SYMBOL INDEX (1186 symbols across 153 files)

FILE: examples/bedrock-flows/python/main.py
  function handle_request (line 10) | async def handle_request(_orchestrator: AgentSquad,agent:Agent, _user_in...
  function flow_input_encoder (line 21) | def flow_input_encoder(agent:Agent, input: str, **kwargs) -> Any:
  function flow_output_decode (line 35) | def flow_output_decode(agent:Agent, response: Any, **kwargs) -> Any:

FILE: examples/bedrock-flows/typescript/main.ts
  function createOrchestrator (line 44) | function createOrchestrator(): AgentSquad {
  function runLocalConversation (line 71) | async function runLocalConversation(): Promise<void> {

FILE: examples/bedrock-inline-agents/python/main.py
  function run_inline_agent (line 55) | async def run_inline_agent(user_input, user_id, session_id):

FILE: examples/bedrock-inline-agents/typescript/main.ts
  function runInlineAgent (line 62) | async function runInlineAgent(userInput: string, userId: string, session...
  function main (line 73) | async function main() {

FILE: examples/bedrock-prompt-routing/main.py
  class LLMAgentCallbacks (line 16) | class LLMAgentCallbacks(AgentCallbacks):
    method on_llm_new_token (line 17) | def on_llm_new_token(self, token: str) -> None:
  function handle_request (line 22) | async def handle_request(_orchestrator: AgentSquad, _user_input:str, _us...
  function custom_input_payload_encoder (line 35) | def custom_input_payload_encoder(input_text: str,
  function custom_output_payload_decoder (line 44) | def custom_output_payload_decoder(response: dict[str, Any]) -> Any:

FILE: examples/chat-chainlit-app/agents.py
  class ChainlitAgentCallbacks (line 7) | class ChainlitAgentCallbacks(AgentCallbacks):
    method on_llm_new_token (line 8) | def on_llm_new_token(self, token: str) -> None:
  function create_tech_agent (line 11) | def create_tech_agent():
  function create_travel_agent (line 20) | def create_travel_agent():
  function create_health_agent (line 29) | def create_health_agent():

FILE: examples/chat-chainlit-app/app.py
  function start (line 39) | async def start():
  function main (line 47) | async def main(message: cl.Message):

FILE: examples/chat-chainlit-app/ollamaAgent.py
  class OllamaAgentOptions (line 9) | class OllamaAgentOptions(AgentOptions):
  class OllamaAgent (line 13) | class OllamaAgent(Agent):
    method __init__ (line 14) | def __init__(self, options: OllamaAgentOptions):
    method handle_streaming_response (line 19) | async def handle_streaming_response(self, messages: List[Dict[str, str...
    method process_request (line 42) | async def process_request(

FILE: examples/chat-demo-app/lambda/auth/index.mjs
  constant REGION (line 20) | const REGION = "us-east-1";
  function Sha256 (line 39) | function Sha256(secret) {
  function signRequest (line 43) | async function signRequest(request) {
  function verifyToken (line 123) | async function verifyToken(authorization) {

FILE: examples/chat-demo-app/lambda/find-my-name/lambda.py
  function lambda_handler (line 3) | def lambda_handler(event, context):

FILE: examples/chat-demo-app/lambda/multi-agent/index.ts
  type LexAgentConfig (line 32) | interface LexAgentConfig {
  type BodyData (line 40) | interface BodyData {
  constant LEX_AGENT_ENABLED (line 46) | const LEX_AGENT_ENABLED = process.env.LEX_AGENT_ENABLED || "false";
  function eventHandler (line 222) | async function eventHandler(

FILE: examples/chat-demo-app/lambda/multi-agent/math_tool.ts
  function executeMathOperation (line 78) | function executeMathOperation(
  function calculateStatistics (line 140) | function calculateStatistics(operation: string, args: number[]): { resul...
  function mathToolHanlder (line 181) | async function mathToolHanlder(response:any, conversation: ConversationM...

FILE: examples/chat-demo-app/lambda/multi-agent/prompts.ts
  constant WEATHER_AGENT_PROMPT (line 3) | const WEATHER_AGENT_PROMPT = `
  constant HEALTH_AGENT_PROMPT (line 65) | const HEALTH_AGENT_PROMPT = `
  constant TECH_AGENT_PROMPT (line 128) | const TECH_AGENT_PROMPT = `
  constant MATH_AGENT_PROMPT (line 196) | const MATH_AGENT_PROMPT = `

FILE: examples/chat-demo-app/lambda/multi-agent/weather_tool.ts
  type InputData (line 32) | interface InputData {
  type WeatherData (line 37) | interface WeatherData {
  function weatherToolHanlder (line 43) | async function weatherToolHanlder(response:ConversationMessage, conversa...
  function fetchWeatherData (line 77) | async function fetchWeatherData(inputData: InputData): Promise<WeatherDa...

FILE: examples/chat-demo-app/lambda/sync_bedrock_knowledgebase/lambda.py
  function lambda_handler (line 6) | def lambda_handler(event, context):

FILE: examples/chat-demo-app/lib/CustomResourcesLambda/aoss-index-create.ts
  constant CLIENT_TIMEOUT_MS (line 12) | const CLIENT_TIMEOUT_MS = 1000;
  constant CLIENT_MAX_RETRIES (line 13) | const CLIENT_MAX_RETRIES = 5;
  constant CREATE_INDEX_RETRY_CONFIG (line 14) | const CREATE_INDEX_RETRY_CONFIG = {
  constant DEFAULT_INDEX_CONFIG (line 21) | const DEFAULT_INDEX_CONFIG = {

FILE: examples/chat-demo-app/lib/CustomResourcesLambda/permission-validation.ts
  constant CLIENT_TIMEOUT_MS (line 12) | const CLIENT_TIMEOUT_MS = 10000;
  constant CLIENT_MAX_RETRIES (line 13) | const CLIENT_MAX_RETRIES = 5;
  constant RETRY_CONFIG (line 15) | const RETRY_CONFIG = {
  function sleep (line 123) | async function sleep(ms: number): Promise<void> {

FILE: examples/chat-demo-app/lib/bedrock-agent-construct.ts
  class BedrockKbConstruct (line 12) | class BedrockKbConstruct extends Construct {
    method constructor (line 18) | constructor(scope: Construct, id: string) {

FILE: examples/chat-demo-app/lib/chat-demo-app-stack.ts
  class ChatDemoStack (line 15) | class ChatDemoStack extends cdk.Stack {
    method constructor (line 18) | constructor(scope: Construct, id: string, props?: cdk.StackProps) {

FILE: examples/chat-demo-app/lib/constants.ts
  constant USER_INPUT_ACTION_NAME (line 1) | const USER_INPUT_ACTION_NAME = "UserInputAction";
  constant USER_INPUT_PARENT_SIGNATURE (line 2) | const USER_INPUT_PARENT_SIGNATURE = "AMAZON.UserInput";
  constant AMAZON_BEDROCK_METADATA (line 4) | const AMAZON_BEDROCK_METADATA = 'AMAZON_BEDROCK_METADATA';
  constant AMAZON_BEDROCK_TEXT_CHUNK (line 5) | const AMAZON_BEDROCK_TEXT_CHUNK = 'AMAZON_BEDROCK_TEXT_CHUNK';
  constant KB_DEFAULT_VECTOR_FIELD (line 6) | const KB_DEFAULT_VECTOR_FIELD = 'bedrock-knowledge-base-default-vector';
  constant MAX_KB_SUPPORTED (line 7) | const MAX_KB_SUPPORTED = 2;
  constant DEFAULT_BLOCKED_INPUT_MESSAGE (line 9) | const DEFAULT_BLOCKED_INPUT_MESSAGE ='Invalid input. Query violates our ...
  constant DEFAULT_BLOCKED_OUTPUT_MESSAGE (line 10) | const DEFAULT_BLOCKED_OUTPUT_MESSAGE = 'Unable to process. Query violate...
  class BedrockKnowledgeBaseModels (line 12) | class BedrockKnowledgeBaseModels {
    method constructor (line 20) | constructor(modelName: string, vectorDimension: number) {
    method getArn (line 24) | public getArn(region:string): string {

FILE: examples/chat-demo-app/lib/knowledge-base-construct.ts
  type KnowledgeBaseStorageConfigurationTypes (line 13) | enum KnowledgeBaseStorageConfigurationTypes {
  type KnowledgeBaseStorageConfigurationProps (line 19) | interface KnowledgeBaseStorageConfigurationProps {
  type BedrockKnowledgeBaseProps (line 24) | interface BedrockKnowledgeBaseProps {
  class BedrockKnowledgeBase (line 59) | class BedrockKnowledgeBase extends Construct {
    method constructor (line 68) | constructor(scope: Construct, id: string, props: BedrockKnowledgeBaseP...
    method addAssetFiles (line 105) | public addAssetFiles(files: Buffer[] | FileBufferMap | undefined) {
    method createKnowledgeBase (line 124) | private createKnowledgeBase(kbName: string) {
    method createRoleForKB (line 148) | private createRoleForKB(): Role {
    method addS3Permissions (line 171) | public addS3Permissions(bucketName: string) {
    method syncDataSource (line 203) | private syncDataSource(dataSourceId: string, knowledgeBaseId: string) {
    method createAndSyncDataSource (line 273) | public createAndSyncDataSource(assetBucketArn: string): bedrock.CfnDat...
    method setupOpensearchServerless (line 323) | private setupOpensearchServerless(kbName: string, region: string, acco...
    method addAOSSStorageConfigurationToKB (line 351) | private addAOSSStorageConfigurationToKB(collectionArn: string, collect...
    method addAOSSPermissions (line 370) | private addAOSSPermissions(collectionArn: string) {
    method createValidationLambdaRole (line 384) | private createValidationLambdaRole() {
    method waitForPermissionPropagation (line 415) | private waitForPermissionPropagation(validationRole: Role, collectionE...

FILE: examples/chat-demo-app/lib/lex-agent-construct.ts
  class LexAgentConstruct (line 6) | class LexAgentConstruct extends Construct {
    method constructor (line 12) | constructor(scope: Construct, id: string) {

FILE: examples/chat-demo-app/lib/user-interface-stack.ts
  type UserInterfaceProps (line 20) | interface UserInterfaceProps extends cdk.StackProps{
  class UserInterfaceStack (line 24) | class UserInterfaceStack extends cdk.Stack {
    method constructor (line 29) | constructor(scope: Construct, id: string, props?: UserInterfaceProps ) {

FILE: examples/chat-demo-app/lib/utils/OpensearchServerlessHelper.ts
  type OpenSearchServerlessHelperProps (line 12) | interface OpenSearchServerlessHelperProps {
  type CollectionType (line 22) | enum CollectionType {
  class OpenSearchServerlessHelper (line 35) | class OpenSearchServerlessHelper extends Construct {
    method constructor (line 38) | constructor(scope: Construct, id: string, props: OpenSearchServerlessH...
    method createIndex (line 73) | createIndex(region:string, lambdaExecutionRole: Role, indexConfigurati...
    method createAccessPolicy (line 124) | createAccessPolicy(kbCollectionName: string, accessRoleArns: string[])...
    method createEncryptionPolicy (line 174) | createEncryptionPolicy(kbCollectionName: string): opensearch.CfnSecuri...
    method createNetworkPolicy (line 198) | createNetworkPolicy(kbCollectionName: string): opensearch.CfnSecurityP...
    method createLambdaExecutionRoleForIndex (line 227) | createLambdaExecutionRoleForIndex(region: string, accountId: string): ...

FILE: examples/chat-demo-app/lib/utils/utils.ts
  method copyDirRecursive (line 8) | static copyDirRecursive(sourceDir: string, targetDir: string): void {
  type FileBufferMap (line 41) | interface FileBufferMap {
  function generateFileBufferMap (line 45) | function generateFileBufferMap(files: Buffer[]) {
  function writeFilesToDir (line 59) | function writeFilesToDir(dirPath: string, files: FileBufferMap) {
  function generateNamesForAOSS (line 74) | function generateNamesForAOSS(resourceName: string, suffix: string) {

FILE: examples/chat-demo-app/scripts/download.js
  function downloadFile (line 5) | function downloadFile(url, outputPath) {

FILE: examples/chat-demo-app/ui/src/components/ChatWindow.tsx
  method code (line 40) | code({ node, className, children, ...props }) {

FILE: examples/chat-demo-app/ui/src/components/emojiHelper.ts
  function replaceTextEmotesWithEmojis (line 46) | function replaceTextEmotesWithEmojis(text: string): string {

FILE: examples/chat-demo-app/ui/src/utils/ApiClient.ts
  class ApiClientBase (line 4) | class ApiClientBase {
    method getHeaders (line 6) | async getHeaders(): Promise<Record<string, string>> {
    method getAccessToken (line 13) | async getAccessToken(): Promise<string | undefined> {
    method callStreamingAPI (line 18) | async callStreamingAPI(resource: string, method: string = "GET", body:...
  class ChatApiClient (line 42) | class ChatApiClient extends ApiClientBase {
    method query (line 43) | async query(path: string, message: string): Promise<Response> {

FILE: examples/chat-demo-app/ui/src/utils/amplifyConfig.ts
  type ExtendedResourcesConfig (line 4) | interface ExtendedResourcesConfig extends ResourcesConfig {
  function configureAmplify (line 12) | async function configureAmplify(): Promise<void> {
  function getAuthToken (line 36) | async function getAuthToken(): Promise<string | undefined> {
  function getAwsExports (line 46) | async function getAwsExports(): Promise<ExtendedResourcesConfig> {

FILE: examples/ecommerce-support-simulator/graphql/Query.sendMessage.js
  function request (line 3) | function request(ctx) {
  function response (line 42) | function response(ctx) {

FILE: examples/ecommerce-support-simulator/graphql/sendResponse.js
  function request (line 1) | function request(ctx) {
  function response (line 10) | function response(ctx) {

FILE: examples/ecommerce-support-simulator/graphql/sendResponsePipeline.js
  function request (line 1) | function request(ctx) {
  function response (line 5) | function response(ctx) {

FILE: examples/ecommerce-support-simulator/lambda/customerMessage/agents.ts
  function orderManagementToolHandler (line 100) | async function orderManagementToolHandler(
  type HumanAgentOptions (line 209) | interface HumanAgentOptions {
  class HumanAgent (line 216) | class HumanAgent extends Agent {
    method constructor (line 220) | constructor(options: HumanAgentOptions) {
    method processRequest (line 231) | async processRequest(
    method sendSQSMessage (line 250) | private async sendSQSMessage(destination: string, message: string) {

FILE: examples/ecommerce-support-simulator/lambda/customerMessage/sqsLogger.ts
  type LogMessage (line 3) | interface LogMessage {
  class SQSLogger (line 8) | class SQSLogger {
    method constructor (line 13) | constructor(queueUrl: string, destination: string, region: string = "u...
    method sendToSQS (line 19) | private async sendToSQS(message: string): Promise<void> {
    method formatMessage (line 39) | private formatMessage(...args: any[]): string {
    method log (line 45) | log(...args: any[]): void {
    method info (line 50) | info(...args: any[]): void {
    method warn (line 54) | warn(...args: any[]): void {
    method error (line 58) | error(...args: any[]): void {
    method debug (line 62) | debug(...args: any[]): void {

FILE: examples/ecommerce-support-simulator/lambda/sendResponse/index.ts
  constant APPSYNC_API_URL (line 7) | const APPSYNC_API_URL = process.env.APPSYNC_API_URL;
  constant REGION (line 8) | const REGION = process.env.REGION;
  function sendSignedRequest (line 34) | async function sendSignedRequest(variables: { destination: string; messa...

