SYMBOL INDEX (803 symbols across 116 files)

FILE: aisuite-js/examples/basic-usage.ts
  function main (line 4) | async function main() {

FILE: aisuite-js/examples/chat-app/src/App.tsx
  function App (line 12) | function App() {

FILE: aisuite-js/examples/chat-app/src/components/ApiKeyModal.tsx
  type ApiKeyModalProps (line 5) | interface ApiKeyModalProps {

FILE: aisuite-js/examples/chat-app/src/components/ChatContainer.tsx
  type ChatContainerProps (line 5) | interface ChatContainerProps {

FILE: aisuite-js/examples/chat-app/src/components/ChatInput.tsx
  type ChatInputProps (line 4) | interface ChatInputProps {

FILE: aisuite-js/examples/chat-app/src/components/ChatMessage.tsx
  type ChatMessageProps (line 5) | interface ChatMessageProps {

FILE: aisuite-js/examples/chat-app/src/components/ModelSelector.tsx
  type ModelSelectorProps (line 4) | interface ModelSelectorProps {

FILE: aisuite-js/examples/chat-app/src/components/ProviderSelector.tsx
  type ProviderSelectorProps (line 3) | interface ProviderSelectorProps {

FILE: aisuite-js/examples/chat-app/src/services/aisuite-service.ts
  class AISuiteService (line 4) | class AISuiteService {
    method initialize (line 8) | initialize(config: AISuiteConfig) {
    method queryLLM (line 13) | async queryLLM(modelConfig: LLMConfig, messages: Message[]): Promise<s...
    method getAvailableProviders (line 43) | getAvailableProviders(): string[] {
    method isProviderConfigured (line 50) | isProviderConfigured(provider: string): boolean {
    method getConfig (line 57) | getConfig(): AISuiteConfig | null {

FILE: aisuite-js/examples/chat-app/src/types/chat.ts
  type Message (line 1) | interface Message {
  type ChatHistory (line 7) | interface ChatHistory {
  type LLMConfig (line 15) | interface LLMConfig {
  type ChatState (line 21) | interface ChatState {
  type AISuiteConfig (line 30) | interface AISuiteConfig {

FILE: aisuite-js/examples/chat-app/src/utils/cn.ts
  function cn (line 4) | function cn(...inputs: ClassValue[]) {

FILE: aisuite-js/examples/deepgram.ts
  function main (line 5) | async function main() {

FILE: aisuite-js/examples/groq.ts
  function getWeather (line 5) | function getWeather(location: string, unit: 'celsius' | 'fahrenheit' = '...
  constant AVAILABLE_MODELS (line 16) | const AVAILABLE_MODELS = {
  function main (line 22) | async function main() {

FILE: aisuite-js/examples/mistral.ts
  function retrievePaymentStatus (line 22) | function retrievePaymentStatus({ data, transactionId }) {
  function retrievePaymentDate (line 33) | function retrievePaymentDate({ data, transactionId }) {
  constant TOOLS (line 50) | const TOOLS = [
  function main (line 81) | async function main() {

FILE: aisuite-js/examples/openai-asr.ts
  function main (line 5) | async function main() {

FILE: aisuite-js/examples/streaming.ts
  function main (line 4) | async function main() {

FILE: aisuite-js/examples/test-suite.ts
  constant ENABLE_OPENAI_TESTS (line 5) | const ENABLE_OPENAI_TESTS = !!process.env.OPENAI_API_KEY && process.env....
  constant ENABLE_ANTHROPIC_TESTS (line 6) | const ENABLE_ANTHROPIC_TESTS = !!process.env.ANTHROPIC_API_KEY && proces...
  function runTest (line 14) | async function runTest(name: string, fn: () => Promise<void>) {
  function main (line 24) | async function main() {

FILE: aisuite-js/examples/tool-calling.ts
  function getWeather (line 5) | function getWeather(location: string, unit: 'celsius' | 'fahrenheit' = '...
  function main (line 15) | async function main() {

FILE: aisuite-js/src/asr-providers/deepgram/adapters.ts
  function adaptResponse (line 3) | function adaptResponse(response: any): TranscriptionResult {

FILE: aisuite-js/src/asr-providers/deepgram/provider.ts
  class DeepgramASRProvider (line 13) | class DeepgramASRProvider implements ASRProvider {
    method constructor (line 17) | constructor(config: DeepgramConfig) {
    method validateParams (line 25) | validateParams(params: { [key: string]: any }): void {
    method translateParams (line 43) | translateParams(params: { [key: string]: any }): { [key: string]: any } {
    method transcribe (line 57) | async transcribe(

FILE: aisuite-js/src/asr-providers/deepgram/types.ts
  type DeepgramConfig (line 1) | interface DeepgramConfig {

FILE: aisuite-js/src/client.ts
  class Client (line 20) | class Client {
    method constructor (line 24) | constructor(config: ProviderConfigs) {
    method initializeProviders (line 28) | private initializeProviders(config: ProviderConfigs): void {
    method listProviders (line 122) | public listProviders(): string[] {
    method listASRProviders (line 126) | public listASRProviders(): string[] {
    method isProviderConfigured (line 130) | public isProviderConfigured(provider: string): boolean {
    method isASRProviderConfigured (line 134) | public isASRProviderConfigured(provider: string): boolean {

FILE: aisuite-js/src/core/base-asr-provider.ts
  type ASRProvider (line 7) | interface ASRProvider {

FILE: aisuite-js/src/core/base-provider.ts
  type Provider (line 8) | interface Provider {

FILE: aisuite-js/src/core/errors.ts
  class AISuiteError (line 1) | class AISuiteError extends Error {
    method constructor (line 2) | constructor(
  class ProviderNotConfiguredError (line 13) | class ProviderNotConfiguredError extends AISuiteError {
    method constructor (line 14) | constructor(provider: string, availableProviders: string[]) {
  class InvalidModelFormatError (line 25) | class InvalidModelFormatError extends AISuiteError {
    method constructor (line 26) | constructor(model: string) {
  class ToolCallError (line 35) | class ToolCallError extends AISuiteError {
    method constructor (line 36) | constructor(message: string, provider: string) {
  class AudioProcessingError (line 41) | class AudioProcessingError extends AISuiteError {
    method constructor (line 42) | constructor(message: string, provider: string) {
  class UnsupportedParameterError (line 48) | class UnsupportedParameterError extends AISuiteError {
    method constructor (line 49) | constructor(parameter: string, provider: string) {

FILE: aisuite-js/src/core/model-parser.ts
  type ParsedModel (line 3) | interface ParsedModel {
  function parseModel (line 8) | function parseModel(model: string): ParsedModel {

FILE: aisuite-js/src/providers/anthropic/adapters.ts
  function adaptRequest (line 16) | function adaptRequest(request: ChatCompletionRequest): MessageCreatePara...
  function transformMessages (line 40) | function transformMessages(messages: ChatMessage[]) {
  function adaptTool (line 99) | function adaptTool(tool: Tool): any {
  function adaptResponse (line 111) | function adaptResponse(response: Message, originalModel: string): ChatCo...
  function adaptStreamEvent (line 154) | function adaptStreamEvent(

FILE: aisuite-js/src/providers/anthropic/provider.ts
  class AnthropicProvider (line 14) | class AnthropicProvider implements Provider {
    method constructor (line 18) | constructor(config: AnthropicConfig) {
    method chatCompletion (line 25) | async chatCompletion(
    method streamChatCompletion (line 58) | async *streamChatCompletion(

FILE: aisuite-js/src/providers/groq/adapters.ts
  function adaptRequest (line 9) | function adaptRequest(request: ChatCompletionRequest): any {
  function adaptResponse (line 21) | function adaptResponse(
  function adaptStreamResponse (line 42) | function adaptStreamResponse(

FILE: aisuite-js/src/providers/groq/provider.ts
  class GroqProvider (line 14) | class GroqProvider implements Provider {
    method constructor (line 18) | constructor(config: GroqConfig) {
    method chatCompletion (line 28) | async chatCompletion(
    method streamChatCompletion (line 59) | async *streamChatCompletion(

FILE: aisuite-js/src/providers/groq/types.ts
  type GroqConfig (line 1) | interface GroqConfig {

FILE: aisuite-js/src/providers/mistral/adapters.ts
  function adaptRequest (line 12) | function adaptRequest(request: ChatCompletionRequest): any {
  function adaptMessage (line 30) | function adaptMessage(message: ChatMessage): any {
  function adaptResponse (line 38) | function adaptResponse(
  function adaptStreamResponse (line 64) | function adaptStreamResponse(

FILE: aisuite-js/src/providers/mistral/provider.ts
  class MistralProvider (line 14) | class MistralProvider implements Provider {
    method constructor (line 18) | constructor(config: MistralConfig) {
    method chatCompletion (line 25) | async chatCompletion(
    method streamChatCompletion (line 56) | async *streamChatCompletion(

FILE: aisuite-js/src/providers/openai/adapters.ts
  function adaptRequest (line 19) | function adaptRequest(
  function adaptMessage (line 41) | function adaptMessage(message: ChatMessage): any {
  function adaptResponse (line 51) | function adaptResponse(
  function adaptChunk (line 77) | function adaptChunk(chunk: OpenAIChunk): ChatCompletionChunk {
  function adaptToolCall (line 102) | function adaptToolCall(toolCall: any): ToolCall {
  function adaptASRRequest (line 113) | function adaptASRRequest(request: TranscriptionRequest): {
  function adaptASRResponse (line 131) | function adaptASRResponse(

