steamship.agents.react package#

Submodules#

steamship.agents.react.output_parser module#

class steamship.agents.react.output_parser.ReACTOutputParser(*, tools_lookup_dict: Optional[Dict[str, Tool]] = None)[source]#

Bases: OutputParser

Parse LLM output expecting structure matching ReACTAgent default prompt.

parse(text: str, context: AgentContext) → Action[source]#

Convert text into an Action object.

tools_lookup_dict: Optional[Dict[str, Tool]]#

steamship.agents.react.react module#

class steamship.agents.react.react.ReACTAgent(tools: List[Tool], llm: LLM)[source]#

Bases: LLMAgent

Selects actions for AgentService based on a ReACT style LLM Prompt and a configured set of Tools.

next_action(context: AgentContext) → Action[source]#

Module contents#

class steamship.agents.react.ReACTAgent(tools: List[Tool], llm: LLM)[source]#

Bases: LLMAgent

Selects actions for AgentService based on a ReACT style LLM Prompt and a configured set of Tools.

next_action(context: AgentContext) → Action[source]#
class steamship.agents.react.ReACTOutputParser(*, tools_lookup_dict: Optional[Dict[str, Tool]] = None)[source]#

Bases: OutputParser

Parse LLM output expecting structure matching ReACTAgent default prompt.

parse(text: str, context: AgentContext) → Action[source]#

Convert text into an Action object.

tools_lookup_dict: Optional[Dict[str, Tool]]#