FILE: examples/ecommerce-support-simulator/lib/ai-ecommerce-support-simulator-stack.ts
  class AiEcommerceSupportSimulatorStack (line 28) | class AiEcommerceSupportSimulatorStack extends cdk.Stack {
    method constructor (line 29) | constructor(scope: Construct, id: string, props?: cdk.StackProps) {

FILE: examples/ecommerce-support-simulator/lib/utils/utils.ts
  method copyDirRecursive (line 5) | static copyDirRecursive(sourceDir: string, targetDir: string): void {

FILE: examples/ecommerce-support-simulator/resources/ui/src/components/SupportSimulator.tsx
  type OnResponseReceivedSubscription (line 34) | type OnResponseReceivedSubscription = {

FILE: examples/ecommerce-support-simulator/resources/ui/src/consts.ts
  constant SITE_TITLE (line 4) | const SITE_TITLE = 'AI-Powered E-commerce Support system';
  constant SITE_DESCRIPTION (line 5) | const SITE_DESCRIPTION = 'Welcome to my website!';

FILE: examples/ecommerce-support-simulator/resources/ui/src/types.ts
  type Message (line 3) | interface Message {

FILE: examples/ecommerce-support-simulator/resources/ui/src/utils/amplifyConfig.ts
  function configureAmplify (line 6) | async function configureAmplify(): Promise<void> {
  function getAuthToken (line 30) | async function getAuthToken(): Promise<string | undefined> {
  function getAwsExports (line 41) | async function getAwsExports(): Promise<ResourcesConfig> {

FILE: examples/fast-api-streaming/main.py
  class Body (line 25) | class Body(BaseModel):
  function setup_orchestrator (line 30) | def setup_orchestrator():
  function response_generator (line 66) | async def response_generator(query, user_id, session_id):
  function stream_chat (line 77) | async def stream_chat(body: Body):

FILE: examples/langfuse-demo/main.py
  class BedrockClassifierCallbacks (line 28) | class BedrockClassifierCallbacks(ClassifierCallbacks):
    method on_classifier_start (line 30) | async def on_classifier_start(
    method on_classifier_stop (line 56) | async def on_classifier_stop(
  class LLMAgentCallbacks (line 87) | class LLMAgentCallbacks(AgentCallbacks):
    method on_agent_start (line 89) | async def on_agent_start(
    method on_agent_end (line 111) | async def on_agent_end(
    method on_llm_start (line 135) | async def on_llm_start(
    method on_llm_end (line 148) | async def on_llm_end(
  class ToolsCallbacks (line 180) | class ToolsCallbacks(AgentToolCallbacks):
    method on_tool_start (line 183) | async  def on_tool_start(
    method on_tool_end (line 198) | async def on_tool_end(
  function classify_request (line 213) | async def classify_request(_orchestrator: AgentSquad, _user_input:str, _...
  function agent_process_request (line 218) | async def agent_process_request(_orchestrator: AgentSquad, user_input: str,
  function handle_request (line 250) | async def handle_request(_orchestrator: AgentSquad, _user_input:str, _us...
  function custom_input_payload_encoder (line 260) | def custom_input_payload_encoder(input_text: str,
  function custom_output_payload_decoder (line 269) | def custom_output_payload_decoder(response: dict[str, Any]) -> Any:
  function run_main (line 286) | def run_main():

FILE: examples/langfuse-demo/tools/weather_tool.py
  function fetch_weather_data (line 8) | async def fetch_weather_data(latitude:str, longitude:str):
  function anthropic_weather_tool_handler (line 49) | async def anthropic_weather_tool_handler(response: Any, conversation: Li...
  function bedrock_weather_tool_handler (line 84) | async def bedrock_weather_tool_handler(response: ConversationMessage, co...

FILE: examples/local-demo/local-orchestrator.ts
  function createOrchestrator (line 14) | function createOrchestrator(): AgentSquad {
  function runLocalConversation (line 125) | async function runLocalConversation(): Promise<void> {

FILE: examples/local-demo/tools/math_tool.ts
  constant MATH_AGENT_PROMPT (line 3) | const MATH_AGENT_PROMPT = `
  function executeMathOperation (line 84) | function executeMathOperation(
  function calculateStatistics (line 146) | function calculateStatistics(operation: string, args: number[]): { resul...
  function mathToolHanlder (line 187) | async function mathToolHanlder(response:any, conversation: ConversationM...

FILE: examples/local-demo/tools/weather_tool.ts
  constant WEATHER_PROMPT (line 30) | const WEATHER_PROMPT = `
  type InputData (line 47) | interface InputData {
  type WeatherData (line 52) | interface WeatherData {
  function weatherToolHanlder (line 58) | async function weatherToolHanlder(response:ConversationMessage, conversa...
  function fetchWeatherData (line 92) | async function fetchWeatherData(inputData: InputData): Promise<WeatherDa...

FILE: examples/python-demo/main-stream.py
  class LLMAgentCallbacks (line 22) | class LLMAgentCallbacks(AgentCallbacks):
    method on_agent_start (line 23) | async def on_agent_start(
    method on_agent_end (line 36) | async def on_agent_end(
    method on_llm_start (line 48) | async def on_llm_start(
    method on_llm_end (line 59) | async def on_llm_end(
  class CustomToolCallbacks (line 71) | class CustomToolCallbacks(AgentToolCallbacks):
    method on_tool_start (line 72) | async def on_tool_start(
    method on_tool_end (line 85) | async def on_tool_end(
  function handle_request (line 99) | async def handle_request(_orchestrator: AgentSquad, _user_input:str, _us...
  function custom_input_payload_encoder (line 132) | def custom_input_payload_encoder(input_text: str,
  function custom_output_payload_decoder (line 141) | def custom_output_payload_decoder(response: dict[str, Any]) -> Any:

FILE: examples/python-demo/main.py
  class LLMAgentCallbacks (line 20) | class LLMAgentCallbacks(AgentCallbacks):
    method on_llm_new_token (line 21) | def on_llm_new_token(self, token: str) -> None:
  function handle_request (line 26) | async def handle_request(_orchestrator: AgentSquad, _user_input:str, _us...
  function custom_input_payload_encoder (line 39) | def custom_input_payload_encoder(input_text: str,
  function custom_output_payload_decoder (line 48) | def custom_output_payload_decoder(response: Dict[str, Any]) -> Any:

FILE: examples/python-demo/tools/weather_tool.py
  function fetch_weather_data (line 8) | async def fetch_weather_data(latitude:str, longitude:str):
  function anthropic_weather_tool_handler (line 54) | async def anthropic_weather_tool_handler(response: Any, conversation: Li...
  function bedrock_weather_tool_handler (line 89) | async def bedrock_weather_tool_handler(response: ConversationMessage, co...

FILE: examples/python/movie-production/movie-production-demo.py
  function test_aws_connection (line 18) | def test_aws_connection():
  function handle_request (line 118) | async def handle_request(_orchestrator: AgentSquad, _user_input: str, _u...

FILE: examples/python/movie-production/search_web.py
  function search_web (line 5) | def search_web(query: str, num_results: int = 2) -> str:

FILE: examples/python/travel-planner/search_web.py
  function search_web (line 3) | def search_web(query: str, num_results: int = 2) -> str:

FILE: examples/python/travel-planner/travel-planner-demo.py
  function handle_request (line 82) | async def handle_request(_orchestrator: AgentSquad, _user_input: str, _u...

FILE: examples/strands-agents-demo/main.py
  function get_user_location (line 40) | def get_user_location() -> str:
  function weather (line 48) | def weather(location: str) -> str:
  function handle_request (line 59) | async def handle_request(_orchestrator: AgentSquad, _user_input:str, _us...

FILE: examples/supervisor-mode/main.py
  class LLMAgentCallbacks (line 36) | class LLMAgentCallbacks(AgentCallbacks):
    method on_llm_new_token (line 37) | async def on_llm_new_token(self, token: str, **kwargs) -> None:
  class SupervisorToolsCallbacks (line 42) | class SupervisorToolsCallbacks (AgentToolCallbacks):
    method on_tool_start (line 43) | async def on_tool_start(
    method on_tool_end (line 54) | async def on_tool_end(
    method on_tool_error (line 65) | async def on_tool_error(
  function get_current_date (line 179) | async def get_current_date():
  function handle_request (line 204) | async def handle_request(_orchestrator: AgentSquad, _user_input:str, _us...

FILE: examples/supervisor-mode/weather_tool.py
  function weather_tool_handler (line 48) | async def weather_tool_handler(response: ConversationMessage, conversati...
  function fetch_weather_data (line 83) | async def fetch_weather_data(input_data):

FILE: examples/text-2-structured-output/multi_agent_query_analyzer.py
  class MyCustomHandler (line 24) | class MyCustomHandler(AgentCallbacks):
    method __init__ (line 25) | def __init__(self, queue) -> None:
    method on_llm_new_token (line 30) | async def on_llm_new_token(self, token: str, **kwargs) -> None:
    method on_llm_start (line 33) | async def on_llm_start(self, serialized: Dict[str, Any], prompts: List...
    method on_llm_end (line 36) | async def on_llm_end(self, response: Any, **kwargs: Any) -> None:
  function setup_orchestrator (line 40) | def setup_orchestrator(streamer_queue):
  function start_generation (line 114) | async def start_generation(query, user_id, session_id, streamer_queue):
  function response_generator (line 130) | async def response_generator(query, user_id, session_id):
  function run_chatbot (line 148) | async def run_chatbot():

FILE: examples/text-2-structured-output/product_search_agent.py
  class ProductSearchAgentOptions (line 17) | class ProductSearchAgentOptions(AgentOptions):
  class ProductSearchAgent (line 23) | class ProductSearchAgent(Agent):
    method __init__ (line 24) | def __init__(self, options: ProductSearchAgentOptions):
    method generate_key_from_name (line 42) | def generate_key_from_name(name: str) -> str:
    method _create_client (line 48) | def _create_client(self):
    method process_request (line 54) | async def process_request(

FILE: examples/text-2-structured-output/prompts.py
  function GREETING_AGENT_PROMPT (line 185) | def GREETING_AGENT_PROMPT(agent_list: str) -> str:

FILE: examples/tools/python/weather_tool_example.py
  function get_weather (line 11) | def get_weather(city:str):
  function bedrock_weather_tool_handler (line 42) | async def bedrock_weather_tool_handler(
  function anthropic_weather_tool_handler (line 91) | async def anthropic_weather_tool_handler(response: Any, conversation: li...
  function get_weather_info (line 137) | async def get_weather_info(agent:Agent):

FILE: python/src/agent_squad/agents/agent.py
  class AgentProcessingResult (line 15) | class AgentProcessingResult:
  class AgentStreamResponse (line 37) | class AgentStreamResponse:
  class AgentResponse (line 53) | class AgentResponse:
  class AgentCallbacks (line 68) | class AgentCallbacks:
    method on_agent_start (line 70) | async def on_agent_start(
    method on_agent_end (line 102) | async def on_agent_end(
    method on_llm_start (line 132) | async def on_llm_start(
    method on_llm_new_token (line 166) | async def on_llm_new_token(self,
    method on_llm_end (line 180) | async def on_llm_end(
  class AgentOptions (line 211) | class AgentOptions:
  class Agent (line 232) | class Agent(ABC):
    method __init__ (line 240) | def __init__(self, options: AgentOptions):
    method is_streaming_enabled (line 256) | def is_streaming_enabled(self) -> bool:
    method generate_key_from_name (line 266) | def generate_key_from_name(name: str) -> str:
    method process_request (line 282) | async def process_request(
    method log_debug (line 305) | def log_debug(self, class_name: str, message: str, data: Any = None) -...