FILE: aisuite-js/src/providers/openai/provider.ts
  class OpenAIProvider (line 22) | class OpenAIProvider implements Provider, ASRProvider {
    method constructor (line 26) | constructor(config: OpenAIConfig) {
    method chatCompletion (line 34) | async chatCompletion(
    method streamChatCompletion (line 69) | async *streamChatCompletion(
    method transcribe (line 97) | async transcribe(
    method validateParams (line 123) | validateParams(params: { [key: string]: any }): void {
    method translateParams (line 141) | translateParams(params: { [key: string]: any }): { [key: string]: any } {

FILE: aisuite-js/src/providers/openai/types.ts
  type OpenAIASRRequest (line 13) | interface OpenAIASRRequest {
  type OpenAIASRResponse (line 23) | interface OpenAIASRResponse extends OpenAI.Audio.Transcription {

FILE: aisuite-js/src/types/chat.ts
  type ChatMessage (line 1) | interface ChatMessage {
  type ChatCompletionRequest (line 9) | interface ChatCompletionRequest {
  type ChatCompletionResponse (line 24) | interface ChatCompletionResponse {
  type ChatCompletionChunk (line 34) | interface ChatCompletionChunk {
  type ChatChoice (line 51) | interface ChatChoice {
  type Usage (line 57) | interface Usage {

FILE: aisuite-js/src/types/common.ts
  type RequestOptions (line 1) | interface RequestOptions {
  type AudioInput (line 8) | type AudioInput = string | Buffer | Uint8Array;

FILE: aisuite-js/src/types/providers.ts
  type ProviderConfigs (line 1) | interface ProviderConfigs {
  type OpenAIConfig (line 9) | interface OpenAIConfig {
  type AnthropicConfig (line 15) | interface AnthropicConfig {
  type MistralConfig (line 20) | interface MistralConfig {
  type GroqConfig (line 25) | interface GroqConfig {
  type DeepgramConfig (line 30) | interface DeepgramConfig {

FILE: aisuite-js/src/types/tools.ts
  type Tool (line 1) | interface Tool {
  type FunctionDefinition (line 6) | interface FunctionDefinition {
  type ToolCall (line 16) | interface ToolCall {
  type ToolChoice (line 25) | type ToolChoice =

FILE: aisuite-js/src/types/transcription.ts
  type Word (line 1) | interface Word {
  type Segment (line 9) | interface Segment {
  type TranscriptionResult (line 16) | interface TranscriptionResult {
  type TranscriptionRequest (line 24) | interface TranscriptionRequest {

FILE: aisuite-js/src/utils/streaming.ts
  function createChunk (line 3) | function createChunk(
  function generateId (line 27) | function generateId(): string {

FILE: aisuite-js/tests/client.test.ts
  class MockProvider (line 64) | class MockProvider implements Provider {
    method constructor (line 71) | constructor(name: string) {

FILE: aisuite/client.py
  class Client (line 21) | class Client:
    method __init__ (line 22) | def __init__(
    method _initialize_providers (line 56) | def _initialize_providers(self):
    method _validate_provider_key (line 64) | def _validate_provider_key(self, provider_key):
    method configure (line 78) | def configure(self, provider_configs: Optional[dict] = None):
    method chat (line 89) | def chat(self):
    method audio (line 96) | def audio(self):
  class Chat (line 103) | class Chat:
    method __init__ (line 104) | def __init__(self, client: "Client"):
    method completions (line 109) | def completions(self):
  class Completions (line 114) | class Completions:
    method __init__ (line 115) | def __init__(self, client: "Client"):
    method _process_mcp_configs (line 118) | def _process_mcp_configs(self, tools: list) -> tuple[list, list]:
    method _extract_thinking_content (line 183) | def _extract_thinking_content(self, response):
    method _tool_runner (line 211) | def _tool_runner(
    method create (line 293) | def create(self, model: str, messages: list, **kwargs):
  class Audio (line 359) | class Audio:
    method __init__ (line 362) | def __init__(self, client: "Client"):
    method transcriptions (line 367) | def transcriptions(self):
  class Transcriptions (line 372) | class Transcriptions:
    method __init__ (line 375) | def __init__(self, client: "Client"):
    method create (line 378) | def create(

FILE: aisuite/framework/asr_params.py
  class ParamValidator (line 158) | class ParamValidator:
    method __init__ (line 168) | def __init__(self, extra_param_mode: Literal["strict", "warn", "permis...
    method validate_and_map (line 180) | def validate_and_map(
    method _transform_value (line 240) | def _transform_value(self, provider_key: str, param_key: str, value: A...
    method _handle_unknown (line 274) | def _handle_unknown(self, provider_key: str, unknown_params: list):

FILE: aisuite/framework/chat_completion_response.py
  class ChatCompletionResponse (line 10) | class ChatCompletionResponse:
    method __init__ (line 13) | def __init__(self):

FILE: aisuite/framework/choice.py
  class Choice (line 5) | class Choice:
    method __init__ (line 6) | def __init__(self):

FILE: aisuite/framework/message.py
  class Function (line 11) | class Function(BaseModel):
  class ChatCompletionMessageToolCall (line 18) | class ChatCompletionMessageToolCall(BaseModel):
  class Message (line 26) | class Message(BaseModel):
  class CompletionTokensDetails (line 36) | class CompletionTokensDetails(BaseModel):
  class PromptTokensDetails (line 60) | class PromptTokensDetails(BaseModel):
  class CompletionUsage (line 73) | class CompletionUsage(BaseModel):
  class Word (line 92) | class Word(BaseModel):
  class Segment (line 104) | class Segment(BaseModel):
  class Alternative (line 125) | class Alternative(BaseModel):
  class Channel (line 133) | class Channel(BaseModel):
  class TranscriptionResult (line 140) | class TranscriptionResult(BaseModel):
  class StreamingTranscriptionChunk (line 174) | class StreamingTranscriptionChunk(BaseModel):
  class TranscriptionOptions (line 198) | class TranscriptionOptions:
    method __post_init__ (line 255) | def __post_init__(self):
    method has_any_parameters (line 279) | def has_any_parameters(self) -> bool:
    method get_set_parameters (line 289) | def get_set_parameters(self) -> Dict[str, Any]:

FILE: aisuite/framework/parameter_mapper.py
  class ParameterMapper (line 12) | class ParameterMapper:
    method map_to_openai (line 75) | def map_to_openai(cls, options: "TranscriptionOptions") -> Dict[str, A...
    method map_to_deepgram (line 101) | def map_to_deepgram(cls, options: "TranscriptionOptions") -> Dict[str,...
    method map_to_google (line 131) | def map_to_google(cls, options: "TranscriptionOptions") -> Dict[str, A...
    method _apply_custom_parameters (line 203) | def _apply_custom_parameters(

FILE: aisuite/framework/provider_interface.py
  class ProviderInterface (line 5) | class ProviderInterface:
    method chat_completion_create (line 8) | def chat_completion_create(self, messages=None, model=None, temperatur...

FILE: aisuite/mcp/client.py
  class MCPClient (line 34) | class MCPClient:
    method __init__ (line 67) | def __init__(
    method from_config (line 137) | def from_config(cls, config: Dict[str, Any]) -> "MCPClient":
    method get_tools_from_config (line 193) | def get_tools_from_config(config: Dict[str, Any]) -> List[Callable]:
    method _connect (line 233) | def _connect(self):
    method _async_connect (line 274) | async def _async_connect(self):
    method _parse_sse_response (line 307) | async def _parse_sse_response(
    method _send_http_request (line 374) | async def _send_http_request(
    method _send_notification (line 457) | async def _send_notification(
    method _async_connect_http (line 499) | async def _async_connect_http(self):
    method list_tools (line 529) | def list_tools(self) -> List[Dict[str, Any]]:
    method get_callable_tools (line 545) | def get_callable_tools(
    method get_tool (line 595) | def get_tool(self, tool_name: str) -> Optional[Callable]:
    method call_tool (line 616) | def call_tool(self, tool_name: str, arguments: Dict[str, Any]) -> Any:
    method _async_call_tool (line 651) | async def _async_call_tool(self, tool_name: str, arguments: Dict[str, ...
    method _async_call_tool_http (line 680) | async def _async_call_tool_http(
    method close (line 715) | def close(self):
    method _async_close (line 739) | async def _async_close(self):
    method __enter__ (line 771) | def __enter__(self):
    method __exit__ (line 775) | def __exit__(self, exc_type, exc_val, exc_tb):
    method __repr__ (line 780) | def __repr__(self) -> str:

FILE: aisuite/mcp/config.py
  class MCPConfig (line 11) | class MCPConfig(TypedDict, total=False):
  function validate_mcp_config (line 49) | def validate_mcp_config(config: Dict[str, Any]) -> MCPConfig:
  function is_mcp_config (line 225) | def is_mcp_config(obj: Any) -> bool:
  function get_transport_type (line 244) | def get_transport_type(config: MCPConfig) -> Literal["stdio", "http"]:

