Index

_

__version__ (in module design_research_agents)

A

AnthropicServiceLLMClient (class in design_research_agents) artifacts_builder (design_research_agents.DelegateBatchStep attribute) (design_research_agents.DelegateStep attribute) (design_research_agents.LogicStep attribute) (design_research_agents.LoopStep attribute) (design_research_agents.MemoryReadStep attribute) (design_research_agents.MemoryWriteStep attribute) (design_research_agents.ModelStep attribute) (design_research_agents.ToolStep attribute)

AzureOpenAIServiceLLMClient (class in design_research_agents)

B

BeamSearchPattern (class in design_research_agents) BlackboardPattern (class in design_research_agents)

build_sinks() (design_research_agents.Tracer method) build_trace_path() (design_research_agents.Tracer method)

C

CallableToolConfig (class in design_research_agents) calls_builder (design_research_agents.DelegateBatchStep attribute) close() (design_research_agents.LlamaCppServerLLMClient method) (design_research_agents.OllamaLLMClient method) (design_research_agents.SGLangServerLLMClient method) (design_research_agents.Toolbox method) (design_research_agents.VLLMServerLLMClient method) command (design_research_agents.MCPServerConfig attribute) commands (design_research_agents.ScriptToolConfig attribute) compile() (design_research_agents.BeamSearchPattern method) (design_research_agents.DebatePattern method) (design_research_agents.DirectLLMCall method) (design_research_agents.MultiStepAgent method) (design_research_agents.PlanExecutePattern method) (design_research_agents.ProposeCriticPattern method) (design_research_agents.RAGPattern method) (design_research_agents.RoundBasedCoordinationPattern method) (design_research_agents.RouterDelegatePattern method) (design_research_agents.TwoSpeakerConversationPattern method)

CompiledExecution (class in design_research_agents) config (design_research_agents.Toolbox property) console_stream (design_research_agents.Tracer attribute) continue_predicate (design_research_agents.LoopStep attribute)

D

DebatePattern (class in design_research_agents) delegate (design_research_agents.DelegateStep attribute) delegate_name (design_research_agents.CompiledExecution attribute) DelegateBatchStep (class in design_research_agents) DelegateStep (class in design_research_agents) dependencies (design_research_agents.CompiledExecution attribute) (design_research_agents.DelegateBatchStep attribute) (design_research_agents.DelegateStep attribute) (design_research_agents.LogicStep attribute) (design_research_agents.LoopStep attribute) (design_research_agents.MemoryReadStep attribute) (design_research_agents.MemoryWriteStep attribute) (design_research_agents.ModelStep attribute) (design_research_agents.ToolStep attribute)

description (design_research_agents.CallableToolConfig attribute) (design_research_agents.ScriptToolConfig attribute) DirectLLMCall (class in design_research_agents)

E

enable_console (design_research_agents.Tracer attribute) enable_jsonl (design_research_agents.Tracer attribute) enabled (design_research_agents.Tracer attribute)

env (design_research_agents.MCPServerConfig attribute) env_allowlist (design_research_agents.MCPServerConfig attribute) execution_mode (design_research_agents.CompiledExecution attribute) (design_research_agents.LoopStep attribute)

F

fail_fast (design_research_agents.DelegateBatchStep attribute) failure_policy (design_research_agents.CompiledExecution attribute) (design_research_agents.LoopStep attribute)

filesystem_read (design_research_agents.ScriptToolConfig attribute) filesystem_write (design_research_agents.ScriptToolConfig attribute) finalize (design_research_agents.CompiledExecution attribute)

G

GeminiServiceLLMClient (class in design_research_agents)

GroqServiceLLMClient (class in design_research_agents)

H

handler (design_research_agents.CallableToolConfig attribute) (design_research_agents.LogicStep attribute)

I

id (design_research_agents.MCPServerConfig attribute) initial_state (design_research_agents.LoopStep attribute) input (design_research_agents.CompiledExecution attribute) input_builder (design_research_agents.ToolStep attribute)

input_data (design_research_agents.ToolStep attribute) input_schema (design_research_agents.CallableToolConfig attribute) (design_research_agents.ScriptToolConfig attribute) invoke() (design_research_agents.Toolbox method) invoke_dict() (design_research_agents.Toolbox method)

L

list_tools() (design_research_agents.Toolbox method) LlamaCppServerLLMClient (class in design_research_agents)

llm_client (design_research_agents.ModelStep attribute) LogicStep (class in design_research_agents) LoopStep (class in design_research_agents)

