Index

_

__init__() (kodeagent.agents.csv_agent.CSVAnalysisAgent method) (kodeagent.code_reviewer.CodeSecurityReviewer method) (kodeagent.code_runner.CodeRunner method) (kodeagent.code_runner.CodeRunnerEnv method) (kodeagent.code_runner.CodeRunResult method) (kodeagent.code_runner.E2BCodeRunnerEnv method) (kodeagent.code_runner.HostCodeRunnerEnv method) (kodeagent.fca.AgentResponse method) (kodeagent.fca.FunctionCallingAgent method) (kodeagent.fca.Task method) (kodeagent.history_formatter.CodeActHistoryFormatter method) (kodeagent.history_formatter.HistoryFormatter method) (kodeagent.history_formatter.LLMMessage method) (kodeagent.history_formatter.ReActHistoryFormatter method) (kodeagent.kodeagent.Agent method) (kodeagent.kodeagent.CodeActAgent method) (kodeagent.kodeagent.ReActAgent method) (kodeagent.models.AgentPlan method) (kodeagent.models.AgentResponse method) (kodeagent.models.ChatMessage method) (kodeagent.models.CodeActChatMessage method) (kodeagent.models.CodeReview method) (kodeagent.models.ComponentUsage method) (kodeagent.models.ObserverResponse method) (kodeagent.models.PlanStep method) (kodeagent.models.ReActChatMessage method) (kodeagent.models.Task method) (kodeagent.models.UsageMetrics method) (kodeagent.orchestrator.Observer method) (kodeagent.orchestrator.Planner method) (kodeagent.pattern_detector.SecurityPatternDetector method) (kodeagent.tracer.AbstractObservation method) (kodeagent.tracer.AbstractTracerManager method) (kodeagent.tracer.LangfuseObservation method) (kodeagent.tracer.LangfuseTracerManager method) (kodeagent.tracer.LangSmithObservation method) (kodeagent.tracer.LangSmithTracerManager method) (kodeagent.tracer.NoOpObservation method) (kodeagent.tracer.NoOpTracerManager method) (kodeagent.usage_tracker.UsageTracker method)

A

AbstractObservation (class in kodeagent.tracer), [1] AbstractTracerManager (class in kodeagent.tracer), [1] action (kodeagent.models.ReActChatMessage attribute) add_output_file() (kodeagent.kodeagent.Agent method) add_to_history() (kodeagent.kodeagent.Agent method) Agent (class in kodeagent.kodeagent), [1] AGENT_RESPONSE_TYPES (in module kodeagent.models)

AgentPlan (class in kodeagent.models), [1] AgentResponse (class in kodeagent.fca) (class in kodeagent.models), [1] allowed_imports (kodeagent.kodeagent.CodeActAgent attribute) analyze_code_patterns() (in module kodeagent.pattern_detector), [1] args (kodeagent.models.ReActChatMessage attribute) artifacts (kodeagent.kodeagent.Agent property) assess_column() (in module kodeagent.agents.csv_agent), [1]

B

build_tool_schema() (in module kodeagent.kutils), [1]

C

calculator() (in module kodeagent.tools), [1] call_count (kodeagent.models.ComponentUsage attribute) call_llm() (in module kodeagent.kutils), [1] channel (kodeagent.models.AgentResponse attribute) chat_history (kodeagent.kodeagent.Agent attribute) ChatMessage (class in kodeagent.models), [1] check_imports() (kodeagent.code_runner.CodeRunner method) clean_json_string() (in module kodeagent.kutils), [1] cleanup() (kodeagent.code_runner.CodeRunner method) (kodeagent.code_runner.CodeRunnerEnv method) (kodeagent.code_runner.E2BCodeRunnerEnv method) clear_history() (kodeagent.kodeagent.Agent method) code (kodeagent.models.CodeActChatMessage attribute) CODE_ENV_NAMES (in module kodeagent.code_runner) CodeActAgent (class in kodeagent.kodeagent), [1] CodeActChatMessage (class in kodeagent.models), [1] CodeActHistoryFormatter (class in kodeagent.history_formatter), [1] CodeReview (class in kodeagent.models), [1] CodeRunner (class in kodeagent.code_runner), [1]