FILE: python/src/agent_squad/agents/amazon_bedrock_agent.py
  class AmazonBedrockAgentOptions (line 21) | class AmazonBedrockAgentOptions(AgentOptions):
  class AmazonBedrockAgent (line 41) | class AmazonBedrockAgent(Agent):
    method __init__ (line 52) | def __init__(self, options: AmazonBedrockAgentOptions):
    method is_streaming_enabled (line 85) | def is_streaming_enabled(self) -> bool:
    method process_request (line 93) | async def process_request(

FILE: python/src/agent_squad/agents/anthropic_agent.py
  class AnthropicAgentOptions (line 13) | class AnthropicAgentOptions(AgentOptions):
  class AnthropicAgent (line 40) | class AnthropicAgent(Agent):
    method __init__ (line 41) | def __init__(self, options: AnthropicAgentOptions):
    method is_streaming_enabled (line 108) | def is_streaming_enabled(self) -> bool:
    method _prepare_system_prompt (line 111) | async def _prepare_system_prompt(self, input_text: str) -> str:
    method _prepare_conversation (line 123) | def _prepare_conversation(self, input_text: str, chat_history: list[Co...
    method _prepare_tool_config (line 137) | def _prepare_tool_config(self) -> dict:
    method _build_input (line 150) | def _build_input(self, messages: list[Any], system_prompt: str) -> dict:
    method _get_max_recursions (line 182) | def _get_max_recursions(self) -> int:
    method _handle_streaming (line 188) | async def _handle_streaming(
    method _process_with_strategy (line 258) | async def _process_with_strategy(
    method _process_tool_block (line 282) | async def _process_tool_block(
    method _handle_single_response_loop (line 299) | async def _handle_single_response_loop(
    method process_request (line 326) | async def process_request(
    method handle_single_response (line 351) | async def handle_single_response(self, input_data: dict) -> Any:
    method handle_streaming_response (line 380) | async def handle_streaming_response(self, payload_input) -> AsyncGener...
    method set_system_prompt (line 439) | def set_system_prompt(self, template: Optional[str] = None, variables:...
    method update_system_prompt (line 446) | def update_system_prompt(self) -> None:
    method replace_placeholders (line 451) | def replace_placeholders(template: str, variables: TemplateVariables) ...

FILE: python/src/agent_squad/agents/bedrock_flows_agent.py
  class BedrockFlowsAgentOptions (line 12) | class BedrockFlowsAgentOptions(AgentOptions):
  class BedrockFlowsAgent (line 23) | class BedrockFlowsAgent(Agent):
    method __init__ (line 25) | def __init__(self, options: BedrockFlowsAgentOptions):
    method __default_flow_input_encoder (line 51) | def __default_flow_input_encoder(self,
    method __default_flow_output_decoder (line 66) | def __default_flow_output_decoder(self, response: Any, **kwargs) -> Co...
    method process_request (line 74) | async def process_request(

FILE: python/src/agent_squad/agents/bedrock_inline_agent.py
  class BedrockInlineAgentOptions (line 17) | class BedrockInlineAgentOptions(AgentOptions):
  class BedrockInlineAgent (line 31) | class BedrockInlineAgent(Agent):
    method __init__ (line 61) | def __init__(self, options: BedrockInlineAgentOptions):
    method inline_agent_tool_handler (line 175) | async def inline_agent_tool_handler(self, session_id, response, conver...
    method process_request (line 258) | async def process_request(
    method set_system_prompt (line 324) | def set_system_prompt(self,
    method update_system_prompt (line 333) | def update_system_prompt(self) -> None:
    method replace_placeholders (line 338) | def replace_placeholders(template: str, variables: TemplateVariables) ...

FILE: python/src/agent_squad/agents/bedrock_llm_agent.py
  class BedrockLLMAgentOptions (line 25) | class BedrockLLMAgentOptions(AgentOptions):
  class BedrockLLMAgent (line 38) | class BedrockLLMAgent(Agent):
    method __init__ (line 39) | def __init__(self, options: BedrockLLMAgentOptions):
    method is_streaming_enabled (line 112) | def is_streaming_enabled(self) -> bool:
    method _prepare_system_prompt (line 115) | async def _prepare_system_prompt(self, input_text: str) -> str:
    method _prepare_conversation (line 127) | def _prepare_conversation(
    method _build_conversation_command (line 135) | def _build_conversation_command(self, conversation: list[ConversationM...
    method _prepare_tool_config (line 166) | def _prepare_tool_config(self) -> dict:
    method _get_max_recursions (line 182) | def _get_max_recursions(self) -> int:
    method _handle_single_response_loop (line 188) | async def _handle_single_response_loop(
    method _handle_streaming (line 229) | async def _handle_streaming(
    method _process_with_strategy (line 280) | async def _process_with_strategy(
    method process_request (line 305) | async def process_request(
    method _process_tool_block (line 333) | async def _process_tool_block(
    method handle_single_response (line 359) | async def handle_single_response(
    method handle_streaming_response (line 424) | async def handle_streaming_response(
    method set_system_prompt (line 560) | def set_system_prompt(
    method update_system_prompt (line 571) | def update_system_prompt(self) -> None:
    method replace_placeholders (line 576) | def replace_placeholders(template: str, variables: TemplateVariables) ...

FILE: python/src/agent_squad/agents/bedrock_translator_agent.py
  class BedrockTranslatorAgentOptions (line 9) | class BedrockTranslatorAgentOptions(AgentOptions):
  class BedrockTranslatorAgent (line 17) | class BedrockTranslatorAgent(Agent):
    method __init__ (line 18) | def __init__(self, options: BedrockTranslatorAgentOptions):
    method process_request (line 56) | async def process_request(self,
    method set_source_language (line 133) | def set_source_language(self, language: Optional[str]):
    method set_target_language (line 137) | def set_target_language(self, language: str):

FILE: python/src/agent_squad/agents/chain_agent.py
  class ChainAgentOptions (line 6) | class ChainAgentOptions(AgentOptions):
    method __init__ (line 7) | def __init__(self, agents: list[Agent], default_output: Optional[str] ...
  class ChainAgent (line 12) | class ChainAgent(Agent):
    method __init__ (line 13) | def __init__(self, options: ChainAgentOptions):
    method process_request (line 20) | async def process_request(
    method is_async_iterable (line 70) | def is_async_iterable(obj: Any) -> bool:
    method is_conversation_message (line 74) | def is_conversation_message(response: Any) -> bool:
    method create_default_response (line 82) | def create_default_response(self) -> ConversationMessage:

FILE: python/src/agent_squad/agents/comprehend_filter_agent.py
  class ComprehendFilterAgentOptions (line 15) | class ComprehendFilterAgentOptions(AgentOptions):
  class ComprehendFilterAgent (line 26) | class ComprehendFilterAgent(Agent):
    method __init__ (line 27) | def __init__(self, options: ComprehendFilterAgentOptions):
    method process_request (line 55) | async def process_request(self,
    method add_custom_check (line 105) | def add_custom_check(self, check: CheckFunction):
    method check_sentiment (line 108) | def check_sentiment(self, result: dict[str, Any]) -> Optional[str]:
    method check_pii (line 113) | def check_pii(self, result: dict[str, Any]) -> Optional[str]:
    method check_toxicity (line 118) | def check_toxicity(self, result: dict[str, Any]) -> Optional[str]:
    method detect_sentiment (line 124) | def detect_sentiment(self, text: str) -> dict[str, Any]:
    method detect_pii_entities (line 130) | def detect_pii_entities(self, text: str) -> dict[str, Any]:
    method detect_toxic_content (line 136) | def detect_toxic_content(self, text: str) -> dict[str, Any]:
    method get_toxic_labels (line 142) | def get_toxic_labels(self, toxicity_result: dict[str, Any]) -> list[str]:
    method set_language_code (line 150) | def set_language_code(self, language_code: str):
    method validate_language_code (line 158) | def validate_language_code(language_code: Optional[str]) -> Optional[s...

FILE: python/src/agent_squad/agents/lambda_agent.py
  class LambdaAgentOptions (line 11) | class LambdaAgentOptions(AgentOptions):
  class LambdaAgent (line 25) | class LambdaAgent(Agent):
    method __init__ (line 26) | def __init__(self, options: LambdaAgentOptions):
    method __default_input_payload_encoder (line 44) | def __default_input_payload_encoder(self,
    method __default_output_payload_decoder (line 61) | def __default_output_payload_decoder(self, response: Dict[str, Any]) -...
    method process_request (line 71) | async def process_request(

FILE: python/src/agent_squad/agents/lex_bot_agent.py
  class LexBotAgentOptions (line 12) | class LexBotAgentOptions(AgentOptions):
  class LexBotAgent (line 19) | class LexBotAgent(Agent):
    method __init__ (line 20) | def __init__(self, options: LexBotAgentOptions):
    method process_request (line 43) | async def process_request(self, input_text: str, user_id: str, session...

FILE: python/src/agent_squad/agents/openai_agent.py
  class OpenAIAgentOptions (line 21) | class OpenAIAgentOptions(AgentOptions):
  class OpenAIAgent (line 32) | class OpenAIAgent(Agent):
    method __init__ (line 33) | def __init__(self, options: OpenAIAgentOptions):
    method is_streaming_enabled (line 93) | def is_streaming_enabled(self) -> bool:
    method process_request (line 96) | async def process_request(
    method handle_single_response (line 144) | async def handle_single_response(self, request_options: dict[str, Any]...
    method handle_streaming_response (line 166) | async def handle_streaming_response(self, request_options: dict[str, A...
    method set_system_prompt (line 188) | def set_system_prompt(self,
    method update_system_prompt (line 197) | def update_system_prompt(self) -> None:
    method replace_placeholders (line 202) | def replace_placeholders(template: str, variables: TemplateVariables) ...

FILE: python/src/agent_squad/agents/strands_agent.py
  class StrandsAgent (line 20) | class StrandsAgent(Agent):
    method __init__ (line 29) | def __init__(self, options: AgentOptions,
    method close (line 107) | def close(self):
    method __del__ (line 123) | def __del__(self):
    method is_streaming_enabled (line 132) | def is_streaming_enabled(self) -> bool:
    method _convert_chat_history_to_strands_format (line 141) | def _convert_chat_history_to_strands_format(
    method _convert_strands_result_to_conversation_message (line 174) | def _convert_strands_result_to_conversation_message(
    method _prepare_conversation (line 199) | def _prepare_conversation(
    method _handle_streaming_response (line 208) | async def _handle_streaming_response(
    method _handle_single_response (line 288) | async def _handle_single_response(
    method _process_with_strategy (line 349) | async def _process_with_strategy(
    method process_request (line 409) | async def process_request(

FILE: python/src/agent_squad/agents/supervisor_agent.py
  class SupervisorAgentOptions (line 15) | class SupervisorAgentOptions(AgentOptions):
    method validate (line 22) | def validate(self) -> None:
  class SupervisorAgent (line 58) | class SupervisorAgent(Agent):
    method __init__ (line 67) | def __init__(self, options: SupervisorAgentOptions):
    method _configure_supervisor_tools (line 84) | def _configure_supervisor_tools(self, extra_tools: Optional[Union[Agen...
    method _configure_prompt (line 128) | def _configure_prompt(self) -> None:
    method process_agent_streaming_response (line 178) | async def process_agent_streaming_response(self, response):
    method send_message (line 187) | def send_message(
    method send_messages (line 242) | async def send_messages(self, messages: list[dict[str, str]]) -> str:
    method _format_agents_memory (line 271) | def _format_agents_memory(self, agents_history: list[ConversationMessa...
    method is_streaming_enabled (line 280) | def is_streaming_enabled(self):
    method process_request (line 283) | async def process_request(

FILE: python/src/agent_squad/classifiers/anthropic_classifier.py
  class AnthropicClassifierOptions (line 11) | class AnthropicClassifierOptions:
    method __init__ (line 12) | def __init__(self,
  class AnthropicClassifier (line 23) | class AnthropicClassifier(Classifier):
    method __init__ (line 24) | def __init__(self, options: AnthropicClassifierOptions):
    method process_request (line 71) | async def process_request(self,

FILE: python/src/agent_squad/classifiers/bedrock_classifier.py
  class BedrockClassifierOptions (line 11) | class BedrockClassifierOptions:
    method __init__ (line 12) | def __init__(
  class BedrockClassifier (line 27) | class BedrockClassifier(Classifier):
    method __init__ (line 28) | def __init__(self, options: BedrockClassifierOptions):
    method process_request (line 77) | async def process_request(self,

FILE: python/src/agent_squad/classifiers/classifier.py
  class ClassifierCallbacks (line 9) | class ClassifierCallbacks():
    method on_classifier_start (line 10) | async def on_classifier_start(
    method on_classifier_stop (line 21) | async def on_classifier_stop(
  class ClassifierResult (line 33) | class ClassifierResult:
  class Classifier (line 37) | class Classifier(ABC):
    method __init__ (line 38) | def __init__(self):
    method set_agents (line 148) | def set_agents(self, agents: Dict[str, Agent]) -> None:
    method set_history (line 153) | def set_history(self, messages: List[ConversationMessage]) -> None:
    method set_system_prompt (line 156) | def set_system_prompt(self,
    method format_messages (line 166) | def format_messages(messages: List[ConversationMessage]) -> str:
    method classify (line 171) | async def classify(self,
    method process_request (line 179) | async def process_request(self,
    method update_system_prompt (line 184) | def update_system_prompt(self) -> None:
    method replace_placeholders (line 193) | def replace_placeholders(template: str, variables: TemplateVariables) ...
    method get_agent_by_id (line 200) | def get_agent_by_id(self, agent_id: str) -> Optional[Agent]:

FILE: python/src/agent_squad/classifiers/openai_classifier.py
  class OpenAIClassifierOptions (line 11) | class OpenAIClassifierOptions:
    method __init__ (line 12) | def __init__(self,
  class OpenAIClassifier (line 20) | class OpenAIClassifier(Classifier):
    method __init__ (line 21) | def __init__(self, options: OpenAIClassifierOptions):
    method process_request (line 68) | async def process_request(self,

FILE: python/src/agent_squad/orchestrator.py
  class AgentSquad (line 23) | class AgentSquad:
    method __init__ (line 24) | def __init__(self,
    method add_agent (line 63) | def add_agent(self, agent: Agent):
    method get_default_agent (line 69) | def get_default_agent(self) -> Agent:
    method set_default_agent (line 72) | def set_default_agent(self, agent: Agent):
    method get_all_agents (line 75) | def get_all_agents(self) -> dict[str, dict[str, str]]:
    method dispatch_to_agent (line 81) | async def dispatch_to_agent(self, params: dict[str, Any]
    method classify_request (line 111) | async def classify_request(self,
    method agent_process_request (line 137) | async def agent_process_request(self,
    method route_request (line 244) | async def route_request(self,
    method print_intent (line 291) | def print_intent(self, user_input: str, intent_classifier_result: Clas...
    method measure_execution_time (line 302) | async def measure_execution_time(self, timer_name: str, fn):
    method create_metadata (line 321) | def create_metadata(self,
    method get_fallback_result (line 347) | def get_fallback_result(self) -> ClassifierResult:
    method save_message (line 350) | async def save_message(self,
    method save_messages (line 360) | async def save_messages(self,