FILE: aisuite/mcp/schema_converter.py
  function json_schema_to_python_type (line 12) | def json_schema_to_python_type(schema: Dict[str, Any]) -> type:
  function mcp_schema_to_annotations (line 60) | def mcp_schema_to_annotations(input_schema: Dict[str, Any]) -> Dict[str,...
  function create_function_signature (line 107) | def create_function_signature(
  function extract_parameter_descriptions (line 158) | def extract_parameter_descriptions(input_schema: Dict[str, Any]) -> Dict...
  function build_docstring (line 178) | def build_docstring(

FILE: aisuite/mcp/tool_wrapper.py
  class MCPToolWrapper (line 19) | class MCPToolWrapper:
    method __init__ (line 38) | def __init__(
    method _create_signature (line 77) | def _create_signature(self, input_schema: Dict[str, Any]) -> inspect.S...
    method __call__ (line 109) | def __call__(self, **kwargs) -> Any:
    method __repr__ (line 131) | def __repr__(self) -> str:
  function create_mcp_tool_wrapper (line 136) | def create_mcp_tool_wrapper(

FILE: aisuite/provider.py
  class LLMError (line 9) | class LLMError(Exception):
    method __init__ (line 12) | def __init__(self, message):
  class ASRError (line 16) | class ASRError(Exception):
    method __init__ (line 19) | def __init__(self, message):
  class Provider (line 23) | class Provider(ABC):
    method __init__ (line 24) | def __init__(self):
    method chat_completions_create (line 29) | def chat_completions_create(self, model, messages):
  class ProviderFactory (line 34) | class ProviderFactory:
    method create_provider (line 40) | def create_provider(cls, provider_key, config):
    method get_supported_providers (line 62) | def get_supported_providers(cls):
  class Audio (line 68) | class Audio:
    method __init__ (line 71) | def __init__(self):
    class Transcription (line 74) | class Transcription(ABC):
      method create (line 77) | def create(
      method create_stream_output (line 87) | async def create_stream_output(

FILE: aisuite/providers/anthropic_provider.py
  class AnthropicMessageConverter (line 21) | class AnthropicMessageConverter:
    method convert_request (line 35) | def convert_request(self, messages):
    method convert_response (line 41) | def convert_response(self, response):
    method _convert_single_message (line 49) | def _convert_single_message(self, msg):
    method _convert_dict_message (line 55) | def _convert_dict_message(self, msg):
    method _convert_message_object (line 65) | def _convert_message_object(self, msg):
    method _create_tool_result_message (line 73) | def _create_tool_result_message(self, tool_call_id, content):
    method _create_assistant_tool_message (line 86) | def _create_assistant_tool_message(self, content, tool_calls):
    method _extract_system_message (line 115) | def _extract_system_message(self, messages):
    method _get_finish_reason (line 126) | def _get_finish_reason(self, response):
    method _get_completion_usage (line 130) | def _get_completion_usage(self, response):
    method _get_message (line 141) | def _get_message(self, response):
    method convert_response_with_tool_use (line 164) | def convert_response_with_tool_use(self, response):
    method convert_tool_spec (line 195) | def convert_tool_spec(self, openai_tools):
  class AnthropicProvider (line 218) | class AnthropicProvider(Provider):
    method __init__ (line 219) | def __init__(self, **config):
    method chat_completions_create (line 224) | def chat_completions_create(self, model, messages, **kwargs):
    method _prepare_kwargs (line 234) | def _prepare_kwargs(self, kwargs):

FILE: aisuite/providers/aws_provider.py
  class BedrockConfig (line 16) | class BedrockConfig:
    method __init__ (line 21) | def __init__(self, **config):
    method create_client (line 27) | def create_client(self):
  class BedrockMessageConverter (line 35) | class BedrockMessageConverter:
    method convert_request (line 39) | def convert_request(
    method convert_response_tool_call (line 80) | def convert_response_tool_call(
    method convert_tool_result (line 113) | def convert_tool_result(message: Dict[str, Any]) -> Optional[Dict[str,...
    method convert_assistant (line 136) | def convert_assistant(message: Dict[str, Any]) -> Optional[Dict[str, A...
    method convert_response (line 167) | def convert_response(response: Dict[str, Any]) -> ChatCompletionResponse:
    method get_completion_usage (line 202) | def get_completion_usage(usage_data: dict):
  class AwsProvider (line 211) | class AwsProvider(Provider):
    method __init__ (line 214) | def __init__(self, **config):
    method convert_response (line 220) | def convert_response(self, response: Dict[str, Any]) -> ChatCompletion...
    method _convert_tool_spec (line 224) | def _convert_tool_spec(self, kwargs: Dict[str, Any]) -> Optional[Dict[...
    method _prepare_request_config (line 243) | def _prepare_request_config(self, kwargs: Dict[str, Any]) -> Dict[str,...
    method chat_completions_create (line 271) | def chat_completions_create(

FILE: aisuite/providers/azure_provider.py
  class AzureMessageConverter (line 40) | class AzureMessageConverter:
    method convert_request (line 42) | def convert_request(messages):
    method convert_response (line 53) | def convert_response(resp_json) -> ChatCompletionResponse:
  class AzureProvider (line 81) | class AzureProvider(Provider):
    method __init__ (line 82) | def __init__(self, **config):
    method chat_completions_create (line 94) | def chat_completions_create(self, model, messages, **kwargs):

FILE: aisuite/providers/cerebras_provider.py
  class CerebrasMessageConverter (line 8) | class CerebrasMessageConverter(OpenAICompliantMessageConverter):
  class CerebrasProvider (line 15) | class CerebrasProvider(Provider):
    method __init__ (line 18) | def __init__(self, **config):
    method chat_completions_create (line 22) | def chat_completions_create(self, model, messages, **kwargs):

FILE: aisuite/providers/cohere_provider.py
  class CohereMessageConverter (line 9) | class CohereMessageConverter:
    method convert_request (line 14) | def convert_request(self, messages):
    method _convert_tool_content (line 77) | def _convert_tool_content(self, content):
    method convert_response (line 95) | def convert_response(response_data) -> ChatCompletionResponse:
  class CohereProvider (line 133) | class CohereProvider(Provider):
    method __init__ (line 134) | def __init__(self, **config):
    method chat_completions_create (line 148) | def chat_completions_create(self, model, messages, **kwargs):

FILE: aisuite/providers/deepgram_provider.py
  class DeepgramProvider (line 20) | class DeepgramProvider(Provider):
    method __init__ (line 23) | def __init__(self, **config):
    method chat_completions_create (line 47) | def chat_completions_create(self, model, messages):
  class DeepgramAudio (line 55) | class DeepgramAudio(Audio):
    method __init__ (line 58) | def __init__(self, client):
    class Transcriptions (line 62) | class Transcriptions(Audio.Transcription):
      method __init__ (line 65) | def __init__(self, client):
      method create (line 68) | def create(
      method create_stream_output (line 111) | async def create_stream_output(
      method _prepare_audio_payload (line 244) | def _prepare_audio_payload(self, file: Union[str, BinaryIO]) -> bytes:
      method _load_and_prepare_audio (line 261) | async def _load_and_prepare_audio(
      method _send_audio_chunk (line 319) | def _send_audio_chunk(self, connection, audio_chunk: np.ndarray) -> ...
      method _parse_deepgram_response (line 336) | def _parse_deepgram_response(self, response_dict: dict) -> Transcrip...

FILE: aisuite/providers/deepseek_provider.py
  class DeepseekProvider (line 10) | class DeepseekProvider(Provider):
    method __init__ (line 13) | def __init__(self, **config):
    method chat_completions_create (line 38) | def chat_completions_create(self, model, messages, **kwargs):

FILE: aisuite/providers/fireworks_provider.py
  class FireworksMessageConverter (line 9) | class FireworksMessageConverter:
    method convert_request (line 11) | def convert_request(messages):
    method convert_response (line 24) | def convert_response(resp_json) -> ChatCompletionResponse:
  class FireworksProvider (line 60) | class FireworksProvider(Provider):
    method __init__ (line 67) | def __init__(self, **config):
    method chat_completions_create (line 82) | def chat_completions_create(self, model, messages, **kwargs):
    method _normalize_response (line 133) | def _normalize_response(self, response_data):

FILE: aisuite/providers/google_provider.py
  class GoogleMessageConverter (line 37) | class GoogleMessageConverter:
    method convert_user_role_message (line 39) | def convert_user_role_message(message: Dict[str, Any]) -> Content:
    method convert_assistant_role_message (line 45) | def convert_assistant_role_message(message: Dict[str, Any]) -> Content:
    method convert_tool_role_message (line 74) | def convert_tool_role_message(message: Dict[str, Any]) -> Part:
    method convert_request (line 90) | def convert_request(messages: List[Dict[str, Any]]) -> List[Content]:
    method convert_response (line 118) | def convert_response(response) -> ChatCompletionResponse:
  class GoogleProvider (line 200) | class GoogleProvider(Provider):
    method __init__ (line 203) | def __init__(self, **config):
    method chat_completions_create (line 230) | def chat_completions_create(self, model, messages, **kwargs):
    method speech_client (line 317) | def speech_client(self):
  class GoogleAudio (line 333) | class GoogleAudio(Audio):
    method __init__ (line 336) | def __init__(self, provider):
    class Transcriptions (line 341) | class Transcriptions(Audio.Transcription):
      method __init__ (line 344) | def __init__(self, provider):
      method create (line 347) | def create(
      method create_stream_output (line 384) | async def create_stream_output(
      method _read_audio_data (line 436) | def _read_audio_data(self, file: Union[str, BinaryIO]) -> bytes:
      method _detect_audio_encoding (line 444) | def _detect_audio_encoding(self, file: Union[str, BinaryIO], speech):
      method _build_recognition_config (line 463) | def _build_recognition_config(
      method _create_streaming_requests (line 490) | def _create_streaming_requests(
      method _parse_google_response (line 503) | def _parse_google_response(self, response) -> TranscriptionResult:

FILE: aisuite/providers/groq_provider.py
  class GroqMessageConverter (line 23) | class GroqMessageConverter(OpenAICompliantMessageConverter):
  class GroqProvider (line 31) | class GroqProvider(Provider):
    method __init__ (line 32) | def __init__(self, **config):
    method chat_completions_create (line 47) | def chat_completions_create(self, model, messages, **kwargs):

FILE: aisuite/providers/huggingface_provider.py
  class HuggingfaceProvider (line 12) | class HuggingfaceProvider(Provider):
    method __init__ (line 21) | def __init__(self, **config):
    method chat_completions_create (line 48) | def chat_completions_create(self, model, messages, **kwargs):
    method transform_from_message (line 86) | def transform_from_message(self, message: Message):
    method transform_to_message (line 113) | def transform_to_message(self, message_dict: dict):
    method _normalize_response (line 132) | def _normalize_response(self, response_data):
  class HuggingfaceAudio (line 143) | class HuggingfaceAudio(Audio):
    method __init__ (line 146) | def __init__(self, token, timeout=120):
    class Transcriptions (line 150) | class Transcriptions(Audio.Transcription):
      method __init__ (line 153) | def __init__(self, token, timeout=120):
      method create (line 157) | def create(
      method _detect_content_type (line 227) | def _detect_content_type(self, file_path: str) -> str:
      method _parse_huggingface_response (line 239) | def _parse_huggingface_response(

FILE: aisuite/providers/inception_provider.py
  class InceptionProvider (line 6) | class InceptionProvider(Provider):
    method __init__ (line 7) | def __init__(self, **config):
    method chat_completions_create (line 23) | def chat_completions_create(self, model, messages, **kwargs):

FILE: aisuite/providers/lmstudio_provider.py
  class LmstudioProvider (line 7) | class LmstudioProvider(Provider):
    method __init__ (line 18) | def __init__(self, **config):
    method chat_completions_create (line 29) | def chat_completions_create(self, model, messages, **kwargs):
    method _normalize_response (line 57) | def _normalize_response(self, response_data):

FILE: aisuite/providers/message_converter.py
  class OpenAICompliantMessageConverter (line 11) | class OpenAICompliantMessageConverter:
    method convert_request (line 20) | def convert_request(messages):
    method convert_response (line 44) | def convert_response(self, response_data) -> ChatCompletionResponse:
    method get_completion_usage (line 72) | def get_completion_usage(self, usage_data: dict):

FILE: aisuite/providers/mistral_provider.py
  class MistralMessageConverter (line 17) | class MistralMessageConverter(OpenAICompliantMessageConverter):
    method convert_response (line 22) | def convert_response(self, response_data) -> ChatCompletionResponse:
  class MistralProvider (line 40) | class MistralProvider(Provider):
    method __init__ (line 45) | def __init__(self, **config):
    method chat_completions_create (line 60) | def chat_completions_create(self, model, messages, **kwargs):

FILE: aisuite/providers/nebius_provider.py
  class NebiusProvider (line 10) | class NebiusProvider(Provider):
    method __init__ (line 11) | def __init__(self, **config):
    method chat_completions_create (line 27) | def chat_completions_create(self, model, messages, **kwargs):

FILE: aisuite/providers/ollama_provider.py
  class OllamaProvider (line 7) | class OllamaProvider(Provider):
    method __init__ (line 18) | def __init__(self, **config):
    method chat_completions_create (line 29) | def chat_completions_create(self, model, messages, **kwargs):
    method _normalize_response (line 57) | def _normalize_response(self, response_data):

FILE: aisuite/providers/openai_provider.py
  class OpenaiProvider (line 14) | class OpenaiProvider(Provider):
    method __init__ (line 15) | def __init__(self, **config):
    method chat_completions_create (line 39) | def chat_completions_create(self, model, messages, **kwargs):
  class OpenAIAudio (line 55) | class OpenAIAudio(Audio):
    method __init__ (line 58) | def __init__(self, client):
    class Transcriptions (line 62) | class Transcriptions(Audio.Transcription):
      method __init__ (line 65) | def __init__(self, client):
      method create (line 68) | def create(
      method create_stream_output (line 111) | async def create_stream_output(
      method _parse_openai_response (line 195) | def _parse_openai_response(self, response) -> TranscriptionResult:

FILE: aisuite/providers/sambanova_provider.py
  class SambanovaMessageConverter (line 7) | class SambanovaMessageConverter(OpenAICompliantMessageConverter):
  class SambanovaProvider (line 15) | class SambanovaProvider(Provider):
    method __init__ (line 20) | def __init__(self, **config):
    method chat_completions_create (line 38) | def chat_completions_create(self, model, messages, **kwargs):

FILE: aisuite/providers/together_provider.py
  class TogetherMessageConverter (line 7) | class TogetherMessageConverter(OpenAICompliantMessageConverter):
  class TogetherProvider (line 15) | class TogetherProvider(Provider):
    method __init__ (line 22) | def __init__(self, **config):
    method chat_completions_create (line 37) | def chat_completions_create(self, model, messages, **kwargs):

FILE: aisuite/providers/watsonx_provider.py
  class WatsonxProvider (line 8) | class WatsonxProvider(Provider):
    method __init__ (line 9) | def __init__(self, **config):
    method chat_completions_create (line 21) | def chat_completions_create(self, model, messages, **kwargs):
    method normalize_response (line 34) | def normalize_response(self, response):

FILE: aisuite/providers/xai_provider.py
  class XaiMessageConverter (line 8) | class XaiMessageConverter(OpenAICompliantMessageConverter):
  class XaiProvider (line 16) | class XaiProvider(Provider):
    method __init__ (line 23) | def __init__(self, **config):
    method chat_completions_create (line 38) | def chat_completions_create(self, model, messages, **kwargs):

FILE: aisuite/utils/tools.py
  class Tools (line 8) | class Tools:
    method __init__ (line 9) | def __init__(self, tools: list[Callable] = None):
    method _add_tool (line 16) | def _add_tool(self, func: Callable, param_model: Optional[Type[BaseMod...
    method tools (line 36) | def tools(self, format="openai") -> list:
    method _unwrap_optional (line 42) | def _unwrap_optional(self, field_type: Type) -> tuple[Type, bool]:
    method _convert_to_tool_spec (line 62) | def _convert_to_tool_spec(
    method __extract_param_descriptions (line 116) | def __extract_param_descriptions(self, func: Callable) -> dict[str, str]:
    method _convert_mcp_schema_to_tool_spec (line 134) | def _convert_mcp_schema_to_tool_spec(self, func: Callable) -> Dict[str...
    method _create_pydantic_model_from_mcp_schema (line 155) | def _create_pydantic_model_from_mcp_schema(self, func: Callable) -> Ty...
    method __infer_from_signature (line 191) | def __infer_from_signature(
    method __convert_to_openai_format (line 240) | def __convert_to_openai_format(self) -> list:
    method results_to_messages (line 247) | def results_to_messages(self, results: list, message: any) -> list:
    method execute (line 271) | def execute(self, tool_calls) -> list:
    method execute_tool (line 316) | def execute_tool(self, tool_calls) -> tuple[list, list]:

FILE: aisuite/utils/utils.py
  class Utils (line 9) | class Utils:
    method spew (line 15) | def spew(obj):

FILE: examples/chat-ui/chat.py
  function display_chat_history (line 94) | def display_chat_history(chat_history, model_name):
  function query_llm (line 107) | def query_llm(model_config, chat_history):

FILE: examples/mcp_config_dict_example.py
  function get_current_time (line 110) | def get_current_time() -> str:
  function calculate_stats (line 115) | def calculate_stats(numbers: list) -> dict:

FILE: examples/mcp_http_example.py
  function example_1_config_dict_format (line 25) | def example_1_config_dict_format():
  function example_2_explicit_mcp_client (line 56) | def example_2_explicit_mcp_client():
  function example_3_with_authentication (line 91) | def example_3_with_authentication():
  function example_4_context_manager (line 124) | def example_4_context_manager():
  function example_5_mixing_http_and_python_functions (line 148) | def example_5_mixing_http_and_python_functions():
  function example_6_tool_filtering (line 186) | def example_6_tool_filtering():
  function example_7_multiple_http_servers (line 212) | def example_7_multiple_http_servers():