CodeRunnerEnv (class in kodeagent.code_runner), [1] CodeRunResult (class in kodeagent.code_runner), [1] CodeSecurityError CodeSecurityReviewer (class in kodeagent.code_reviewer), [1] combine_user_messages() (in module kodeagent.kutils), [1] compare_groups() (in module kodeagent.agents.csv_agent), [1] completion_tokens (kodeagent.models.UsageMetrics attribute) component_name (kodeagent.models.ComponentUsage attribute) ComponentUsage (class in kodeagent.models), [1] content (kodeagent.models.ChatMessage attribute) (kodeagent.models.CodeActChatMessage attribute) (kodeagent.models.ReActChatMessage attribute) correction_message (kodeagent.models.ObserverResponse attribute) cost (kodeagent.models.UsageMetrics attribute) create_plan() (kodeagent.orchestrator.Planner method) create_tracer_manager() (in module kodeagent.tracer), [1] CSVAnalysisAgent (class in kodeagent.agents) (class in kodeagent.agents.csv_agent), [1] current_plan (kodeagent.kodeagent.Agent property) current_trace (kodeagent.kodeagent.Agent attribute)

D

DANGEROUS_BUILTINS (in module kodeagent.code_runner) DEFAULT_ALLOWED_IMPORTS (in module kodeagent.code_runner) DEFAULT_TOOLS_IMPORTS (in module kodeagent.tools) description (kodeagent.kodeagent.Agent attribute) (kodeagent.models.PlanStep attribute) (kodeagent.models.Task attribute)

detect_file_type() (in module kodeagent.kutils), [1] download_file() (in module kodeagent.tools), [1] download_files_from_remote() (kodeagent.code_runner.CodeRunner method) (kodeagent.code_runner.CodeRunnerEnv method) (kodeagent.code_runner.E2BCodeRunnerEnv method) (kodeagent.code_runner.HostCodeRunnerEnv method)

E

E2BCodeRunnerEnv (class in kodeagent.code_runner), [1] effective_work_dir (kodeagent.code_runner.CodeRunnerEnv property) end() (kodeagent.tracer.AbstractObservation method) (kodeagent.tracer.LangfuseObservation method) (kodeagent.tracer.LangSmithObservation method) (kodeagent.tracer.NoOpObservation method)

env_vars_to_set (kodeagent.kodeagent.CodeActAgent attribute) extract_as_markdown() (in module kodeagent.tools), [1]

F

files (kodeagent.models.ChatMessage attribute) (kodeagent.models.Task attribute) filter_tools_for_task (kodeagent.kodeagent.Agent attribute) final_answer (kodeagent.models.CodeActChatMessage attribute) (kodeagent.models.ReActChatMessage attribute) final_answer() (in module kodeagent.fca), [1] final_answer_found (kodeagent.kodeagent.Agent attribute) find_anomalies() (in module kodeagent.agents.csv_agent), [1] find_correlations() (in module kodeagent.agents.csv_agent), [1]

find_trends() (in module kodeagent.agents.csv_agent), [1] flush() (kodeagent.tracer.AbstractTracerManager method) (kodeagent.tracer.LangfuseTracerManager method) (kodeagent.tracer.LangSmithTracerManager method) (kodeagent.tracer.NoOpTracerManager method) format_report() (kodeagent.usage_tracker.UsageTracker method) format_tool_call() (kodeagent.history_formatter.CodeActHistoryFormatter method) (kodeagent.history_formatter.HistoryFormatter method) (kodeagent.history_formatter.ReActHistoryFormatter method) FunctionCallingAgent (class in kodeagent.fca), [1]

G

generate_image() (in module kodeagent.tools), [1] generated_files (kodeagent.code_runner.CodeRunResult attribute) get() (kodeagent.history_formatter.LLMMessage method) get_df_schema() (in module kodeagent.agents.csv_agent), [1] get_formatted_plan() (kodeagent.orchestrator.Planner method) get_history() (kodeagent.kodeagent.Agent method) get_logger() (in module kodeagent.kutils), [1] get_steps_done() (kodeagent.orchestrator.Planner method) get_steps_pending() (kodeagent.orchestrator.Planner method)

get_summary_stats() (in module kodeagent.agents.csv_agent), [1] get_system_prompt_content() (kodeagent.kodeagent.Agent method) (kodeagent.kodeagent.CodeActAgent method) get_tools_description() (kodeagent.kodeagent.Agent method) get_total_usage() (kodeagent.usage_tracker.UsageTracker method) get_usage_by_component() (kodeagent.usage_tracker.UsageTracker method) get_usage_metrics() (kodeagent.kodeagent.Agent method) get_usage_report() (kodeagent.kodeagent.Agent method) get_value_counts() (in module kodeagent.agents.csv_agent), [1]