FILE: python/src/agent_squad/retrievers/amazon_kb_retriever.py
  class AmazonKnowledgeBasesRetrieverOptions (line 7) | class AmazonKnowledgeBasesRetrieverOptions:
  class AmazonKnowledgeBasesRetriever (line 15) | class AmazonKnowledgeBasesRetriever(Retriever):
    method __init__ (line 16) | def __init__(self, options: AmazonKnowledgeBasesRetrieverOptions):
    method retrieve_and_generate (line 29) | async def retrieve_and_generate(self, text, retrieve_and_generate_conf...
    method retrieve (line 32) | async def retrieve(self, text, knowledge_base_id=None, retrieval_confi...
    method retrieve_and_combine_results (line 44) | async def retrieve_and_combine_results(self, text, knowledge_base_id=N...
    method combine_retrieval_results (line 50) | def combine_retrieval_results(retrieval_results):

FILE: python/src/agent_squad/retrievers/retriever.py
  class Retriever (line 4) | class Retriever(ABC):
    method __init__ (line 10) | def __init__(self, options: dict):
    method retrieve (line 20) | async def retrieve(self, text: str) -> Any:
    method retrieve_and_combine_results (line 34) | async def retrieve_and_combine_results(self, text: str) -> Any:
    method retrieve_and_generate (line 49) | async def retrieve_and_generate(self, text: str) -> Any:

FILE: python/src/agent_squad/shared/user_agent.py
  function _initializer_botocore_session (line 24) | def _initializer_botocore_session(session):
  function _create_feature_function (line 46) | def _create_feature_function(feature):
  function register_feature_to_session (line 87) | def register_feature_to_session(session, feature):
  function register_feature_to_botocore_session (line 112) | def register_feature_to_botocore_session(botocore_session, feature):
  function register_feature_to_client (line 151) | def register_feature_to_client(client, feature):
  function register_feature_to_resource (line 176) | def register_feature_to_resource(resource, feature):
  function inject_user_agent (line 200) | def inject_user_agent():

FILE: python/src/agent_squad/storage/chat_storage.py
  class ChatStorage (line 5) | class ChatStorage(ABC):
    method is_same_role_as_last_message (line 8) | def is_same_role_as_last_message(self,
    method trim_conversation (line 25) | def trim_conversation(self,
    method save_chat_message (line 48) | async def save_chat_message(self,
    method save_chat_messages (line 69) | async def save_chat_messages(self,
    method fetch_chat (line 90) | async def fetch_chat(self,
    method fetch_all_chats (line 109) | async def fetch_all_chats(self,

FILE: python/src/agent_squad/storage/dynamodb_chat_storage.py
  class DynamoDbChatStorage (line 11) | class DynamoDbChatStorage(ChatStorage):
    method __init__ (line 12) | def __init__(self,
    method save_chat_message (line 25) | async def save_chat_message(
    method save_chat_messages (line 70) | async def save_chat_messages(self,
    method fetch_chat (line 122) | async def fetch_chat(
    method fetch_chat_with_timestamp (line 139) | async def fetch_chat_with_timestamp(
    method fetch_all_chats (line 156) | async def fetch_all_chats(self, user_id: str, session_id: str) -> list...
    method _generate_key (line 197) | def _generate_key(self, user_id: str, session_id: str, agent_id: str) ...
    method _remove_timestamps (line 200) | def _remove_timestamps(self,
    method _dict_to_conversation (line 206) | def _dict_to_conversation(self,

FILE: python/src/agent_squad/storage/in_memory_chat_storage.py
  class InMemoryChatStorage (line 8) | class InMemoryChatStorage(ChatStorage):
    method __init__ (line 9) | def __init__(self):
    method save_chat_message (line 13) | async def save_chat_message(
    method save_chat_messages (line 41) | async def save_chat_messages(self,
    method fetch_chat (line 70) | async def fetch_chat(
    method fetch_all_chats (line 83) | async def fetch_all_chats(
    method _generate_key (line 108) | def _generate_key(user_id: str, session_id: str, agent_id: str) -> str:
    method _remove_timestamps (line 112) | def _remove_timestamps(messages: list[dict]) -> list[ConversationMessa...

FILE: python/src/agent_squad/storage/sql_chat_storage.py
  class SqlChatStorage (line 9) | class SqlChatStorage(ChatStorage):
    method __init__ (line 12) | def __init__(
    method initialize (line 29) | async def initialize(self) -> None:
    method _initialize_database (line 33) | async def _initialize_database(self) -> None:
    method save_chat_message (line 59) | async def save_chat_message(
    method _validate_message_content (line 130) | def _validate_message_content(self, content: Optional[list[dict[str, s...
    method save_chat_messages (line 139) | async def save_chat_messages(
    method fetch_chat (line 221) | async def fetch_chat(
    method fetch_all_chats (line 256) | async def fetch_all_chats(
    method _format_content (line 284) | def _format_content(
    method close (line 296) | async def close(self) -> None:

FILE: python/src/agent_squad/types/types.py
  class AgentProviderType (line 15) | class AgentProviderType(Enum):
  class AgentTypes (line 20) | class AgentTypes(Enum):
  class ToolInput (line 24) | class ToolInput(TypedDict):
  class RequestMetadata (line 29) | class RequestMetadata(TypedDict):
  class ParticipantRole (line 39) | class ParticipantRole(Enum):
  class ConversationMessage (line 44) | class ConversationMessage:
    method __init__ (line 48) | def __init__(self, role: ParticipantRole, content: Optional[list[Any]]...
  class TimestampedMessage (line 52) | class TimestampedMessage(ConversationMessage):
    method __init__ (line 53) | def __init__(self,
  class AgentSquadConfig (line 63) | class AgentSquadConfig:

FILE: python/src/agent_squad/utils/helpers.py
  function is_tool_input (line 7) | def is_tool_input(input_obj: Any) -> bool:
  function conversation_to_dict (line 15) | def conversation_to_dict(
  function message_to_dict (line 26) | def message_to_dict(message: ConversationMessage | TimestampedMessage) -...

FILE: python/src/agent_squad/utils/logger.py
  class Logger (line 8) | class Logger:
    method __new__ (line 12) | def __new__(cls, *args, **kwargs):
    method __init__ (line 17) | def __init__(self,
    method get_logger (line 26) | def get_logger(cls):
    method set_logger (line 32) | def set_logger(cls, logger: Any) -> None:
    method info (line 36) | def info(cls, message: str, *args: Any) -> None:
    method warn (line 41) | def warn(cls, message: str, *args: Any) -> None:
    method error (line 46) | def error(cls, message: str, *args: Any) -> None:
    method debug (line 51) | def debug(cls, message: str, *args: Any) -> None:
    method log_header (line 56) | def log_header(cls, title: str) -> None:
    method print_chat_history (line 61) | def print_chat_history(self,
    method log_classifier_output (line 85) | def log_classifier_output(self, output: Any, is_raw: bool = False) -> ...
    method print_execution_times (line 95) | def print_execution_times(self, execution_times: Dict[str, float]) -> ...

FILE: python/src/agent_squad/utils/tool.py
  class PropertyDefinition (line 15) | class PropertyDefinition:
  class AgentToolResult (line 22) | class AgentToolResult:
    method to_anthropic_format (line 26) | def to_anthropic_format(self) -> dict:
    method to_bedrock_format (line 33) | def to_bedrock_format(self) -> dict:
  class AgentToolCallbacks (line 42) | class AgentToolCallbacks:
    method on_tool_start (line 43) | async def on_tool_start(
    method on_tool_end (line 54) | async def on_tool_end(
    method on_tool_error (line 66) | async def on_tool_error(
  class AgentTool (line 79) | class AgentTool:
    method __init__ (line 80) | def __init__(
    method _extract_properties (line 116) | def _extract_properties(self, func: Callable) -> dict[str, dict[str, A...
    method _wrap_function (line 162) | def _wrap_function(self, func: Callable) -> Callable:
    method to_claude_format (line 174) | def to_claude_format(self) -> dict[str, Any]:
    method to_bedrock_format (line 186) | def to_bedrock_format(self) -> dict[str, Any]:
    method to_openai_format (line 202) | def to_openai_format(self) -> dict[str, Any]:
  class AgentTools (line 219) | class AgentTools:
    method __init__ (line 220) | def __init__(
    method tool_handler (line 226) | async def tool_handler(
    method _get_tool_use_block (line 293) | def _get_tool_use_block(
    method _process_tool (line 306) | async def _process_tool(self, tool_name, input_data):
    method to_claude_format (line 313) | def to_claude_format(self) -> list[dict[str, Any]]:
    method to_bedrock_format (line 317) | def to_bedrock_format(self) -> list[dict[str, Any]]:

FILE: python/src/tests/agents/test_agent.py
  class TestAgent (line 15) | class TestAgent:
    method mock_agent_options (line 17) | def mock_agent_options(self):
    method mock_agent (line 27) | def mock_agent(self, mock_agent_options):
    method test_agent_processing_result (line 41) | def test_agent_processing_result(self):
    method test_agent_processing_result_with_params (line 57) | def test_agent_processing_result_with_params(self):
    method test_agent_stream_response (line 74) | def test_agent_stream_response(self):
    method test_agent_response (line 88) | def test_agent_response(self):
    method test_agent_callbacks (line 104) | async def test_agent_callbacks(self):
    method test_agent_options (line 108) | def test_agent_options(self, mock_agent_options):
    method test_agent_options_with_debug_trace (line 114) | def test_agent_options_with_debug_trace(self):
    method test_agent_initialization (line 128) | def test_agent_initialization(self, mock_agent, mock_agent_options):
    method test_generate_key_from_name (line 135) | def test_generate_key_from_name(self):
    method test_process_request (line 151) | async def test_process_request(self, mock_agent):
    method test_streaming (line 163) | def test_streaming(self, mock_agent):
    method test_log_debug (line 167) | async def test_log_debug(self, mock_agent, monkeypatch):

FILE: python/src/tests/agents/test_amazon_bedrock_agent.py
  function mock_boto3_client (line 8) | def mock_boto3_client():
  function bedrock_agent (line 13) | def bedrock_agent(mock_boto3_client):
  function test_init (line 23) | def test_init(bedrock_agent, mock_boto3_client):
  function test_process_request_success (line 29) | async def test_process_request_success(bedrock_agent):
  function test_process_request_error (line 60) | async def test_process_request_error(bedrock_agent):
  function test_process_request_empty_chunk (line 83) | async def test_process_request_empty_chunk(bedrock_agent):
  function test_process_request_with_additional_params (line 104) | async def test_process_request_with_additional_params(bedrock_agent):
  function test_streaming (line 125) | def test_streaming(mock_boto3_client):

FILE: python/src/tests/agents/test_anthropic_agent.py
  function mock_anthropic (line 13) | def mock_anthropic():
  function test_no_api_key_init (line 19) | def test_no_api_key_init(mock_anthropic):
  function test_callbacks_initialization (line 31) | def test_callbacks_initialization():
  function test_client (line 44) | def test_client(mock_anthropic):
  function test_inference_config (line 84) | def test_inference_config(mock_anthropic):
  function test_custom_system_prompt_with_variable (line 131) | def test_custom_system_prompt_with_variable(mock_anthropic):
  function test_custom_system_prompt_with_wrong_variable (line 145) | def test_custom_system_prompt_with_wrong_variable(mock_anthropic):
  function test_process_request_single_response (line 160) | async def test_process_request_single_response():
  function test_streaming (line 199) | def test_streaming(mock_anthropic):
  function test_prepare_system_prompt_with_retriever (line 244) | async def test_prepare_system_prompt_with_retriever():
  function test_prepare_conversation (line 263) | async def test_prepare_conversation():
  function test_prepare_tool_config (line 290) | async def test_prepare_tool_config():
  function test_build_input (line 342) | def test_build_input():
  function test_additional_model_request_fields (line 379) | def test_additional_model_request_fields():
  function test_get_max_recursions (line 435) | def test_get_max_recursions():
  function test_process_tool_block_with_handler (line 456) | async def test_process_tool_block_with_handler():
  function test_handle_single_response_with_tools (line 495) | async def test_handle_single_response_with_tools():
  function test_handle_streaming_response (line 547) | async def test_handle_streaming_response():
  function test_process_with_strategy (line 596) | async def test_process_with_strategy():
  function test_handle_single_response_error (line 667) | async def test_handle_single_response_error():
  function test_handle_streaming_response_implementation (line 687) | async def test_handle_streaming_response_implementation():
  function test_handle_streaming_with_tool_use (line 772) | async def test_handle_streaming_with_tool_use():

FILE: python/src/tests/agents/test_bedrock_flows_agent.py
  class TestBedrockFlowsAgent (line 7) | class TestBedrockFlowsAgent:
    method setup_method (line 9) | def setup_method(self):
    method test_init_with_provided_client (line 22) | def test_init_with_provided_client(self):
    method test_init_without_client (line 32) | def test_init_without_client(self, mock_boto3_client):
    method test_init_with_env_region (line 55) | def test_init_with_env_region(self, mock_boto3_client):
    method test_default_flow_input_encoder (line 75) | def test_default_flow_input_encoder(self):
    method test_default_flow_output_decoder (line 94) | def test_default_flow_output_decoder(self):
    method test_custom_encoders_decoders (line 105) | def test_custom_encoders_decoders(self):
    method test_process_request_success (line 132) | async def test_process_request_success(self):
    method test_process_request_no_response_stream (line 177) | async def test_process_request_no_response_stream(self):
    method test_process_request_empty_event_stream (line 192) | async def test_process_request_empty_event_stream(self):
    method test_process_request_multiple_events (line 213) | async def test_process_request_multiple_events(self):
    method test_process_request_boto3_exception (line 255) | async def test_process_request_boto3_exception(self):
    method test_process_request_generic_exception (line 275) | async def test_process_request_generic_exception(self):
    method test_process_request_with_trace_disabled (line 290) | async def test_process_request_with_trace_disabled(self):