FILE: tests/client/test_client.py
  function provider_configs (line 12) | def provider_configs():
  function test_client_chat_completions (line 106) | def test_client_chat_completions(
  function test_invalid_provider_in_client_config (line 124) | def test_invalid_provider_in_client_config():
  function test_invalid_model_format_in_create (line 146) | def test_invalid_model_format_in_create(monkeypatch):
  class TestClientASR (line 179) | class TestClientASR:
    method test_audio_interface_initialization (line 182) | def test_audio_interface_initialization(self):
    method test_transcriptions_create_success (line 189) | def test_transcriptions_create_success(
    method test_transcriptions_create_deepgram (line 218) | def test_transcriptions_create_deepgram(
    method test_transcriptions_invalid_model_format (line 245) | def test_transcriptions_invalid_model_format(self, provider_configs):
    method test_transcriptions_unsupported_provider (line 255) | def test_transcriptions_unsupported_provider(self, provider_configs):
  class TestClientASRParameterValidation (line 266) | class TestClientASRParameterValidation:
    method test_client_initialization_strict_mode (line 269) | def test_client_initialization_strict_mode(self):
    method test_client_initialization_warn_mode (line 275) | def test_client_initialization_warn_mode(self):
    method test_client_initialization_permissive_mode (line 281) | def test_client_initialization_permissive_mode(self):
    method test_strict_mode_rejects_unknown_param (line 288) | def test_strict_mode_rejects_unknown_param(self, mock_create_provider):
    method test_strict_mode_typo_detection (line 310) | def test_strict_mode_typo_detection(self, mock_create_provider):
    method test_warn_mode_continues_execution (line 329) | def test_warn_mode_continues_execution(self, mock_create_provider):
    method test_permissive_mode_allows_unknown_params (line 361) | def test_permissive_mode_allows_unknown_params(self, mock_create_provi...
    method test_common_param_mapping_at_client_level (line 396) | def test_common_param_mapping_at_client_level(self, mock_create_provid...
    method test_provider_specific_params_passthrough (line 425) | def test_provider_specific_params_passthrough(self, mock_create_provid...
    method test_mixed_common_and_provider_params (line 452) | def test_mixed_common_and_provider_params(self, mock_create_provider):
    method test_validation_happens_before_provider_call (line 483) | def test_validation_happens_before_provider_call(self, mock_create_pro...
    method test_unsupported_common_param_ignored (line 505) | def test_unsupported_common_param_ignored(self, mock_create_provider):
    method test_multiple_providers_with_same_client (line 533) | def test_multiple_providers_with_same_client(self, mock_create_provider):

FILE: tests/client/test_prerelease.py
  function setup_client (line 10) | def setup_client() -> ai.Client:
  function get_test_models (line 16) | def get_test_models() -> List[str]:
  function get_test_messages (line 30) | def get_test_messages() -> List[Dict[str, str]]:
  function test_model_pirate_response (line 43) | def test_model_pirate_response(model_id: str):
  function get_test_asr_models (line 74) | def get_test_asr_models() -> List[str]:
  function test_asr_portable_transcription (line 86) | def test_asr_portable_transcription(model_id: str):
  function test_asr_deepgram_provider_specific_feature (line 146) | def test_asr_deepgram_provider_specific_feature():
  function test_asr_google_language_mapping (line 178) | def test_asr_google_language_mapping():
  function test_asr_huggingface_word_timestamps (line 206) | def test_asr_huggingface_word_timestamps():

FILE: tests/framework/test_asr_models.py
  class TestWord (line 15) | class TestWord:
    method test_word_creation_and_validation (line 18) | def test_word_creation_and_validation(self):
  class TestSegment (line 44) | class TestSegment:
    method test_segment_creation_and_validation (line 47) | def test_segment_creation_and_validation(self):
  class TestAlternative (line 59) | class TestAlternative:
    method test_alternative_creation_and_validation (line 62) | def test_alternative_creation_and_validation(self):
  class TestChannel (line 74) | class TestChannel:
    method test_channel_creation_and_validation (line 77) | def test_channel_creation_and_validation(self):
  class TestTranscriptionResult (line 89) | class TestTranscriptionResult:
    method test_transcription_result_basic (line 92) | def test_transcription_result_basic(self):
    method test_transcription_result_openai_style (line 103) | def test_transcription_result_openai_style(self):
    method test_transcription_result_deepgram_style (line 123) | def test_transcription_result_deepgram_style(self):

FILE: tests/framework/test_asr_params.py
  class TestParamValidatorCommonParams (line 13) | class TestParamValidatorCommonParams:
    method test_language_mapping_openai (line 16) | def test_language_mapping_openai(self):
    method test_language_mapping_deepgram (line 22) | def test_language_mapping_deepgram(self):
    method test_language_mapping_google (line 28) | def test_language_mapping_google(self):
    method test_prompt_mapping_openai (line 34) | def test_prompt_mapping_openai(self):
    method test_prompt_mapping_deepgram (line 40) | def test_prompt_mapping_deepgram(self):
    method test_prompt_mapping_google (line 46) | def test_prompt_mapping_google(self):
    method test_temperature_mapping_openai (line 52) | def test_temperature_mapping_openai(self):
    method test_temperature_ignored_deepgram (line 58) | def test_temperature_ignored_deepgram(self):
    method test_temperature_ignored_google (line 64) | def test_temperature_ignored_google(self):
  class TestParamValidatorTransformations (line 71) | class TestParamValidatorTransformations:
    method test_google_language_expansion_common_codes (line 74) | def test_google_language_expansion_common_codes(self):
    method test_google_language_expansion_unknown_code (line 93) | def test_google_language_expansion_unknown_code(self):
    method test_google_language_no_expansion_for_full_code (line 99) | def test_google_language_no_expansion_for_full_code(self):
    method test_deepgram_prompt_to_keywords_single_word (line 106) | def test_deepgram_prompt_to_keywords_single_word(self):
    method test_deepgram_prompt_to_keywords_multiple_words (line 112) | def test_deepgram_prompt_to_keywords_multiple_words(self):
    method test_deepgram_prompt_to_keywords_already_list (line 120) | def test_deepgram_prompt_to_keywords_already_list(self):
    method test_google_prompt_to_speech_contexts (line 128) | def test_google_prompt_to_speech_contexts(self):
  class TestParamValidatorProviderSpecific (line 135) | class TestParamValidatorProviderSpecific:
    method test_openai_response_format (line 138) | def test_openai_response_format(self):
    method test_openai_timestamp_granularities (line 146) | def test_openai_timestamp_granularities(self):
    method test_deepgram_punctuate (line 154) | def test_deepgram_punctuate(self):
    method test_deepgram_diarize (line 160) | def test_deepgram_diarize(self):
    method test_deepgram_multiple_features (line 166) | def test_deepgram_multiple_features(self):
    method test_google_enable_automatic_punctuation (line 185) | def test_google_enable_automatic_punctuation(self):
    method test_google_enable_speaker_diarization (line 193) | def test_google_enable_speaker_diarization(self):
    method test_google_diarization_speaker_count (line 201) | def test_google_diarization_speaker_count(self):
  class TestParamValidatorMixedParams (line 208) | class TestParamValidatorMixedParams:
    method test_openai_common_and_specific (line 211) | def test_openai_common_and_specific(self):
    method test_deepgram_common_and_specific (line 228) | def test_deepgram_common_and_specific(self):
    method test_google_common_and_specific (line 247) | def test_google_common_and_specific(self):
  class TestParamValidatorStrictMode (line 265) | class TestParamValidatorStrictMode:
    method test_strict_mode_rejects_unknown_param_openai (line 268) | def test_strict_mode_rejects_unknown_param_openai(self):
    method test_strict_mode_rejects_unknown_param_deepgram (line 276) | def test_strict_mode_rejects_unknown_param_deepgram(self):
    method test_strict_mode_rejects_multiple_unknown_params (line 284) | def test_strict_mode_rejects_multiple_unknown_params(self):
    method test_strict_mode_error_message_helpful (line 296) | def test_strict_mode_error_message_helpful(self):
    method test_strict_mode_allows_valid_params (line 302) | def test_strict_mode_allows_valid_params(self):
  class TestParamValidatorWarnMode (line 316) | class TestParamValidatorWarnMode:
    method test_warn_mode_issues_warning_unknown_param (line 319) | def test_warn_mode_issues_warning_unknown_param(self):
    method test_warn_mode_continues_execution (line 329) | def test_warn_mode_continues_execution(self):
    method test_warn_mode_warning_message_helpful (line 344) | def test_warn_mode_warning_message_helpful(self):
  class TestParamValidatorPermissiveMode (line 351) | class TestParamValidatorPermissiveMode:
    method test_permissive_mode_allows_unknown_param (line 354) | def test_permissive_mode_allows_unknown_param(self):
    method test_permissive_mode_no_warning (line 360) | def test_permissive_mode_no_warning(self):
    method test_permissive_mode_mixed_valid_and_unknown (line 369) | def test_permissive_mode_mixed_valid_and_unknown(self):
  class TestParamValidatorEdgeCases (line 389) | class TestParamValidatorEdgeCases:
    method test_empty_params (line 392) | def test_empty_params(self):
    method test_unknown_provider (line 398) | def test_unknown_provider(self):
    method test_none_value_param (line 405) | def test_none_value_param(self):
    method test_common_param_overrides_provider_param (line 411) | def test_common_param_overrides_provider_param(self):
    method test_validator_mode_case_sensitivity (line 429) | def test_validator_mode_case_sensitivity(self):
  class TestParamValidatorRegistry (line 441) | class TestParamValidatorRegistry:
    method test_common_params_has_required_providers (line 444) | def test_common_params_has_required_providers(self):
    method test_provider_params_has_all_providers (line 450) | def test_provider_params_has_all_providers(self):
    method test_google_language_map_completeness (line 456) | def test_google_language_map_completeness(self):
    method test_provider_params_includes_common_params (line 462) | def test_provider_params_includes_common_params(self):