H

HISTORY_TRUNCATE_CHARS (kodeagent.kodeagent.Agent attribute)

HistoryFormatter (class in kodeagent.history_formatter), [1] HostCodeRunnerEnv (class in kodeagent.code_runner), [1]

I

id (kodeagent.kodeagent.Agent attribute) (kodeagent.models.Task attribute) init_df_for_analysis() (in module kodeagent.agents.csv_agent), [1] init_history() (kodeagent.kodeagent.Agent method) (kodeagent.kodeagent.CodeActAgent method) (kodeagent.kodeagent.ReActAgent method) is_done (kodeagent.models.PlanStep attribute) is_error (kodeagent.models.Task attribute)

is_final (kodeagent.models.CodeActChatMessage property) (kodeagent.models.ReActChatMessage property) is_finished (kodeagent.models.Task attribute) is_image_file() (in module kodeagent.kutils), [1] is_in_loop (kodeagent.models.ObserverResponse attribute) is_it_url() (in module kodeagent.kutils), [1] is_progressing (kodeagent.models.ObserverResponse attribute) is_secure (kodeagent.models.CodeReview attribute) is_visual_model (kodeagent.kodeagent.Agent attribute)

K

kodeagent.agents module kodeagent.agents.csv_agent module kodeagent.code_reviewer module kodeagent.code_runner module kodeagent.examples module kodeagent.fca module kodeagent.history_formatter module kodeagent.kodeagent module

kodeagent.kutils module kodeagent.models module kodeagent.orchestrator module kodeagent.pattern_detector module kodeagent.tools module kodeagent.tracer module kodeagent.usage_tracker module

L

LangfuseObservation (class in kodeagent.tracer), [1] LangfuseTracerManager (class in kodeagent.tracer), [1] LangSmithObservation (class in kodeagent.tracer), [1] LangSmithTracerManager (class in kodeagent.tracer), [1]

litellm_params (kodeagent.kodeagent.Agent attribute) llm_vision_support() (in module kodeagent.kodeagent), [1] LLMMessage (class in kodeagent.history_formatter), [1] local_modules_to_copy (kodeagent.code_runner.CodeRunner property)

M

main() (in module kodeagent.agents.csv_agent), [1] (in module kodeagent.fca), [1] make_user_message() (in module kodeagent.kutils), [1] max_iterations (kodeagent.kodeagent.Agent attribute) max_retries (kodeagent.kodeagent.Agent attribute) MESSAGE_ROLES (in module kodeagent.models) metadata (kodeagent.models.AgentResponse attribute) model_config (kodeagent.models.AgentPlan attribute) (kodeagent.models.ChatMessage attribute) (kodeagent.models.CodeActChatMessage attribute) (kodeagent.models.CodeReview attribute) (kodeagent.models.ComponentUsage attribute) (kodeagent.models.ObserverResponse attribute) (kodeagent.models.PlanStep attribute) (kodeagent.models.ReActChatMessage attribute) (kodeagent.models.Task attribute) (kodeagent.models.UsageMetrics attribute)

model_name (kodeagent.kodeagent.Agent attribute) module kodeagent.agents kodeagent.agents.csv_agent kodeagent.code_reviewer kodeagent.code_runner kodeagent.examples kodeagent.fca kodeagent.history_formatter kodeagent.kodeagent kodeagent.kutils kodeagent.models kodeagent.orchestrator kodeagent.pattern_detector kodeagent.tools kodeagent.tracer kodeagent.usage_tracker msg_idx_of_new_task (kodeagent.kodeagent.Agent attribute)

N

name (kodeagent.kodeagent.Agent attribute) NoOpObservation (class in kodeagent.tracer), [1]