FILE: python/src/tests/agents/test_bedrock_inline_agent.py
  class TestBedrockInlineAgent (line 9) | class TestBedrockInlineAgent(unittest.IsolatedAsyncioTestCase):
    method asyncSetUp (line 10) | async def asyncSetUp(self):
    method test_initialization (line 50) | async def test_initialization(self):
    method test_process_request_without_tool_use (line 58) | async def test_process_request_without_tool_use(self):
    method test_process_request_with_tool_use (line 88) | async def test_process_request_with_tool_use(self):
    method test_error_handling (line 145) | async def test_error_handling(self):
    method test_system_prompt_formatting (line 165) | async def test_system_prompt_formatting(self):
    method test_inline_agent_tool_handler (line 178) | async def test_inline_agent_tool_handler(self):
    method test_custom_prompt_template (line 217) | async def test_custom_prompt_template(self):

FILE: python/src/tests/agents/test_bedrock_llm_agent.py
  function mock_boto3_client (line 16) | def mock_boto3_client():
  function bedrock_llm_agent (line 21) | def bedrock_llm_agent(mock_boto3_client):
  function test_no_region_init (line 51) | def test_no_region_init(bedrock_llm_agent, mock_boto3_client):
  function test_custom_system_prompt_with_variable (line 64) | def test_custom_system_prompt_with_variable(bedrock_llm_agent, mock_boto...
  function test_custom_system_prompt_with_wrong_variable (line 78) | def test_custom_system_prompt_with_wrong_variable(bedrock_llm_agent, moc...
  function test_process_request_single_response (line 93) | async def test_process_request_single_response(bedrock_llm_agent, mock_b...
  function test_agent_tracking_info_propagation (line 116) | async def test_agent_tracking_info_propagation(bedrock_llm_agent, mock_b...
  function test_agent_tracking_info_streaming (line 166) | async def test_agent_tracking_info_streaming(bedrock_llm_agent, mock_bot...
  function test_process_request_streaming (line 229) | async def test_process_request_streaming(bedrock_llm_agent, mock_boto3_c...
  function test_process_request_with_tool_use (line 261) | async def test_process_request_with_tool_use(bedrock_llm_agent, mock_bot...
  function test_set_system_prompt (line 304) | def test_set_system_prompt(bedrock_llm_agent):
  function test_streaming (line 314) | def test_streaming(mock_boto3_client):
  function test_prepare_system_prompt_with_retriever (line 355) | async def test_prepare_system_prompt_with_retriever(bedrock_llm_agent):
  function test_prepare_tool_config_with_agent_tools (line 370) | def test_prepare_tool_config_with_agent_tools(bedrock_llm_agent):
  function test_prepare_tool_config_with_agent_tool_list (line 385) | def test_prepare_tool_config_with_agent_tool_list(bedrock_llm_agent):
  function test_prepare_tool_config_with_invalid_config (line 403) | def test_prepare_tool_config_with_invalid_config(bedrock_llm_agent):
  function test_handle_single_response_error (line 413) | async def test_handle_single_response_error(bedrock_llm_agent, mock_boto...
  function test_handle_streaming_response_error (line 422) | async def test_handle_streaming_response_error(bedrock_llm_agent, mock_b...
  function test_process_tool_block_with_agent_tools (line 433) | async def test_process_tool_block_with_agent_tools(bedrock_llm_agent):
  function test_process_tool_block_with_invalid_tool (line 461) | async def test_process_tool_block_with_invalid_tool(bedrock_llm_agent):
  function test_handle_streaming_with_tool_use (line 477) | async def test_handle_streaming_with_tool_use(bedrock_llm_agent, mock_bo...
  function test_handle_single_response_no_output (line 543) | async def test_handle_single_response_no_output(bedrock_llm_agent, mock_...
  function test_handle_streaming_with_text_response (line 552) | async def test_handle_streaming_with_text_response(bedrock_llm_agent, mo...
  function test_handle_streaming_response_no_output (line 593) | async def test_handle_streaming_response_no_output(bedrock_llm_agent, mo...
  function test_handle_streaming_with_metadata (line 619) | async def test_handle_streaming_with_metadata(bedrock_llm_agent, mock_bo...
  function test_get_max_recursions (line 654) | async def test_get_max_recursions(bedrock_llm_agent):
  function test_update_system_prompt (line 668) | def test_update_system_prompt(bedrock_llm_agent):
  function test_prepare_conversation (line 684) | def test_prepare_conversation(bedrock_llm_agent):
  function test_build_conversation_command (line 710) | def test_build_conversation_command(bedrock_llm_agent):
  function client_fixture (line 757) | def client_fixture():
  function test_client_provided (line 762) | def test_client_provided(client_fixture):
  function test_additional_model_request_fields (line 774) | def test_additional_model_request_fields(mock_boto3_client):

FILE: python/src/tests/agents/test_comprehend_agent.py
  class TestComprehendFilterAgent (line 8) | class TestComprehendFilterAgent(unittest.IsolatedAsyncioTestCase):
    method asyncSetUp (line 9) | async def asyncSetUp(self):
    method test_initialization (line 43) | async def test_initialization(self):
    method test_process_clean_content (line 52) | async def test_process_clean_content(self):
    method test_negative_sentiment_blocking (line 68) | async def test_negative_sentiment_blocking(self):
    method test_pii_detection_blocking (line 91) | async def test_pii_detection_blocking(self):
    method test_toxic_content_blocking (line 111) | async def test_toxic_content_blocking(self):
    method test_custom_check (line 132) | async def test_custom_check(self):
    method test_language_code_validation (line 150) | async def test_language_code_validation(self):
    method test_allow_pii_configuration (line 160) | async def test_allow_pii_configuration(self):
    method test_error_handling (line 189) | async def test_error_handling(self):
    method test_threshold_configuration (line 204) | async def test_threshold_configuration(self):

FILE: python/src/tests/agents/test_lambda_agent.py
  function custom_payload_decoder (line 9) | def custom_payload_decoder(payload):
  function lambda_agent_options (line 16) | def lambda_agent_options():
  function mock_boto3_client (line 25) | def mock_boto3_client():
  function lambda_agent (line 30) | def lambda_agent(lambda_agent_options, mock_boto3_client):
  function test_init (line 33) | def test_init(lambda_agent, lambda_agent_options, mock_boto3_client):
  function test_default_input_payload_encoder (line 39) | def test_default_input_payload_encoder(lambda_agent):
  function test_default_output_payload_decoder (line 59) | def test_default_output_payload_decoder(lambda_agent):
  function test_process_request (line 75) | async def test_process_request(mock_boto3_client):
  function test_custom_encoder_decoder (line 136) | def test_custom_encoder_decoder(lambda_agent_options, mock_boto3_client):

FILE: python/src/tests/agents/test_lex_bot_agent.py
  function lex_bot_options (line 9) | def lex_bot_options():
  function mock_lex_client (line 20) | def mock_lex_client():
  function lex_bot_agent (line 25) | def lex_bot_agent(lex_bot_options, mock_lex_client):
  function test_lex_bot_agent_initialization (line 28) | def test_lex_bot_agent_initialization(lex_bot_options, lex_bot_agent):
  function test_lex_bot_agent_initialization_missing_params (line 34) | def test_lex_bot_agent_initialization_missing_params(lex_bot_agent):
  function test_process_request_success (line 43) | async def test_process_request_success(lex_bot_agent, mock_lex_client):
  function test_process_request_no_response (line 66) | async def test_process_request_no_response(lex_bot_agent, mock_lex_client):
  function test_process_request_error (line 78) | async def test_process_request_error(lex_bot_agent, mock_lex_client):
  function test_process_request_client_error (line 87) | async def test_process_request_client_error(lex_bot_agent, mock_lex_clie...

FILE: python/src/tests/agents/test_openai_agent.py
  function mock_openai_client (line 8) | def mock_openai_client():
  function openai_agent (line 18) | def openai_agent(mock_openai_client):
  function test_custom_system_prompt_with_variable (line 38) | def test_custom_system_prompt_with_variable():
  function test_process_request_success (line 54) | async def test_process_request_success(openai_agent, mock_openai_client):
  function test_process_request_streaming (line 75) | async def test_process_request_streaming(openai_agent, mock_openai_client):
  function test_process_request_with_retriever (line 115) | async def test_process_request_with_retriever(openai_agent, mock_openai_...
  function test_process_request_api_error (line 141) | async def test_process_request_api_error(openai_agent, mock_openai_client):
  function test_handle_single_response_no_choices (line 155) | async def test_handle_single_response_no_choices(openai_agent, mock_open...
  function test_is_streaming_enabled (line 169) | def test_is_streaming_enabled(openai_agent):

FILE: python/src/tests/agents/test_strands_agent.py
  function mock_model (line 20) | def mock_model():
  function mock_mcp_client (line 28) | def mock_mcp_client():
  function mock_strands_agent (line 36) | def mock_strands_agent():
  function agent_options (line 45) | def agent_options():
  function conversation_messages (line 51) | def conversation_messages():
  function mock_callbacks (line 66) | def mock_callbacks():
  class TestStrandsAgent (line 77) | class TestStrandsAgent:
    method test_init_basic (line 80) | def test_init_basic(self, agent_options, mock_model, mock_strands_agent):
    method test_init_with_mcp_clients (line 95) | def test_init_with_mcp_clients(self, agent_options, mock_model, mock_m...
    method test_init_with_tools (line 110) | def test_init_with_tools(self, agent_options, mock_model, mock_strands...
    method test_init_mcp_client_error (line 122) | def test_init_mcp_client_error(self, agent_options, mock_model):
    method test_del_with_mcp_clients (line 135) | def test_del_with_mcp_clients(self, mock_logger, agent_options, mock_m...
    method test_del_with_mcp_clients_error (line 151) | def test_del_with_mcp_clients_error(self, mock_logger, agent_options, ...
    method test_is_streaming_enabled (line 167) | def test_is_streaming_enabled(self, agent_options, mock_model, mock_st...
    method test_convert_chat_history_to_strands_format (line 179) | def test_convert_chat_history_to_strands_format(self, agent_options, m...
    method test_convert_chat_history_with_different_content_types (line 191) | def test_convert_chat_history_with_different_content_types(self, agent...
    method test_convert_chat_history_with_empty_content (line 209) | def test_convert_chat_history_with_empty_content(self, agent_options, ...
    method test_convert_chat_history_with_complex_nested_content (line 231) | def test_convert_chat_history_with_complex_nested_content(self, agent_...
    method test_convert_strands_result_to_conversation_message (line 254) | def test_convert_strands_result_to_conversation_message(self, agent_op...
    method test_convert_strands_result_with_multiple_content_blocks (line 268) | def test_convert_strands_result_with_multiple_content_blocks(self, age...
    method test_convert_strands_result_with_empty_content (line 285) | def test_convert_strands_result_with_empty_content(self, agent_options...
    method test_convert_strands_result_with_mixed_content_types (line 299) | def test_convert_strands_result_with_mixed_content_types(self, agent_o...
    method test_convert_strands_result_with_tool_use (line 317) | def test_convert_strands_result_with_tool_use(self, agent_options, moc...
    method test_prepare_conversation (line 335) | def test_prepare_conversation(self, agent_options, mock_model, convers...
    method test_handle_streaming_response (line 347) | async def test_handle_streaming_response(self, agent_options, mock_mod...
    method test_handle_streaming_response_error (line 386) | async def test_handle_streaming_response_error(self, agent_options, mo...
    method test_handle_single_response (line 408) | async def test_handle_single_response(self, agent_options, mock_model,...
    method test_handle_single_response_error (line 448) | async def test_handle_single_response_error(self, agent_options, mock_...
    method test_process_with_strategy_streaming (line 468) | async def test_process_with_strategy_streaming(self, agent_options, mo...
    method test_process_with_strategy_non_streaming (line 505) | async def test_process_with_strategy_non_streaming(self, agent_options...
    method test_process_request_streaming (line 533) | async def test_process_request_streaming(self, agent_options, mock_mod...
    method test_process_request_non_streaming (line 566) | async def test_process_request_non_streaming(self, agent_options, mock...
    method test_process_request_error (line 602) | async def test_process_request_error(self, agent_options, mock_model, ...
    method _async_generator (line 622) | async def _async_generator(items):
    method test_handle_streaming_response_with_malformed_events (line 627) | async def test_handle_streaming_response_with_malformed_events(self, a...
    method test_handle_streaming_response_with_network_interruption (line 656) | async def test_handle_streaming_response_with_network_interruption(sel...
    method test_process_request_with_invalid_chat_history (line 679) | async def test_process_request_with_invalid_chat_history(self, agent_o...