FILE: tests/mcp/conftest.py
  function temp_test_dir (line 21) | def temp_test_dir():
  function skip_if_no_npx (line 61) | def skip_if_no_npx():

FILE: tests/mcp/test_client.py
  class TestMCPClientConnection (line 20) | class TestMCPClientConnection:
    method test_connect_to_filesystem_server (line 23) | def test_connect_to_filesystem_server(self, temp_test_dir, skip_if_no_...
    method test_list_tools_returns_schemas (line 53) | def test_list_tools_returns_schemas(self, temp_test_dir, skip_if_no_npx):
    method test_context_manager (line 74) | def test_context_manager(self, temp_test_dir, skip_if_no_npx):
  class TestMCPClientToolExecution (line 88) | class TestMCPClientToolExecution:
    method test_call_read_file_tool (line 91) | def test_call_read_file_tool(self, temp_test_dir, skip_if_no_npx):
    method test_call_list_directory_tool (line 111) | def test_call_list_directory_tool(self, temp_test_dir, skip_if_no_npx):
  class TestMCPClientCallableTools (line 130) | class TestMCPClientCallableTools:
    method test_get_callable_tools (line 133) | def test_get_callable_tools(self, temp_test_dir, skip_if_no_npx):
    method test_get_callable_tools_with_filtering (line 167) | def test_get_callable_tools_with_filtering(self, temp_test_dir, skip_i...
    method test_get_callable_tools_with_prefixing (line 192) | def test_get_callable_tools_with_prefixing(self, temp_test_dir, skip_i...
    method test_get_specific_tool (line 212) | def test_get_specific_tool(self, temp_test_dir, skip_if_no_npx):
  class TestMCPClientFromConfig (line 243) | class TestMCPClientFromConfig:
    method test_from_config_stdio (line 246) | def test_from_config_stdio(self, temp_test_dir, skip_if_no_npx):
    method test_from_config_with_env (line 265) | def test_from_config_with_env(self, temp_test_dir, skip_if_no_npx):
    method test_get_tools_from_config (line 286) | def test_get_tools_from_config(self, temp_test_dir, skip_if_no_npx):
  class TestMCPClientErrorHandling (line 314) | class TestMCPClientErrorHandling:
    method test_invalid_command_raises_error (line 317) | def test_invalid_command_raises_error(self, temp_test_dir):
    method test_call_nonexistent_tool_returns_error (line 326) | def test_call_nonexistent_tool_returns_error(self, temp_test_dir, skip...

FILE: tests/mcp/test_e2e.py
  function create_mock_response (line 22) | def create_mock_response(content="Test response", tool_calls=None):
  class TestMCPConfigDictFormat (line 37) | class TestMCPConfigDictFormat:
    method test_basic_config_dict (line 40) | def test_basic_config_dict(self, temp_test_dir, skip_if_no_npx):
    method test_config_dict_with_allowed_tools (line 78) | def test_config_dict_with_allowed_tools(self, temp_test_dir, skip_if_n...
    method test_config_dict_with_prefixing (line 113) | def test_config_dict_with_prefixing(self, temp_test_dir, skip_if_no_npx):
  class TestMCPWithPythonFunctions (line 148) | class TestMCPWithPythonFunctions:
    method test_mix_mcp_and_python_functions (line 151) | def test_mix_mcp_and_python_functions(self, temp_test_dir, skip_if_no_...
  class TestMultipleMCPServers (line 199) | class TestMultipleMCPServers:
    method test_multiple_servers_with_prefixing (line 202) | def test_multiple_servers_with_prefixing(self, temp_test_dir, skip_if_...
  class TestMCPCleanup (line 263) | class TestMCPCleanup:
    method test_cleanup_after_success (line 266) | def test_cleanup_after_success(self, temp_test_dir, skip_if_no_npx):
    method test_cleanup_after_error (line 301) | def test_cleanup_after_error(self, temp_test_dir, skip_if_no_npx):
  class TestMCPErrorHandling (line 340) | class TestMCPErrorHandling:
    method test_invalid_mcp_config_raises_error (line 343) | def test_invalid_mcp_config_raises_error(self):
    method test_mcp_not_installed_raises_error (line 362) | def test_mcp_not_installed_raises_error(self, temp_test_dir, skip_if_n...

FILE: tests/mcp/test_http_llm_e2e.py
  function has_openai_key (line 45) | def has_openai_key():
  function has_anthropic_key (line 50) | def has_anthropic_key():
  function has_exa_key (line 55) | def has_exa_key():
  class TestOpenAIWithHTTPMCP (line 62) | class TestOpenAIWithHTTPMCP:
    method test_gpt4o_resolves_library_via_http_mcp (line 66) | def test_gpt4o_resolves_library_via_http_mcp(self):
    method test_gpt4o_gets_library_docs_via_http_mcp (line 98) | def test_gpt4o_gets_library_docs_via_http_mcp(self):
    method test_gpt4o_mixed_tools_http (line 131) | def test_gpt4o_mixed_tools_http(self):
  class TestAnthropicWithHTTPMCP (line 177) | class TestAnthropicWithHTTPMCP:
    method test_claude_resolves_library_via_http_mcp (line 181) | def test_claude_resolves_library_via_http_mcp(self):
    method test_claude_gets_library_docs_via_http_mcp (line 212) | def test_claude_gets_library_docs_via_http_mcp(self):
    method test_claude_mixed_tools_http (line 244) | def test_claude_mixed_tools_http(self):
  class TestHTTPMCPConfigDict (line 285) | class TestHTTPMCPConfigDict:
    method test_http_mcp_config_dict_format (line 289) | def test_http_mcp_config_dict_format(self):
  class TestHTTPMCPWithHeaders (line 324) | class TestHTTPMCPWithHeaders:
    method test_http_mcp_with_headers (line 328) | def test_http_mcp_with_headers(self):
  class TestOpenAIWithExaMCP (line 364) | class TestOpenAIWithExaMCP:
    method test_gpt4o_web_search_via_exa (line 371) | def test_gpt4o_web_search_via_exa(self):
    method test_gpt4o_code_context_via_exa (line 408) | def test_gpt4o_code_context_via_exa(self):
    method test_gpt4o_mixed_tools_with_exa (line 445) | def test_gpt4o_mixed_tools_with_exa(self):
  class TestAnthropicWithExaMCP (line 493) | class TestAnthropicWithExaMCP:
    method test_claude_web_search_via_exa (line 500) | def test_claude_web_search_via_exa(self):
    method test_claude_code_context_via_exa (line 537) | def test_claude_code_context_via_exa(self):
    method test_claude_mixed_tools_with_exa (line 574) | def test_claude_mixed_tools_with_exa(self):

FILE: tests/mcp/test_http_transport.py
  class TestHTTPTransportBasics (line 16) | class TestHTTPTransportBasics:
    method test_create_http_client_success (line 19) | def test_create_http_client_success(self):
    method test_create_http_client_with_headers (line 81) | def test_create_http_client_with_headers(self):
    method test_http_client_validation_errors (line 122) | def test_http_client_validation_errors(self):
  class TestHTTPToolCalling (line 134) | class TestHTTPToolCalling:
    method test_list_tools_http (line 137) | def test_list_tools_http(self):
    method test_call_tool_http (line 188) | def test_call_tool_http(self):
    method test_get_callable_tools_http (line 251) | def test_get_callable_tools_http(self):
  class TestHTTPFromConfig (line 299) | class TestHTTPFromConfig:
    method test_from_config_http (line 302) | def test_from_config_http(self):
    method test_get_tools_from_config_http (line 348) | def test_get_tools_from_config_http(self):
  class TestHTTPErrorHandling (line 397) | class TestHTTPErrorHandling:
    method test_http_connection_error (line 400) | def test_http_connection_error(self):
    method test_http_json_rpc_error (line 414) | def test_http_json_rpc_error(self):
    method test_http_status_error (line 435) | def test_http_status_error(self):
  class TestHTTPEndpointHandling (line 455) | class TestHTTPEndpointHandling:
    method test_endpoint_uses_exact_url (line 458) | def test_endpoint_uses_exact_url(self):
    method test_endpoint_trailing_slash_handled (line 502) | def test_endpoint_trailing_slash_handled(self):
  class TestHTTPSSEResponses (line 542) | class TestHTTPSSEResponses:
    method test_sse_response_parsing (line 545) | def test_sse_response_parsing(self):
    method test_session_id_management (line 608) | def test_session_id_management(self):
    method test_sse_with_multiple_events (line 660) | def test_sse_with_multiple_events(self):
    method test_mixed_json_and_sse_responses (line 721) | def test_mixed_json_and_sse_responses(self):

FILE: tests/mcp/test_llm_e2e.py
  function has_openai_key (line 35) | def has_openai_key():
  function has_anthropic_key (line 40) | def has_anthropic_key():
  class TestOpenAIWithMCP (line 47) | class TestOpenAIWithMCP:
    method test_gpt4o_reads_file_via_mcp (line 51) | def test_gpt4o_reads_file_via_mcp(self, temp_test_dir, skip_if_no_npx):
    method test_gpt4o_lists_files_via_mcp (line 106) | def test_gpt4o_lists_files_via_mcp(self, temp_test_dir, skip_if_no_npx):
    method test_gpt4o_mixed_tools (line 142) | def test_gpt4o_mixed_tools(self, temp_test_dir, skip_if_no_npx):
  class TestAnthropicWithMCP (line 193) | class TestAnthropicWithMCP:
    method test_claude_reads_file_via_mcp (line 197) | def test_claude_reads_file_via_mcp(self, temp_test_dir, skip_if_no_npx):
    method test_claude_lists_files_via_mcp (line 232) | def test_claude_lists_files_via_mcp(self, temp_test_dir, skip_if_no_npx):
    method test_claude_mixed_tools (line 267) | def test_claude_mixed_tools(self, temp_test_dir, skip_if_no_npx):
  class TestToolPrefixingWithLLM (line 320) | class TestToolPrefixingWithLLM:
    method test_multiple_mcp_servers_with_prefixing (line 324) | def test_multiple_mcp_servers_with_prefixing(self, temp_test_dir, skip...