NoOpTracerManager (class in kodeagent.tracer), [1] normalize_content() (kodeagent.kodeagent.Agent static method)

O

observe() (kodeagent.orchestrator.Observer method) Observer (class in kodeagent.orchestrator), [1]

observer (kodeagent.kodeagent.Agent attribute) ObserverResponse (class in kodeagent.models), [1] output_files (kodeagent.models.Task attribute)

P

parse_param_descriptions() (in module kodeagent.kutils), [1] parse_text_response() (kodeagent.kodeagent.Agent method) (kodeagent.kodeagent.CodeActAgent method) (kodeagent.kodeagent.ReActAgent method) persona (kodeagent.kodeagent.Agent attribute) pip_packages (kodeagent.kodeagent.CodeActAgent attribute) Planner (class in kodeagent.orchestrator), [1] planner (kodeagent.kodeagent.Agent attribute) PlanStep (class in kodeagent.models), [1]

post_run() (kodeagent.kodeagent.Agent method) (kodeagent.kodeagent.ReActAgent method) pre_run() (kodeagent.agents.csv_agent.CSVAnalysisAgent method) (kodeagent.agents.CSVAnalysisAgent method) (kodeagent.kodeagent.Agent method) (kodeagent.kodeagent.ReActAgent method) print_response() (in module kodeagent.kodeagent), [1] prompt_tokens (kodeagent.models.UsageMetrics attribute) purpose (kodeagent.kodeagent.Agent property) pydantic_to_dict() (kodeagent.history_formatter.HistoryFormatter method)

R

ReActAgent (class in kodeagent.kodeagent), [1] ReActChatMessage (class in kodeagent.models), [1] ReActHistoryFormatter (class in kodeagent.history_formatter), [1] read_prompt() (in module kodeagent.kutils), [1] read_webpage() (in module kodeagent.tools), [1] reason (kodeagent.models.CodeReview attribute) reasoning (kodeagent.models.ObserverResponse attribute) record_usage() (kodeagent.usage_tracker.UsageTracker method) reset() (kodeagent.orchestrator.Observer method) (kodeagent.orchestrator.Planner method) (kodeagent.usage_tracker.UsageTracker method) response() (kodeagent.fca.FunctionCallingAgent method) (kodeagent.kodeagent.Agent method) response_format_class (kodeagent.kodeagent.Agent attribute) (kodeagent.kodeagent.CodeActAgent attribute) (kodeagent.kodeagent.ReActAgent attribute)

result (kodeagent.models.Task attribute) return_code (kodeagent.code_runner.CodeRunResult attribute) review() (kodeagent.code_reviewer.CodeSecurityReviewer method) role (kodeagent.models.ChatMessage attribute) (kodeagent.models.CodeActChatMessage attribute) (kodeagent.models.ReActChatMessage attribute) run() (kodeagent.code_runner.CodeRunner method) (kodeagent.code_runner.CodeRunnerEnv method) (kodeagent.code_runner.E2BCodeRunnerEnv method) (kodeagent.code_runner.HostCodeRunnerEnv method) (kodeagent.fca.FunctionCallingAgent method) (kodeagent.kodeagent.Agent method) (kodeagent.kodeagent.ReActAgent method) run_env (kodeagent.kodeagent.CodeActAgent attribute) run_examples() (in module kodeagent.examples), [1]

S

salvage_response() (kodeagent.kodeagent.Agent method) sample_rows() (in module kodeagent.agents.csv_agent), [1] sanitize_action_xor_final_answer() (kodeagent.models.ReActChatMessage class method) sanitize_code_xor_final_answer() (kodeagent.models.CodeActChatMessage class method) search_arxiv() (in module kodeagent.tools), [1] search_web() (in module kodeagent.tools), [1] search_wikipedia() (in module kodeagent.tools), [1] SecurityPatternDetector (class in kodeagent.pattern_detector), [1] should_format_as_tool_call() (kodeagent.history_formatter.CodeActHistoryFormatter method) (kodeagent.history_formatter.HistoryFormatter method) (kodeagent.history_formatter.ReActHistoryFormatter method) start_generation() (kodeagent.tracer.AbstractTracerManager method) (kodeagent.tracer.LangfuseTracerManager method) (kodeagent.tracer.LangSmithTracerManager method) (kodeagent.tracer.NoOpTracerManager method)