FILE: python/src/tests/agents/test_supervisor_agent.py
  function mock_boto3_client (line 19) | def mock_boto3_client():
  function mock_storage (line 23) | def mock_storage():
  class MockBedrockLLMAgent (line 49) | class MockBedrockLLMAgent(BedrockLLMAgent):
    method process_request (line 50) | async def process_request(self, *args, **kwargs):
  function supervisor_agent (line 59) | def supervisor_agent(mock_boto3_client):
  function test_supervisor_agent_initialization (line 80) | async def test_supervisor_agent_initialization(mock_boto3_client):
  function test_supervisor_agent_validation (line 106) | async def test_supervisor_agent_validation(mock_boto3_client):
  function test_send_message (line 130) | def test_send_message(supervisor_agent, mock_boto3_client):
  function test_send_messages (line 149) | async def test_send_messages(supervisor_agent):
  function test_process_request (line 164) | async def test_process_request(supervisor_agent):
  function test_format_agents_memory (line 183) | async def test_format_agents_memory(supervisor_agent):
  function test_supervisor_agent_with_custom_tools (line 201) | async def test_supervisor_agent_with_custom_tools(mock_boto3_client):
  function test_supervisor_agent_with_custom_tools_ (line 236) | async def test_supervisor_agent_with_custom_tools_(mock_boto3_client):
  function test_supervisor_agent_with_extra_tools (line 272) | async def test_supervisor_agent_with_extra_tools(mock_boto3_client):
  function test_supervisor_agent_error_handling (line 302) | async def test_supervisor_agent_error_handling(mock_boto3_client):
  function test_supervisor_agent_parallel_processing (line 329) | async def test_supervisor_agent_parallel_processing(mock_boto3_client):
  function test_supervisor_agent_memory_management (line 367) | async def test_supervisor_agent_memory_management(mock_boto3_client):

FILE: python/src/tests/classifiers/test_anthropic_classifier.py
  class MockAgent (line 9) | class MockAgent(Agent):
    method __init__ (line 11) | def __init__(self, agent_id, description="Test agent"):
    method process_request (line 22) | async def process_request(self, input_text, user_id, session_id, chat_...
  class TestAnthropicClassifierOptions (line 26) | class TestAnthropicClassifierOptions:
    method test_init_with_required_params (line 28) | def test_init_with_required_params(self):
    method test_init_with_all_params (line 37) | def test_init_with_all_params(self):
  class TestAnthropicClassifier (line 60) | class TestAnthropicClassifier:
    method setup_method (line 62) | def setup_method(self):
    method test_init_with_valid_api_key (line 71) | def test_init_with_valid_api_key(self, mock_anthropic):
    method test_init_without_api_key (line 83) | def test_init_without_api_key(self):
    method test_init_with_none_api_key (line 90) | def test_init_with_none_api_key(self):
    method test_init_with_custom_model_id (line 98) | def test_init_with_custom_model_id(self, mock_anthropic):
    method test_init_with_custom_inference_config (line 109) | def test_init_with_custom_inference_config(self, mock_anthropic):
    method test_init_with_partial_inference_config (line 130) | def test_init_with_partial_inference_config(self, mock_anthropic):
    method test_tools_configuration (line 146) | def test_tools_configuration(self, mock_anthropic):
    method test_process_request_success (line 171) | async def test_process_request_success(self, mock_anthropic):
    method test_process_request_no_tool_use (line 218) | async def test_process_request_no_tool_use(self, mock_anthropic):
    method test_process_request_invalid_tool_input (line 240) | async def test_process_request_invalid_tool_input(self, mock_is_tool_i...
    method test_process_request_api_exception (line 266) | async def test_process_request_api_exception(self, mock_anthropic):
    method test_process_request_with_callbacks (line 280) | async def test_process_request_with_callbacks(self, mock_anthropic):
    method test_process_request_with_empty_chat_history (line 328) | async def test_process_request_with_empty_chat_history(self, mock_anth...
    method test_process_request_agent_not_found (line 358) | async def test_process_request_agent_not_found(self, mock_anthropic):
    method test_process_request_with_custom_inference_config (line 388) | async def test_process_request_with_custom_inference_config(self, mock...
    method test_process_request_confidence_as_float (line 432) | async def test_process_request_confidence_as_float(self, mock_anthropic):

FILE: python/src/tests/classifiers/test_classifier.py
  class MockAgent (line 11) | class MockAgent(Agent):
    method __init__ (line 12) | def __init__(self, agent_id, description):
    method process_request (line 16) | async def process_request(
  class ConcreteClassifier (line 26) | class ConcreteClassifier(Classifier):
    method process_request (line 27) | async def process_request(self, input_text, chat_history):
  class TestClassifier (line 34) | class TestClassifier(unittest.TestCase):
    method setUp (line 35) | def setUp(self):
    method test_set_agents (line 46) | def test_set_agents(self):
    method test_format_messages (line 56) | def test_format_messages(self):
    method test_get_agent_by_id (line 66) | def test_get_agent_by_id(self):
    method test_get_agent_by_id_not_found (line 77) | def test_get_agent_by_id_not_found(self):
    method test_replace_placeholders (line 85) | def test_replace_placeholders(self):
    method test_replace_placeholders_with_list (line 96) | def test_replace_placeholders_with_list(self):
    method test_replace_placeholders_missing_key (line 106) | def test_replace_placeholders_missing_key(self):
    method test_classify (line 115) | def test_classify(self):
    method _async_test_classify (line 124) | async def _async_test_classify(self):
    method test_update_system_prompt (line 132) | def test_update_system_prompt(self):

FILE: python/src/tests/retrievers/test_retriever.py
  class ConcreteRetriever (line 7) | class ConcreteRetriever(Retriever):
    method retrieve (line 10) | async def retrieve(self, text: str) -> str:
    method retrieve_and_combine_results (line 13) | async def retrieve_and_combine_results(self, text: str) -> str:
    method retrieve_and_generate (line 16) | async def retrieve_and_generate(self, text: str) -> str:
  function retriever (line 20) | def retriever():
  function test_retrieve (line 25) | async def test_retrieve(retriever):
  function test_retrieve_and_combine_results (line 30) | async def test_retrieve_and_combine_results(retriever):
  function test_retrieve_and_generate (line 35) | async def test_retrieve_and_generate(retriever):
  function test_init (line 39) | def test_init():
  function test_abstract_class (line 44) | def test_abstract_class():
  function test_abstract_methods (line 49) | async def test_abstract_methods():

FILE: python/src/tests/storage/test_chat_storage.py
  class MockChatStorage (line 6) | class MockChatStorage(ChatStorage):
    method save_chat_message (line 7) | async def save_chat_message(self, user_id: str, session_id: str, agent...
    method save_chat_messages (line 11) | async def save_chat_messages(self, user_id: str, session_id: str, agen...
    method fetch_chat (line 14) | async def fetch_chat(self, user_id: str, session_id: str, agent_id: st...
    method fetch_all_chats (line 17) | async def fetch_all_chats(self, user_id: str, session_id: str) -> list...
  function chat_storage (line 21) | def chat_storage():
  function test_is_same_role_as_last_message (line 24) | def test_is_same_role_as_last_message(chat_storage):
  function test_trim_conversation (line 41) | def test_trim_conversation(chat_storage):
  function test_save_chat_message (line 73) | async def test_save_chat_message(chat_storage):
  function test_save_chat_messages (line 84) | async def test_save_chat_messages(chat_storage):
  function test_fetch_chat (line 108) | async def test_fetch_chat(chat_storage):
  function test_fetch_all_chats (line 118) | async def test_fetch_all_chats(chat_storage):

FILE: python/src/tests/storage/test_dynamodb_chat_storage.py
  function dynamodb_table (line 9) | def dynamodb_table():
  function chat_storage (line 27) | def chat_storage(dynamodb_table):
  function test_save_and_fetch_chat_message (line 31) | async def test_save_and_fetch_chat_message(chat_storage):
  function test_fetch_chat_with_timestamp (line 50) | async def test_fetch_chat_with_timestamp(chat_storage):
  function test_fetch_all_chats (line 66) | async def test_fetch_all_chats(chat_storage):
  function test_consecutive_message_handling (line 83) | async def test_consecutive_message_handling(chat_storage):
  function test_trim_conversation (line 98) | async def test_trim_conversation(chat_storage):
  function test_save_and_fetch_chat_messages (line 117) | async def test_save_and_fetch_chat_messages(chat_storage):
  function test_save_and_fetch_chat_messages_timestamp (line 148) | async def test_save_and_fetch_chat_messages_timestamp(chat_storage):

FILE: python/src/tests/storage/test_in_memory_chat_storage.py
  function mock_logger (line 10) | def mock_logger():
  function storage (line 16) | def storage(mock_logger):
  function test_save_chat_message (line 20) | async def test_save_chat_message(storage):
  function test_save_consecutive_message (line 33) | async def test_save_consecutive_message(storage):
  function test_fetch_chat (line 47) | async def test_fetch_chat(storage):
  function test_fetch_all_chats (line 61) | async def test_fetch_all_chats(storage):
  function test_fetch_all_chats (line 79) | async def test_fetch_all_chats(storage):
  function test_trim_conversation (line 96) | async def test_trim_conversation(storage):
  function test_generate_key (line 113) | def test_generate_key():
  function test_remove_timestamps (line 117) | def test_remove_timestamps():
  function test_save_chat_messages (line 132) | async def test_save_chat_messages(storage):
  function test_save_chat_messages_timestamp (line 150) | async def test_save_chat_messages_timestamp(storage):

FILE: python/src/tests/storage/test_sql_chat_storage.py
  function sql_storage (line 12) | async def sql_storage():
  function test_save_and_fetch_message (line 26) | async def test_save_and_fetch_message(sql_storage: SqlChatStorage):
  function test_save_consecutive_same_role_messages (line 55) | async def test_save_consecutive_same_role_messages(sql_storage: SqlChatS...
  function test_max_history_size (line 96) | async def test_max_history_size(sql_storage: SqlChatStorage):
  function test_save_multiple_messages (line 125) | async def test_save_multiple_messages(sql_storage: SqlChatStorage):
  function test_fetch_all_chats (line 156) | async def test_fetch_all_chats(sql_storage: SqlChatStorage):
  function test_multiple_users_and_sessions (line 184) | async def test_multiple_users_and_sessions(sql_storage: SqlChatStorage):
  function test_empty_fetch (line 216) | async def test_empty_fetch(sql_storage: SqlChatStorage):
  function test_save_empty_batch (line 232) | async def test_save_empty_batch(sql_storage: SqlChatStorage):
  function test_message_ordering (line 243) | async def test_message_ordering(sql_storage: SqlChatStorage):
  function test_invalid_database_url (line 278) | async def test_invalid_database_url():
  function test_concurrent_access (line 285) | async def test_concurrent_access(sql_storage: SqlChatStorage):
  function test_transaction_rollback (line 315) | async def test_transaction_rollback(sql_storage: SqlChatStorage):
  function test_database_connection_handling (line 346) | async def test_database_connection_handling():

FILE: python/src/tests/test_orchestrator.py
  function mock_boto3_client (line 25) | def mock_boto3_client():
  function mock_logger (line 31) | def mock_logger():
  function mock_storage (line 35) | def mock_storage():
  function mock_classifier (line 43) | def mock_classifier():
  function mock_agent (line 49) | def mock_agent():
  function mock_streaming_agent (line 59) | def mock_streaming_agent():
  function orchestrator (line 69) | def orchestrator(mock_storage, mock_classifier, mock_logger, mock_agent,...
  function test_init_with_dict_options (line 77) | def test_init_with_dict_options(mock_boto3_client):
  function test_init_with_invalid_options (line 85) | def test_init_with_invalid_options(mock_boto3_client):
  function test_add_agent (line 90) | def test_add_agent(orchestrator, mock_agent):
  function test_add_duplicate_agent (line 95) | def test_add_duplicate_agent(orchestrator, mock_agent):
  function test_get_all_agents (line 100) | def test_get_all_agents(orchestrator, mock_agent):
  function test_get_default_agent (line 107) | def test_get_default_agent(orchestrator, mock_agent):
  function test_set_default_agent (line 110) | def test_set_default_agent(orchestrator, mock_agent):
  function test_classify_request_success (line 117) | async def test_classify_request_success(orchestrator, mock_agent):
  function test_classify_request_no_agent_with_default (line 125) | async def test_classify_request_no_agent_with_default(orchestrator):
  function test_classify_request_error (line 133) | async def test_classify_request_error(orchestrator):
  function test_dispatch_to_agent_success (line 141) | async def test_dispatch_to_agent_success(orchestrator, mock_agent):
  function test_dispatch_to_agent_no_agent (line 160) | async def test_dispatch_to_agent_no_agent(orchestrator):
  function test_agent_process_request_streaming (line 176) | async def test_agent_process_request_streaming(orchestrator, mock_stream...
  function test_route_request_success (line 203) | async def test_route_request_success(orchestrator, mock_agent):
  function test_route_request_error (line 223) | async def test_route_request_error(orchestrator):
  function test_save_message (line 237) | async def test_save_message(orchestrator, mock_agent):
  function test_save_messages (line 259) | async def test_save_messages(orchestrator, mock_agent):
  function test_measure_execution_time (line 282) | async def test_measure_execution_time(orchestrator):
  function test_measure_execution_time_error (line 294) | async def test_measure_execution_time_error(orchestrator):
  function test_create_metadata (line 307) | def test_create_metadata(orchestrator, mock_agent):
  function test_create_metadata_no_agent (line 325) | def test_create_metadata_no_agent(orchestrator):
  function test_get_fallback_result (line 340) | def test_get_fallback_result(orchestrator, mock_agent):

FILE: python/src/tests/utils/test_helpers.py
  function test_is_tool_input (line 9) | def test_is_tool_input():
  function test_conversation_to_dict (line 25) | def test_conversation_to_dict():

FILE: python/src/tests/utils/test_logger.py
  function logger_instance (line 8) | def logger_instance():
  function mock_logger (line 12) | def mock_logger(mocker):
  function test_logger_initialization (line 15) | def test_logger_initialization():
  function test_logger_initialization_with_custom_config (line 20) | def test_logger_initialization_with_custom_config():
  function test_set_logger (line 25) | def test_set_logger(mock_logger):
  function test_log_methods (line 30) | def test_log_methods(mock_logger, log_method):
  function test_log_header (line 36) | def test_log_header(mock_logger):
  function test_print_chat_history_agent (line 42) | def test_print_chat_history_agent(logger_instance, mock_logger, mocker):
  function test_not_print_chat_history_agent (line 52) | def test_not_print_chat_history_agent(logger_instance, mock_logger, mock...
  function test_print_chat_history_classifier (line 62) | def test_print_chat_history_classifier(logger_instance, mock_logger, moc...
  function test_not_print_chat_history_classifier (line 72) | def test_not_print_chat_history_classifier(logger_instance, mock_logger,...
  function test_log_classifier_output (line 82) | def test_log_classifier_output(logger_instance, mock_logger):
  function test_not_log_classifier_output (line 90) | def test_not_log_classifier_output(logger_instance, mock_logger):
  function test_print_execution_times (line 97) | def test_print_execution_times(logger_instance, mock_logger):
  function test_log_methods_with_args (line 104) | def test_log_methods_with_args(mock_logger):
  function test_print_chat_history_empty (line 109) | def test_print_chat_history_empty(logger_instance, mock_logger):
  function test_print_execution_times_empty (line 116) | def test_print_execution_times_empty(logger_instance, mock_logger):
  function test_not_print_execution_times_empty (line 122) | def test_not_print_execution_times_empty(logger_instance, mock_logger):

