = config.get_agent_config(config.default_agent) | |
agent_config.condenser = LLMSummarizingCondenserConfig( | |
llm_config=llm_config, | |
type='llm', | |
) | |
config.set_agent_config(agent_config, config.default_agent) | |
settings = await settings_store.load() | |
if not settings: | |
settings = Settings() | |
settings.llm_model = f'{provider}{organized_models[provider]["separator"]}{model}' | |
settings.llm_api_key = SecretStr(api_key) | |
settings.llm_base_url = None | |
settings.agent = OH_DEFAULT_AGENT | |
settings.enable_default_condenser = True | |
await settings_store.store(settings) | |
async def modify_llm_settings_advanced( | |
config: OpenHandsConfig, settings_store: FileSettingsStore | |
) -> None: | |
session = PromptSession(key_bindings=kb_cancel()) | |
custom_model = None | |
base_url = None | |
api_key = None | |
agent = None | |
try: | |
custom_model = await get_validated_input( | |
session, | |
'(Step 1/6) Custom Model (CTRL-c to cancel): ', | |
error_message='Custom Model cannot be empty', | |
) | |
base_url = await get_validated_input( | |
session, | |
'(Step 2/6) Base URL (CTRL-c to cancel): ', | |
error_message='Base URL cannot be empty', | |
) | |
api_key = await get_validated_input( | |
session, | |
'(Step 3/6) API Key (CTRL-c to cancel): ', | |
error_message='API Key cannot be empty', | |
) | |
agent_list = Agent.list_agents() | |
agent_completer = FuzzyWordCompleter(agent_list) | |
agent = await get_validated_input( | |
session, | |
'(Step 4/6) Agent (TAB for options, CTRL-c to cancel): ', | |
completer=agent_completer, | |
validator=lambda x: x in agent_list, | |
error_message='Invalid agent selected', | |
) | |
enable_confirmation_mode = ( | |
cli_confirm( | |
question='(Step 5/6) Confirmation Mode (CTRL-c to cancel):', | |
choices=['Enable', 'Disable'], | |
) | |
== 0 | |
) | |
enable_memory_condensation = ( | |
cli_confirm( | |
question='(Step 6/6) Memory Condensation (CTRL-c to cancel):', | |
choices=['Enable', 'Disable'], | |
) | |
== 0 | |
) | |
except ( | |
UserCancelledError, | |
KeyboardInterrupt, | |
EOFError, | |
): | |
return # Return on exception | |
# The try-except block above ensures we either have valid inputs or we've already returned | |
# No need to check for None values here | |
save_settings = save_settings_confirmation() | |
if not save_settings: | |
return | |
llm_config = config.get_llm_config() | |
llm_config.model = custom_model | |
llm_config.base_url = base_url | |
llm_config.api_key = SecretStr(api_key) | |
config.set_llm_config(llm_config) | |
config.default_agent = agent | |
config.security.confirmation_mode = enable_confirmation_mode | |
agent_config = config.get_agent_config(config.default_agent) | |
if enable_memory_condensation: | |
agent_config.condenser = LLMSummarizingCondenserConfig( | |
llm_config=llm_config, | |
type='llm', | |
) | |
else: | |
agent_config.condenser = NoOpCondenserConfig(type='noop') | |
config.set_agent_config(agent_config) | |
settings = await settings_store.load() | |
if not settings: | |
settings = Settings() | |
settings.llm_model = custom_model | |
settings.llm_api_key = SecretStr(api_key) | |
settings.llm_base_url = base_url | |
settings.agent = agent | |
settings.confirmation_mode = enable_confirmation_mode | |
settings.enable_default_condenser = enable_memory_condensation | |
await settings_store.store(settings) | |