start_span() (kodeagent.tracer.AbstractTracerManager method) (kodeagent.tracer.LangfuseTracerManager method) (kodeagent.tracer.LangSmithTracerManager method) (kodeagent.tracer.NoOpTracerManager method) start_trace() (kodeagent.tracer.AbstractTracerManager method) (kodeagent.tracer.LangfuseTracerManager method) (kodeagent.tracer.LangSmithTracerManager method) (kodeagent.tracer.NoOpTracerManager method) stderr (kodeagent.code_runner.CodeRunResult attribute) stdout (kodeagent.code_runner.CodeRunResult attribute) steps (kodeagent.models.AgentPlan attribute) steps_taken (kodeagent.models.Task attribute) system_prompt (kodeagent.kodeagent.Agent attribute) (kodeagent.kodeagent.CodeActAgent attribute) (kodeagent.kodeagent.ReActAgent attribute)

T

Task (class in kodeagent.fca) (class in kodeagent.models), [1] task (kodeagent.kodeagent.Agent attribute) task_output_files (kodeagent.kodeagent.Agent attribute) task_successful (kodeagent.models.CodeActChatMessage attribute) (kodeagent.models.ReActChatMessage attribute) thought (kodeagent.models.CodeActChatMessage attribute) (kodeagent.models.ReActChatMessage attribute) timeout (kodeagent.kodeagent.CodeActAgent attribute) tool_name_to_func (kodeagent.kodeagent.Agent attribute) tool_names (kodeagent.kodeagent.Agent attribute) tools (kodeagent.kodeagent.Agent attribute) total_completion_tokens (kodeagent.models.ComponentUsage attribute) (kodeagent.models.Task attribute)

total_cost (kodeagent.models.ComponentUsage attribute) (kodeagent.models.Task attribute) total_llm_calls (kodeagent.models.Task attribute) total_prompt_tokens (kodeagent.models.ComponentUsage attribute) (kodeagent.models.Task attribute) total_tokens (kodeagent.models.ComponentUsage attribute) (kodeagent.models.Task attribute) (kodeagent.models.UsageMetrics attribute) tracer_manager (kodeagent.kodeagent.Agent attribute) tracing_type (kodeagent.kodeagent.Agent attribute) transcribe_audio() (in module kodeagent.tools), [1] transcribe_youtube() (in module kodeagent.tools), [1] type (kodeagent.models.AgentResponse attribute)

U

UnknownCodeEnvError update() (kodeagent.history_formatter.LLMMessage method) (kodeagent.tracer.AbstractObservation method) (kodeagent.tracer.LangfuseObservation method) (kodeagent.tracer.LangSmithObservation method) (kodeagent.tracer.NoOpObservation method)

update_plan() (kodeagent.orchestrator.Planner method) usage_by_component (kodeagent.models.Task attribute) usage_tracker (kodeagent.kodeagent.Agent attribute) UsageMetrics (class in kodeagent.models), [1] UsageTracker (class in kodeagent.usage_tracker), [1]

V

validate_args_json() (kodeagent.models.ReActChatMessage class method) validate_chat_history() (in module kodeagent.kutils), [1] validate_mutual_exclusivity() (kodeagent.models.CodeActChatMessage method) (kodeagent.models.ReActChatMessage method) value (kodeagent.models.AgentResponse attribute) visit_Attribute() (kodeagent.pattern_detector.SecurityPatternDetector method) visit_BinOp() (kodeagent.pattern_detector.SecurityPatternDetector method)

visit_Call() (kodeagent.pattern_detector.SecurityPatternDetector method) visit_Constant() (kodeagent.pattern_detector.SecurityPatternDetector method) visit_For() (kodeagent.pattern_detector.SecurityPatternDetector method) visit_Import() (kodeagent.pattern_detector.SecurityPatternDetector method) visit_ImportFrom() (kodeagent.pattern_detector.SecurityPatternDetector method) visit_Str() (kodeagent.pattern_detector.SecurityPatternDetector method) visit_While() (kodeagent.pattern_detector.SecurityPatternDetector method)

W

work_dir (kodeagent.kodeagent.Agent attribute)