FILE: python/src/tests/utils/test_tool.py
  function _tool_hanlder (line 7) | def _tool_hanlder(input: str) -> str:
  function fetch_weather_data (line 18) | async def fetch_weather_data(latitude:str, longitude:str):
  function test_tools_without_description (line 32) | def test_tools_without_description():
  function test_tools_with_description (line 44) | def test_tools_with_description():
  function test_tools_format (line 108) | def test_tools_format():
  function test_tool_handler_bedrock (line 186) | async def test_tool_handler_bedrock():
  function test_tool_handler_anthropic (line 232) | async def test_tool_handler_anthropic():
  function test_tools_format (line 263) | def test_tools_format():
  function tool_with_enums (line 354) | def tool_with_enums(latitude:str, longitude:str, units:str):
  function test_tool_with_enums (line 370) | def test_tool_with_enums():
  function test_tool_with_properties (line 407) | def test_tool_with_properties():
  function test_tool_not_found (line 475) | async def test_tool_not_found():
  function test_get_tool_use_block (line 486) | def test_get_tool_use_block():
  function test_no_func (line 495) | def test_no_func():
  function test_no_tool_block (line 504) | async def test_no_tool_block():
  function test_no_tool_use_block (line 516) | async def test_no_tool_use_block():
  function test_self_param (line 528) | def test_self_param():

FILE: typescript/src/agentOverlapAnalyzer.ts
  type OverlapResult (line 5) | interface OverlapResult {
  type UniquenessScore (line 10) | interface UniquenessScore {
  type AnalysisResult (line 15) | interface AnalysisResult {
  class AgentOverlapAnalyzer (line 20) | class AgentOverlapAnalyzer {
    method constructor (line 23) | constructor(agents: {
    method analyzeOverlap (line 29) | analyzeOverlap(): void {
    method calculateCosineSimilarity (line 118) | private calculateCosineSimilarity(

FILE: typescript/src/agents/agent.ts
  type AgentProcessingResult (line 5) | interface AgentProcessingResult {
  type AgentResponse (line 32) | type AgentResponse = {
  class AgentCallbacks (line 39) | class AgentCallbacks {
    method onAgentStart (line 45) | async onAgentStart(
    method onAgentEnd (line 72) | async onAgentEnd(
    method onLlmStart (line 99) | async onLlmStart(
    method onLlmNewToken (line 124) | async onLlmNewToken(_token: string, ..._kwargs: any[]): Promise<void> {
    method onLlmEnd (line 134) | async onLlmEnd(
  type AgentOptions (line 160) | interface AgentOptions {
  method constructor (line 208) | constructor(options: AgentOptions) {
  method generateKeyFromName (line 230) | private generateKeyFromName(name: string): string {
  method logDebug (line 244) | protected logDebug(className: string, message: string, data?: any): void {

FILE: typescript/src/agents/amazonBedrockAgent.ts
  type AmazonBedrockAgentOptions (line 11) | interface AmazonBedrockAgentOptions extends AgentOptions {
  class AmazonBedrockAgent (line 25) | class AmazonBedrockAgent extends Agent {
    method constructor (line 37) | constructor(options: AmazonBedrockAgentOptions) {
    method handleStreamingResponse (line 49) | private async *handleStreamingResponse(response: InvokeAgentCommandOut...
    method processRequest (line 73) | async processRequest(

FILE: typescript/src/agents/anthropicAgent.ts
  type AnthropicAgentOptions (line 14) | interface AnthropicAgentOptions extends AgentOptions {
  type WithApiKey (line 52) | type WithApiKey = {
  type WithClient (line 57) | type WithClient = {
  type AnthropicAgentOptionsWithAuth (line 62) | type AnthropicAgentOptionsWithAuth = AnthropicAgentOptions &
  class AnthropicAgent (line 65) | class AnthropicAgent extends Agent {
    method constructor (line 97) | constructor(options: AnthropicAgentOptionsWithAuth) {
    method isAgentTools (line 160) | private isAgentTools(
    method formatTools (line 173) | private formatTools(tools: AgentTools): any[] {
    method formatToolResults (line 190) | private formatToolResults(
    method getToolName (line 215) | private getToolName(toolUseBlock: any): string {
    method getToolId (line 226) | private getToolId(toolUseBlock: any): string {
    method getInputData (line 238) | private getInputData(toolUseBlock: any): any {
    method getToolUseBlock (line 249) | private getToolUseBlock(block: any): any {
    method processRequest (line 254) | async processRequest(
    method handleSingleResponse (line 384) | protected async handleSingleResponse(input: any): Promise<Anthropic.Me...
    method handleStreamingResponse (line 394) | private async *handleStreamingResponse(
    method setSystemPrompt (line 497) | setSystemPrompt(template?: string, variables?: TemplateVariables): void {
    method updateSystemPrompt (line 509) | private updateSystemPrompt(): void {
    method replaceplaceholders (line 520) | private replaceplaceholders(

FILE: typescript/src/agents/bedrockFlowsAgent.ts
  type BedrockFlowsAgentOptions (line 9) | interface BedrockFlowsAgentOptions extends AgentOptions {
  class BedrockFlowsAgent (line 19) | class BedrockFlowsAgent extends Agent {
    method constructor (line 29) | constructor(options: BedrockFlowsAgentOptions) {
    method defaultFlowInputEncoder (line 56) | defaultFlowInputEncoder(agent: Agent, inputText: string, ..._kwargs: a...
    method defaultFlowOutputDecoder (line 60) | defaultFlowOutputDecoder(agent: Agent, response: any): ConversationMes...
    method processRequest (line 67) | async processRequest(

FILE: typescript/src/agents/bedrockInlineAgent.ts
  type BedrockInlineAgentOptions (line 16) | interface BedrockInlineAgentOptions extends AgentOptions {
  class BedrockInlineAgent (line 38) | class BedrockInlineAgent extends Agent {
    method constructor (line 101) | constructor(options: BedrockInlineAgentOptions) {
    method inlineAgentToolHandler (line 207) | private async inlineAgentToolHandler(
    method processRequest (line 307) | async processRequest(
    method setSystemPrompt (line 381) | setSystemPrompt(template?: string, variables?: TemplateVariables): void {
    method updateSystemPrompt (line 391) | private updateSystemPrompt(): void {
    method replaceplaceholders (line 398) | private replaceplaceholders(template: string, variables: TemplateVaria...

FILE: typescript/src/agents/bedrockLLMAgent.ts
  type BedrockLLMAgentOptions (line 20) | interface BedrockLLMAgentOptions extends AgentOptions {
  class BedrockLLMAgent (line 58) | class BedrockLLMAgent extends Agent {
    method constructor (line 112) | constructor(options: BedrockLLMAgentOptions) {
    method isAgentTools (line 167) | private isAgentTools(tool: AgentTools | Tool[]): tool is AgentTools {
    method formatToolResults (line 178) | private formatToolResults(
    method formatTools (line 203) | private formatTools(tools: AgentTools): any[] {
    method getToolName (line 226) | private getToolName(toolUseBlock: any): string {
    method getToolId (line 237) | private getToolId(toolUseBlock: any): string {
    method getInputData (line 248) | private getInputData(toolUseBlock: any): any {
    method getToolUseBlock (line 259) | private getToolUseBlock(block: any): any {
    method processRequest (line 273) | async processRequest(
    method handleSingleResponse (line 402) | protected async handleSingleResponse(
    method handleStreamingResponse (line 419) | private async *handleStreamingResponse(input: any): AsyncIterable<stri...
    method setSystemPrompt (line 512) | setSystemPrompt(template?: string, variables?: TemplateVariables): void {
    method updateSystemPrompt (line 524) | private updateSystemPrompt(): void {
    method replaceplaceholders (line 537) | private replaceplaceholders(

FILE: typescript/src/agents/bedrockTranslatorAgent.ts
  type BedrockTranslatorAgentOptions (line 6) | interface BedrockTranslatorAgentOptions extends AgentOptions {
  type ToolInput (line 19) | interface ToolInput {
  function isToolInput (line 23) | function isToolInput(input: unknown): input is ToolInput {
  class BedrockTranslatorAgent (line 31) | class BedrockTranslatorAgent extends Agent {
    method constructor (line 64) | constructor(options: BedrockTranslatorAgentOptions) {
    method processRequest (line 83) | async processRequest(
    method setSourceLanguage (line 172) | setSourceLanguage(language: string | undefined): void {
    method setTargetLanguage (line 176) | setTargetLanguage(language: string): void {

FILE: typescript/src/agents/chainAgent.ts
  type ChainAgentOptions (line 5) | interface ChainAgentOptions extends AgentOptions {
  class ChainAgent (line 10) | class ChainAgent extends Agent {
    method constructor (line 14) | constructor(options: ChainAgentOptions) {
    method processRequest (line 34) | async processRequest(
    method isAsyncIterable (line 96) | private isAsyncIterable(obj: any): obj is AsyncIterable<any> {
    method isConversationMessage (line 101) | private isConversationMessage(response: any): response is Conversation...
    method createDefaultResponse (line 105) | private createDefaultResponse(): ConversationMessage {

FILE: typescript/src/agents/comprehendFilterAgent.ts
  type ToxicContent (line 16) | interface ToxicContent {
  type ToxicLabels (line 22) | interface ToxicLabels {
  type CheckFunction (line 28) | type CheckFunction = (input: string) => Promise<string | null>;
  type ComprehendFilterAgentOptions (line 31) | interface ComprehendFilterAgentOptions extends AgentOptions {
  class ComprehendFilterAgent (line 49) | class ComprehendFilterAgent extends Agent {
    method constructor (line 65) | constructor(options: ComprehendFilterAgentOptions) {
    method processRequest (line 99) | async processRequest(
    method addCustomCheck (line 159) | addCustomCheck(check: CheckFunction) {
    method checkSentiment (line 168) | private checkSentiment(result: DetectSentimentCommandOutput): string |...
    method checkPii (line 181) | private checkPii(result: DetectPiiEntitiesCommandOutput): string | null {
    method checkToxicity (line 193) | private checkToxicity(result: DetectToxicContentCommandOutput): string...
    method detectSentiment (line 205) | private async detectSentiment(text: string) {
    method detectPiiEntities (line 217) | private async detectPiiEntities(text: string) {
    method detectToxicContent (line 229) | private async detectToxicContent(text: string) {
    method getToxicLabels (line 242) | private getToxicLabels(toxicityResult: DetectToxicContentCommandOutput...
    method setLanguageCode (line 264) | setLanguageCode(languageCode: LanguageCode): void {
    method validateLanguageCode (line 278) | private validateLanguageCode(languageCode: LanguageCode | undefined): ...

FILE: typescript/src/agents/lambdaAgent.ts
  type LambdaAgentOptions (line 6) | interface LambdaAgentOptions extends AgentOptions {
  class LambdaAgent (line 13) | class LambdaAgent extends Agent {
    method constructor (line 17) | constructor(options: LambdaAgentOptions) {
    method defaultInputPayloadEncoder (line 24) | private defaultInputPayloadEncoder(inputText: string, chatHistory: Con...
    method defaultOutputPayloaderDecoder (line 34) | private defaultOutputPayloaderDecoder(response: any): ConversationMess...
    method processRequest (line 43) | async processRequest(

FILE: typescript/src/agents/lexBotAgent.ts
  type LexBotAgentOptions (line 15) | interface LexBotAgentOptions extends AgentOptions {
  class LexBotAgent (line 26) | class LexBotAgent extends Agent {
    method constructor (line 36) | constructor(options: LexBotAgentOptions) {
    method processRequest (line 61) | async processRequest(

FILE: typescript/src/agents/openAIAgent.ts
  type WithApiKey (line 7) | type WithApiKey = {
  type WithClient (line 12) | type WithClient = {
  type OpenAIAgentOptions (line 17) | interface OpenAIAgentOptions extends AgentOptions {
  type OpenAIAgentOptionsWithAuth (line 34) | type OpenAIAgentOptionsWithAuth = OpenAIAgentOptions & (WithApiKey | Wit...
  constant DEFAULT_MAX_TOKENS (line 36) | const DEFAULT_MAX_TOKENS = 1000;
  class OpenAIAgent (line 38) | class OpenAIAgent extends Agent {
    method constructor (line 54) | constructor(options: OpenAIAgentOptionsWithAuth) {
    method processRequest (line 110) | async processRequest(
    method setSystemPrompt (line 162) | setSystemPrompt(template?: string, variables?: TemplateVariables): void {
    method updateSystemPrompt (line 172) | private updateSystemPrompt(): void {
    method replaceplaceholders (line 179) | private replaceplaceholders(template: string, variables: TemplateVaria...
    method handleSingleResponse (line 189) | private async handleSingleResponse(input: any): Promise<ConversationMe...
    method handleStreamingResponse (line 213) | private async *handleStreamingResponse(options: OpenAI.Chat.ChatComple...