FILE: tests/providers/test_anthropic_converter.py
  class TestAnthropicMessageConverter (line 9) | class TestAnthropicMessageConverter(unittest.TestCase):
    method setUp (line 12) | def setUp(self):
    method test_convert_request_single_user_message (line 16) | def test_convert_request_single_user_message(self):
    method test_convert_request_with_system_message (line 26) | def test_convert_request_with_system_message(self):
    method test_convert_request_with_tool_use_message (line 39) | def test_convert_request_with_tool_use_message(self):
    method test_convert_response_normal_message (line 63) | def test_convert_response_normal_message(self):
    method test_convert_response_with_tool_use (line 85) | def test_convert_response_with_tool_use(self):
    method test_convert_tool_spec (line 126) | def test_convert_tool_spec(self):
    method test_convert_request_with_tool_call_and_result (line 161) | def test_convert_request_with_tool_call_and_result(self):

FILE: tests/providers/test_asr_parameter_passthrough.py
  function set_env_vars (line 14) | def set_env_vars(monkeypatch):
  class TestOpenAIParameterPassthrough (line 23) | class TestOpenAIParameterPassthrough:
    method test_language_param_passthrough (line 26) | def test_language_param_passthrough(self):
    method test_temperature_param_passthrough (line 48) | def test_temperature_param_passthrough(self):
    method test_response_format_param_passthrough (line 68) | def test_response_format_param_passthrough(self):
    method test_multiple_params_passthrough (line 88) | def test_multiple_params_passthrough(self):
    method test_file_object_with_params (line 113) | def test_file_object_with_params(self):
  class TestGoogleParameterPassthrough (line 136) | class TestGoogleParameterPassthrough:
    method test_language_code_param_passthrough (line 140) | def test_language_code_param_passthrough(self, mock_vertexai_init):
    method test_enable_automatic_punctuation_passthrough (line 168) | def test_enable_automatic_punctuation_passthrough(self, mock_vertexai_...
    method test_speech_contexts_passthrough (line 196) | def test_speech_contexts_passthrough(self, mock_vertexai_init):

FILE: tests/providers/test_aws_converter.py
  class TestBedrockMessageConverter (line 8) | class TestBedrockMessageConverter(unittest.TestCase):
    method setUp (line 10) | def setUp(self):
    method test_convert_request_user_message (line 13) | def test_convert_request_user_message(self):
    method test_convert_request_tool_result (line 27) | def test_convert_request_tool_result(self):
    method test_convert_response_tool_call (line 59) | def test_convert_response_tool_call(self):
    method test_convert_response_text (line 86) | def test_convert_response_text(self):

FILE: tests/providers/test_azure_provider.py
  class TestAzureMessageConverter (line 7) | class TestAzureMessageConverter(unittest.TestCase):
    method setUp (line 8) | def setUp(self):
    method test_convert_request_dict_message (line 11) | def test_convert_request_dict_message(self):
    method test_convert_request_message_object (line 19) | def test_convert_request_message_object(self):
    method test_convert_response_basic (line 33) | def test_convert_response_basic(self):
    method test_convert_response_with_tool_calls (line 54) | def test_convert_response_with_tool_calls(self):

FILE: tests/providers/test_cerebras_provider.py
  function set_api_key_env_var (line 11) | def set_api_key_env_var(monkeypatch):
  function test_cerebras_provider (line 16) | def test_cerebras_provider():
  function test_cerebras_provider_with_usage (line 51) | def test_cerebras_provider_with_usage():

FILE: tests/providers/test_cohere_provider.py
  function set_api_key_env_var (line 9) | def set_api_key_env_var(monkeypatch):
  function test_cohere_provider (line 14) | def test_cohere_provider():

FILE: tests/providers/test_deepgram_provider.py
  function set_api_key_env_var (line 18) | def set_api_key_env_var(monkeypatch):
  function deepgram_provider (line 24) | def deepgram_provider():
  function mock_deepgram_response (line 30) | def mock_deepgram_response():
  class TestDeepgramProvider (line 63) | class TestDeepgramProvider:
    method test_provider_initialization (line 66) | def test_provider_initialization(self, deepgram_provider):
    method test_chat_completions_create_not_implemented (line 74) | def test_chat_completions_create_not_implemented(self, deepgram_provid...
    method test_audio_transcriptions_create_success (line 82) | def test_audio_transcriptions_create_success(
    method test_audio_transcriptions_create_with_file_object (line 106) | def test_audio_transcriptions_create_with_file_object(
    method test_audio_transcriptions_create_with_options (line 128) | def test_audio_transcriptions_create_with_options(
    method test_audio_transcriptions_create_error_handling (line 157) | def test_audio_transcriptions_create_error_handling(self, deepgram_pro...
    method test_audio_transcriptions_create_stream_output (line 174) | async def test_audio_transcriptions_create_stream_output(self, deepgra...
    method test_parse_deepgram_response_complete (line 214) | def test_parse_deepgram_response_complete(
    method test_parse_deepgram_response_empty_channels (line 233) | def test_parse_deepgram_response_empty_channels(self, deepgram_provider):

FILE: tests/providers/test_deepseek_provider.py
  function set_api_key_env_var (line 11) | def set_api_key_env_var(monkeypatch):
  function test_deepseek_provider (line 16) | def test_deepseek_provider():
  function test_deepseek_provider_with_usage (line 58) | def test_deepseek_provider_with_usage():

FILE: tests/providers/test_google_converter.py
  class TestGoogleMessageConverter (line 8) | class TestGoogleMessageConverter(unittest.TestCase):
    method setUp (line 10) | def setUp(self):
    method test_convert_request_user_message (line 13) | def test_convert_request_user_message(self):
    method test_convert_request_tool_result_message (line 23) | def test_convert_request_tool_result_message(self):
    method test_convert_request_assistant_message (line 40) | def test_convert_request_assistant_message(self):
    method test_convert_response_with_function_call (line 56) | def test_convert_response_with_function_call(self):
    method test_convert_response_with_text (line 86) | def test_convert_response_with_text(self):

FILE: tests/providers/test_google_provider.py
  function set_api_key_env_var (line 20) | def set_api_key_env_var(monkeypatch):
  function mock_google_speech_response (line 28) | def mock_google_speech_response():
  function test_missing_env_vars (line 51) | def test_missing_env_vars():
  function test_vertex_interface (line 61) | def test_vertex_interface():
  function test_convert_openai_to_vertex_ai (line 147) | def test_convert_openai_to_vertex_ai():
  function test_role_conversions (line 164) | def test_role_conversions():
  class TestGoogleProvider (line 188) | class TestGoogleProvider:
    method test_provider_initialization (line 191) | def test_provider_initialization(self):
  class TestGoogleASR (line 199) | class TestGoogleASR:
    method test_audio_transcriptions_create_success (line 202) | def test_audio_transcriptions_create_success(self, mock_google_speech_...
    method test_audio_transcriptions_create_with_file_object (line 219) | def test_audio_transcriptions_create_with_file_object(
    method test_audio_transcriptions_create_with_options (line 237) | def test_audio_transcriptions_create_with_options(
    method test_audio_transcriptions_create_error_handling (line 261) | def test_audio_transcriptions_create_error_handling(self):
    method test_audio_transcriptions_create_stream_output (line 277) | async def test_audio_transcriptions_create_stream_output(
    method test_parse_google_response_complete (line 315) | def test_parse_google_response_complete(self, mock_google_speech_respo...
    method test_parse_google_response_empty_results (line 335) | def test_parse_google_response_empty_results(self):

FILE: tests/providers/test_groq_provider.py
  function set_api_key_env_var (line 11) | def set_api_key_env_var(monkeypatch):
  function test_groq_provider (line 16) | def test_groq_provider():
  function test_groq_provider_with_usage (line 51) | def test_groq_provider_with_usage():