M

max_iterations (design_research_agents.LoopStep attribute) MCPServerConfig (class in design_research_agents) MemoryReadStep (class in design_research_agents) MemoryWriteStep (class in design_research_agents)

min_score (design_research_agents.MemoryReadStep attribute) MLXLocalLLMClient (class in design_research_agents) ModelSelector (class in design_research_agents) ModelStep (class in design_research_agents) MultiStepAgent (class in design_research_agents)

N

name (design_research_agents.CallableToolConfig attribute) (design_research_agents.ScriptToolConfig attribute)

namespace (design_research_agents.MemoryReadStep attribute) (design_research_agents.MemoryWriteStep attribute) network (design_research_agents.ScriptToolConfig attribute)

O

OllamaLLMClient (class in design_research_agents) OpenAICompatibleHTTPLLMClient (class in design_research_agents)

OpenAIServiceLLMClient (class in design_research_agents) output_schema (design_research_agents.CallableToolConfig attribute) (design_research_agents.ScriptToolConfig attribute)

P

path (design_research_agents.ScriptToolConfig attribute) permissions (design_research_agents.CallableToolConfig attribute) (design_research_agents.ScriptToolConfig attribute)

PlanExecutePattern (class in design_research_agents) prompt (design_research_agents.DelegateStep attribute) prompt_builder (design_research_agents.DelegateStep attribute) ProposeCriticPattern (class in design_research_agents)

Q

query_builder (design_research_agents.MemoryReadStep attribute)

R

RAGPattern (class in design_research_agents) records_builder (design_research_agents.MemoryWriteStep attribute) register_callable_tool() (design_research_agents.Toolbox method) register_tool() (design_research_agents.Toolbox method) registry (design_research_agents.Toolbox property) request_builder (design_research_agents.ModelStep attribute) request_id (design_research_agents.CompiledExecution attribute) resolve_latest_trace_path() (design_research_agents.Tracer method) response_parser (design_research_agents.ModelStep attribute) risky (design_research_agents.CallableToolConfig attribute) (design_research_agents.ScriptToolConfig attribute) RoundBasedCoordinationPattern (class in design_research_agents) route_map (design_research_agents.LogicStep attribute)

RouterDelegatePattern (class in design_research_agents) run() (design_research_agents.BeamSearchPattern method) (design_research_agents.CompiledExecution method) (design_research_agents.DebatePattern method) (design_research_agents.DirectLLMCall method) (design_research_agents.MultiStepAgent method) (design_research_agents.PlanExecutePattern method) (design_research_agents.ProposeCriticPattern method) (design_research_agents.RAGPattern method) (design_research_agents.RoundBasedCoordinationPattern method) (design_research_agents.RouterDelegatePattern method) (design_research_agents.TwoSpeakerConversationPattern method) (design_research_agents.Workflow method) run_callable() (design_research_agents.Tracer method)

S

ScriptToolConfig (class in design_research_agents) select() (design_research_agents.ModelSelector method) SGLangServerLLMClient (class in design_research_agents) state_reducer (design_research_agents.LoopStep attribute) step_id (design_research_agents.DelegateBatchStep attribute) (design_research_agents.DelegateStep attribute) (design_research_agents.LogicStep attribute) (design_research_agents.LoopStep attribute) (design_research_agents.MemoryReadStep attribute) (design_research_agents.MemoryWriteStep attribute) (design_research_agents.ModelStep attribute) (design_research_agents.ToolStep attribute)

steps (design_research_agents.LoopStep attribute)

T

timeout_s (design_research_agents.MCPServerConfig attribute) (design_research_agents.ScriptToolConfig attribute) tool_name (design_research_agents.ToolStep attribute) Toolbox (class in design_research_agents) ToolStep (class in design_research_agents) top_k (design_research_agents.MemoryReadStep attribute) trace_dir (design_research_agents.Tracer attribute)

trace_info() (design_research_agents.Tracer method) trace_input (design_research_agents.CompiledExecution attribute) Tracer (class in design_research_agents) tracer (design_research_agents.CompiledExecution attribute) TransformersLocalLLMClient (class in design_research_agents) TwoSpeakerConversationPattern (class in design_research_agents) type (design_research_agents.MCPServerConfig attribute)

V

VLLMServerLLMClient (class in design_research_agents)

W

Workflow (class in design_research_agents) workflow (design_research_agents.CompiledExecution attribute) (design_research_agents.MultiStepAgent property)

workflow_request_id (design_research_agents.CompiledExecution attribute)