FILE: typescript/src/agents/supervisorAgent.ts
  type SupervisorAgentOptions (line 10) | interface SupervisorAgentOptions extends AgentOptions{
  class SupervisorAgent (line 18) | class SupervisorAgent extends Agent {
    method constructor (line 30) | constructor(options: SupervisorAgentOptions) {
    method configureSupervisorTools (line 74) | private configureSupervisorTools(extraTools?: AgentTools): void {
    method configurePrompt (line 117) | private configurePrompt(): void {
    method accumulateStreamResponse (line 170) | private async accumulateStreamResponse(
    method sendMessage (line 180) | private async sendMessage(
    method sendMessages (line 262) | private async sendMessages(
    method formatAgentsMemory (line 291) | private formatAgentsMemory(agentsHistory: ConversationMessage[]): stri...
    method processRequest (line 310) | async processRequest(

FILE: typescript/src/classifiers/anthropicClassifier.ts
  type AnthropicClassifierOptions (line 11) | interface AnthropicClassifierOptions {
  class AnthropicClassifier (line 39) | class AnthropicClassifier extends Classifier {
    method constructor (line 76) | constructor(options: AnthropicClassifierOptions) {
    method processRequest (line 98) | async processRequest(

FILE: typescript/src/classifiers/bedrockClassifier.ts
  type BedrockClassifierOptions (line 20) | interface BedrockClassifierOptions {
  class BedrockClassifier (line 52) | class BedrockClassifier extends Classifier{
    method constructor (line 97) | constructor(options: Partial<BedrockClassifierOptions> = {}) {
    method processRequest (line 125) | async processRequest(

FILE: typescript/src/classifiers/classifier.ts
  type ClassifierResult (line 8) | interface ClassifierResult {
  class ClassifierCallbacks (line 17) | class ClassifierCallbacks {
    method onClassifierStart (line 22) | async onClassifierStart(
    method onClassifierStop (line 44) | async onClassifierStop(
  method constructor (line 85) | constructor() {
  method setAgents (line 173) | setAgents(agents: { [key: string]: Agent }) {
  method setHistory (line 181) | setHistory(messages: ConversationMessage[]): void {
  method setSystemPrompt (line 185) | setSystemPrompt(template?: string, variables?: TemplateVariables): void {
  method formatMessages (line 197) | private formatMessages(messages: ConversationMessage[]): string {
  method classify (line 219) | async classify(
  method updateSystemPrompt (line 244) | private updateSystemPrompt(): void {
  method replaceplaceholders (line 257) | private replaceplaceholders(
  method getAgentById (line 273) | protected getAgentById(agentId: string): Agent | null {

FILE: typescript/src/classifiers/openAIClassifier.ts
  type OpenAIClassifierOptions (line 10) | interface OpenAIClassifierOptions {
  class OpenAIClassifier (line 36) | class OpenAIClassifier extends Classifier {
    method constructor (line 74) | constructor(options: OpenAIClassifierOptions) {
    method processRequest (line 104) | async processRequest(

FILE: typescript/src/common/src/awsSdkUtils.ts
  constant EXEC_ENV (line 4) | const EXEC_ENV = process.env.AWS_EXECUTION_ENV || 'NA';

FILE: typescript/src/common/src/types/awsSdk.ts
  type SdkClient (line 6) | interface SdkClient {
  type MiddlewareArgsLike (line 22) | type MiddlewareArgsLike = { request: { headers: { [key: string]: string ...

FILE: typescript/src/common/src/version.ts
  constant MAOTS_VERSION (line 2) | const MAOTS_VERSION = '1.0.0';

FILE: typescript/src/orchestrator.ts
  type AgentSquadConfig (line 12) | interface AgentSquadConfig {
  constant DEFAULT_CONFIG (line 90) | const DEFAULT_CONFIG: AgentSquadConfig = {
  type DispatchToAgentsParams (line 126) | interface DispatchToAgentsParams {
  type OrchestratorOptions (line 150) | interface OrchestratorOptions {
  type RequestMetadata (line 158) | interface RequestMetadata {
  type ThinkingResponse (line 183) | type ThinkingResponse = {
  class AgentSquad (line 188) | class AgentSquad {
    method constructor (line 197) | constructor(options: OrchestratorOptions = {}) {
    method analyzeAgentOverlap (line 241) | analyzeAgentOverlap(): void {
    method addAgent (line 247) | addAgent(agent: Agent): void {
    method getDefaultAgent (line 255) | getDefaultAgent(): Agent {
    method setDefaultAgent (line 259) | setDefaultAgent(agent: Agent): void {
    method getAllAgents (line 263) | getAllAgents(): { [key: string]: { name: string; description: string }...
    method isAsyncIterable (line 272) | private isAsyncIterable(obj: any): obj is AsyncIterable<any> {
    method dispatchToAgent (line 276) | async dispatchToAgent(
    method classifyRequest (line 353) | async classifyRequest(
    method agentProcessRequest (line 385) | async agentProcessRequest(
    method routeRequest (line 451) | async routeRequest(
    method processStreamInBackground (line 504) | private async processStreamInBackground(
    method measureExecutionTime (line 558) | private measureExecutionTime<T>(
    method createMetadata (line 585) | private createMetadata(
    method getFallbackResult (line 615) | private getFallbackResult(): ClassifierResult {

FILE: typescript/src/retrievers/AmazonKBRetriever.ts
  type AmazonKnowledgeBasesRetrieverOptions (line 14) | interface AmazonKnowledgeBasesRetrieverOptions {
  class AmazonKnowledgeBasesRetriever (line 24) | class AmazonKnowledgeBasesRetriever extends Retriever {
    method constructor (line 33) | constructor(client: BedrockAgentRuntimeClient, options: AmazonKnowledg...
    method send_command (line 50) | private async send_command(command: any): Promise<any> {
    method retrieveAndGenerate (line 65) | public async retrieveAndGenerate(
    method retrieve (line 87) | public async retrieve(
    method retrieveAndCombineResults (line 112) | public async retrieveAndCombineResults(
    method combineRetrievalResults (line 131) | private combineRetrievalResults(retrievalResults: KnowledgeBaseRetriev...

FILE: typescript/src/retrievers/retriever.ts
  method constructor (line 14) | constructor(options: any) {

FILE: typescript/src/storage/chatStorage.ts
  method isConsecutiveMessage (line 5) | public isConsecutiveMessage(conversation: ConversationMessage[], newMess...
  method trimConversation (line 11) | protected trimConversation(conversation: ConversationMessage[], maxHisto...

FILE: typescript/src/storage/dynamoDbChatStorage.ts
  class DynamoDbChatStorage (line 14) | class DynamoDbChatStorage extends ChatStorage {
    method constructor (line 20) | constructor(tableName: string, region: string, ttlKey?: string, ttlDur...
    method saveChatMessage (line 29) | async saveChatMessage(
    method fetchChat (line 80) | async fetchChat(
    method fetchAllChats (line 101) | async fetchAllChats(userId: string, sessionId: string): Promise<Conver...
    method generateKey (line 143) | private generateKey(userId: string, sessionId: string, agentId: string...
    method removeTimestamps (line 147) | private removeTimestamps(messages: TimestampedMessage[] | Conversation...

FILE: typescript/src/storage/memoryChatStorage.ts
  class InMemoryChatStorage (line 5) | class InMemoryChatStorage extends ChatStorage {
    method constructor (line 8) | constructor() {
    method saveChatMessage (line 13) | async saveChatMessage(
    method fetchChat (line 36) | async fetchChat(
    method fetchAllChats (line 50) | async fetchAllChats(
    method generateKey (line 72) | private generateKey(userId: string, sessionId: string, agentId: string...
    method removeTimestamps (line 76) | private removeTimestamps(messages: TimestampedMessage[]): Conversation...

FILE: typescript/src/storage/sqlChatStorage.ts
  class SqlChatStorage (line 6) | class SqlChatStorage extends ChatStorage {
    method constructor (line 10) | constructor(url: string, authToken?: string) {
    method initializeDatabase (line 19) | private async initializeDatabase() {
    method saveChatMessage (line 46) | async saveChatMessage(
    method fetchChat (line 132) | async fetchChat(
    method fetchAllChats (line 166) | async fetchAllChats(
    method waitForInitialization (line 195) | async waitForInitialization() {
    method close (line 202) | close() {

FILE: typescript/src/types/index.ts
  constant BEDROCK_MODEL_ID_CLAUDE_3_HAIKU (line 1) | const BEDROCK_MODEL_ID_CLAUDE_3_HAIKU = "anthropic.claude-3-haiku-202403...
  constant BEDROCK_MODEL_ID_CLAUDE_3_SONNET (line 2) | const BEDROCK_MODEL_ID_CLAUDE_3_SONNET = "anthropic.claude-3-sonnet-2024...
  constant BEDROCK_MODEL_ID_CLAUDE_3_5_SONNET (line 3) | const BEDROCK_MODEL_ID_CLAUDE_3_5_SONNET = "anthropic.claude-3-5-sonnet-...
  constant BEDROCK_MODEL_ID_LLAMA_3_70B (line 4) | const BEDROCK_MODEL_ID_LLAMA_3_70B = "meta.llama3-70b-instruct-v1:0";
  constant OPENAI_MODEL_ID_GPT_O_MINI (line 5) | const OPENAI_MODEL_ID_GPT_O_MINI = "gpt-4o-mini";
  constant ANTHROPIC_MODEL_ID_CLAUDE_3_5_SONNET (line 6) | const ANTHROPIC_MODEL_ID_CLAUDE_3_5_SONNET = "claude-3-5-sonnet-20240620";
  type AgentTypes (line 13) | type AgentTypes = typeof AgentTypes[keyof typeof AgentTypes];
  type ToolInput (line 15) | interface ToolInput {
  type StreamingResponse (line 25) | type StreamingResponse = {
  type ParticipantRole (line 33) | enum ParticipantRole {
  type ConversationMessage (line 41) | interface ConversationMessage {
  type TimestampedMessage (line 50) | type TimestampedMessage = ConversationMessage & { timestamp: number };
  type TemplateVariables (line 52) | interface TemplateVariables {
  type AgentProviderType (line 57) | enum AgentProviderType {

FILE: typescript/src/utils/chatUtils.ts
  function saveConversationExchange (line 5) | async function saveConversationExchange(

FILE: typescript/src/utils/helpers.ts
  class AccumulatorTransform (line 5) | class AccumulatorTransform extends Transform {
    method constructor (line 8) | constructor() {
    method _transform (line 15) | _transform(chunk: any, encoding: string, callback: TransformCallback):...
    method extractFromChunk (line 24) | extractFromChunk(chunk: any): string | null | any {
    method getAccumulatedData (line 36) | getAccumulatedData(): string {
  function extractXML (line 41) | function extractXML(text: string) {
  function isClassifierToolInput (line 48) | function isClassifierToolInput(input: unknown): input is ToolInput {
  function isConversationMessage (line 58) | function isConversationMessage(result: any): result is ConversationMessa...

FILE: typescript/src/utils/logger.ts
  class Logger (line 6) | class Logger {
    method constructor (line 10) | constructor(config: Partial<AgentSquadConfig>= {}, logger:any = consol...
    method setLogger (line 15) | private setLogger(logger: any): void {
    method info (line 19) | public info(message: string, ...params: any[]): void {
    method warn (line 23) | public warn(message: string, ...params: any[]): void {
    method error (line 27) | public error(message: string, ...params: any[]): void {
    method debug (line 31) | public debug(message: string, ...params: any[]): void {
    method log (line 35) | public log(message: string, ...params: any[]): void {
    method logHeader (line 39) | private logHeader(title: string): void {
    method printChatHistory (line 44) | printChatHistory(chatHistory: ConversationMessage[], agentId: string |...
    method logClassifierOutput (line 69) | logClassifierOutput(output: any, isRaw: boolean = false): void {
    method printIntent (line 78) | printIntent(userInput: string, intentClassifierResult: ClassifierResul...
    method printExecutionTimes (line 96) | printExecutionTimes(executionTimes: Map<string, number>): void {

FILE: typescript/src/utils/tool.ts
  class AgentToolResult (line 4) | class AgentToolResult {
    method constructor (line 5) | constructor(
  class AgentToolCallbacks (line 11) | class AgentToolCallbacks {
    method onToolStart (line 16) | onToolStart(
    method onToolEnd (line 38) | onToolEnd(
    method onToolError (line 62) | onToolError(
  type ToolFunction (line 87) | type ToolFunction = (...args: any[]) => Promise<any> | any;
  class AgentTool (line 92) | class AgentTool {
    method constructor (line 100) | constructor(options: {
    method extractFunctionDescription (line 124) | private extractFunctionDescription(): string {
    method extractProperties (line 128) | private extractProperties(func: ToolFunction): Record<string, any> {
    method getParamNames (line 141) | private getParamNames(func: ToolFunction): string[] {
    method wrapFunction (line 153) | private wrapFunction(func: ToolFunction): ToolFunction {
  class AgentTools (line 164) | class AgentTools {
    method constructor (line 168) | constructor(tools: AgentTool[], callbacks?: AgentToolCallbacks) {
    method toolHandler (line 173) | async toolHandler(
    method processTool (line 202) | private async processTool(toolName: string, inputData: any): Promise<a...

FILE: typescript/tests/Orchestrator.test.ts
  class MockAgent (line 21) | class MockAgent extends Agent {
    method constructor (line 22) | constructor(options: AgentOptions) {
    method processRequest (line 26) | async processRequest(

FILE: typescript/tests/agents/OpenAi.test.ts
  method [Symbol.asyncIterator] (line 92) | async *[Symbol.asyncIterator]() {

FILE: typescript/tests/classifiers/Classifier.test.ts
  class MockBedrockLLMAgent (line 6) | class MockBedrockLLMAgent extends BedrockLLMAgent {
    method constructor (line 7) | constructor(config: { name: string; streaming: boolean; description: s...
    method processRequest (line 12) | async processRequest(
  class MockClassifier (line 25) | class MockClassifier extends Classifier {
    method processRequest (line 26) | async processRequest(

FILE: typescript/tests/mock/mockAgent.ts
  class MockAgent (line 7) | class MockAgent extends Agent {
    method constructor (line 10) | constructor(options: AgentOptions) {
    method setAgentResponse (line 19) | public setAgentResponse(response:string){
    method processRequest (line 32) | async processRequest(

FILE: typescript/tests/storage/ChatStorage.test.ts
  function delay (line 6) | function delay(ms: number): Promise<void> {