FILE: tests/providers/test_huggingface_provider.py
  function set_api_key_env_var (line 14) | def set_api_key_env_var(monkeypatch):
  function huggingface_provider (line 20) | def huggingface_provider():
  function mock_huggingface_response (line 26) | def mock_huggingface_response():
  function mock_huggingface_response_text_only (line 42) | def mock_huggingface_response_text_only():
  class TestHuggingFaceProvider (line 47) | class TestHuggingFaceProvider:
    method test_provider_initialization (line 50) | def test_provider_initialization(self, huggingface_provider):
    method test_audio_transcriptions_create_success (line 58) | def test_audio_transcriptions_create_success(
    method test_audio_transcriptions_with_file_object (line 94) | def test_audio_transcriptions_with_file_object(
    method test_audio_transcriptions_content_type_detection (line 114) | def test_audio_transcriptions_content_type_detection(self, huggingface...
    method test_audio_transcriptions_retry_503 (line 140) | def test_audio_transcriptions_retry_503(self, huggingface_provider):
    method test_audio_transcriptions_error_handling (line 176) | def test_audio_transcriptions_error_handling(self, huggingface_provider):
    method test_parse_response_standard_format (line 190) | def test_parse_response_standard_format(
    method test_parse_response_text_only (line 205) | def test_parse_response_text_only(
    method test_parse_response_string_format (line 217) | def test_parse_response_string_format(self, huggingface_provider):
    method test_model_id_extraction (line 227) | def test_model_id_extraction(self, huggingface_provider):

FILE: tests/providers/test_inception_provider.py
  function set_api_key_env_var (line 9) | def set_api_key_env_var(monkeypatch):
  function test_inception_provider (line 14) | def test_inception_provider():

FILE: tests/providers/test_lmstudio_provider.py
  function set_api_url_var (line 7) | def set_api_url_var(monkeypatch):
  function test_completion (line 12) | def test_completion():

FILE: tests/providers/test_mistral_provider.py
  function set_api_key_env_var (line 8) | def set_api_key_env_var(monkeypatch):
  function test_mistral_provider (line 13) | def test_mistral_provider():
  function test_mistral_provider_with_usage (line 46) | def test_mistral_provider_with_usage():

FILE: tests/providers/test_nebius_provider.py
  function set_api_key_env_var (line 8) | def set_api_key_env_var(monkeypatch):
  function test_nebius_provider (line 13) | def test_nebius_provider():

FILE: tests/providers/test_ollama_provider.py
  function set_api_url_var (line 7) | def set_api_url_var(monkeypatch):
  function test_completion (line 12) | def test_completion():

FILE: tests/providers/test_openai_provider.py
  function set_api_key_env_var (line 20) | def set_api_key_env_var(monkeypatch):
  function openai_provider (line 26) | def openai_provider():
  function mock_openai_response (line 32) | def mock_openai_response():
  class TestOpenAIProvider (line 41) | class TestOpenAIProvider:
    method test_provider_initialization (line 44) | def test_provider_initialization(self, openai_provider):
  class TestOpenAIASR (line 52) | class TestOpenAIASR:
    method test_audio_transcriptions_create_success (line 55) | def test_audio_transcriptions_create_success(
    method test_audio_transcriptions_create_with_file_object (line 74) | def test_audio_transcriptions_create_with_file_object(
    method test_audio_transcriptions_create_with_kwargs (line 92) | def test_audio_transcriptions_create_with_kwargs(
    method test_audio_transcriptions_create_with_options (line 117) | def test_audio_transcriptions_create_with_options(
    method test_audio_transcriptions_create_error_handling (line 147) | def test_audio_transcriptions_create_error_handling(self, openai_provi...
    method test_audio_transcriptions_create_stream_output (line 162) | async def test_audio_transcriptions_create_stream_output(self, openai_...
    method test_timestamp_granularities_error_handling (line 198) | async def test_timestamp_granularities_error_handling(self, openai_pro...
    method test_parse_openai_response_with_segments_and_words (line 221) | def test_parse_openai_response_with_segments_and_words(self, openai_pr...
    method test_parse_openai_response_empty (line 244) | def test_parse_openai_response_empty(self, openai_provider):

FILE: tests/providers/test_sambanova_provider.py
  function set_api_key_env_var (line 9) | def set_api_key_env_var(monkeypatch):
  function test_sambanova_provider (line 14) | def test_sambanova_provider():
  function test_sambanova_provider_with_usage (line 51) | def test_sambanova_provider_with_usage():

FILE: tests/providers/test_watsonx_provider.py
  function set_api_key_env_var (line 14) | def set_api_key_env_var(monkeypatch):
  function test_watsonx_provider (line 22) | def test_watsonx_provider():

FILE: tests/test_provider.py
  class MockProvider (line 15) | class MockProvider(Provider):
    method chat_completions_create (line 18) | def chat_completions_create(self, model, messages):
  class MockTranscription (line 22) | class MockTranscription(Audio.Transcription):
    method create (line 25) | def create(
  class MockAudio (line 37) | class MockAudio(Audio):
    method __init__ (line 40) | def __init__(self):
  class MockASRProvider (line 45) | class MockASRProvider(Provider):
    method __init__ (line 48) | def __init__(self):
    method chat_completions_create (line 52) | def chat_completions_create(self, model, messages):
  class TestProvider (line 56) | class TestProvider:
    method test_provider_is_abstract (line 59) | def test_provider_is_abstract(self):
    method test_provider_without_audio_support (line 64) | def test_provider_without_audio_support(self):
    method test_provider_asr_implementation_works (line 69) | def test_provider_asr_implementation_works(self):
    method test_transcription_base_class_not_implemented (line 83) | def test_transcription_base_class_not_implemented(self):
    method test_audio_base_class_initialization (line 90) | def test_audio_base_class_initialization(self):
  class TestASRError (line 96) | class TestASRError:
    method test_asr_error_creation_and_inheritance (line 99) | def test_asr_error_creation_and_inheritance(self):
    method test_asr_error_raising_and_catching (line 107) | def test_asr_error_raising_and_catching(self):
    method test_asr_error_chaining (line 116) | def test_asr_error_chaining(self):

FILE: tests/utils/test_mcp_memory_integration.py
  class MockMemoryMCPTool (line 11) | class MockMemoryMCPTool:
    method __init__ (line 14) | def __init__(self):
    method __call__ (line 50) | def __call__(self, **kwargs):
  class TestMCPMemoryIntegration (line 55) | class TestMCPMemoryIntegration(unittest.TestCase):
    method test_memory_create_entities_schema (line 58) | def test_memory_create_entities_schema(self):
    method test_memory_tool_openai_format_validation (line 88) | def test_memory_tool_openai_format_validation(self):
    method test_memory_tool_execution (line 112) | def test_memory_tool_execution(self):

FILE: tests/utils/test_tool_manager.py
  class TemperatureUnit (line 9) | class TemperatureUnit(str, Enum):
  class TemperatureParamsV2 (line 14) | class TemperatureParamsV2(BaseModel):
  class TemperatureParams (line 19) | class TemperatureParams(BaseModel):
  function get_current_temperature (line 24) | def get_current_temperature(location: str, unit: str = "Celsius") -> Dic...
  function missing_annotation_tool (line 29) | def missing_annotation_tool(location, unit="Celsius"):
  function get_current_temperature_v2 (line 34) | def get_current_temperature_v2(
  class TestToolManager (line 41) | class TestToolManager(unittest.TestCase):
    method setUp (line 42) | def setUp(self):
    method test_add_tool_with_pydantic_model (line 45) | def test_add_tool_with_pydantic_model(self):
    method test_add_tool_with_signature_inference (line 82) | def test_add_tool_with_signature_inference(self):
    method test_add_tool_missing_annotation_raises_exception (line 119) | def test_add_tool_missing_annotation_raises_exception(self):
    method test_execute_tool_valid_parameters (line 124) | def test_execute_tool_valid_parameters(self):
    method test_execute_tool_invalid_parameters (line 144) | def test_execute_tool_invalid_parameters(self):
    method test_add_tool_with_enum (line 163) | def test_add_tool_with_enum(self):

FILE: tests/utils/test_tools_mcp_schema.py
  class MockMCPToolWrapper (line 6) | class MockMCPToolWrapper:
    method __init__ (line 9) | def __init__(self, name: str, description: str, input_schema: Dict[str...
    method __call__ (line 14) | def __call__(self, **kwargs):
  class TestToolsMCPSchema (line 19) | class TestToolsMCPSchema(unittest.TestCase):
    method setUp (line 22) | def setUp(self):
    method test_mcp_tool_with_simple_types (line 26) | def test_mcp_tool_with_simple_types(self):
    method test_mcp_tool_with_array_of_objects (line 50) | def test_mcp_tool_with_array_of_objects(self):
    method test_mcp_tool_with_nested_objects (line 88) | def test_mcp_tool_with_nested_objects(self):
    method test_mcp_tool_with_array_of_strings (line 124) | def test_mcp_tool_with_array_of_strings(self):
    method test_mcp_tool_detection (line 150) | def test_mcp_tool_detection(self):
    method test_mcp_tool_with_optional_parameters (line 164) | def test_mcp_tool_with_optional_parameters(self):
    method test_mcp_schema_preserves_additional_fields (line 194) | def test_mcp_schema_preserves_additional_fields(self):
    method test_mcp_tool_execution_with_validation (line 244) | def test_mcp_tool_execution_with_validation(self):
    method test_mcp_tool_with_empty_schema (line 273) | def test_mcp_tool_with_empty_schema(self):
    method test_multiple_mcp_tools (line 286) | def test_multiple_mcp_tools(self):
    method test_mcp_tool_schema_not_modified (line 313) | def test_mcp_tool_schema_not_modified(self):
    method test_backward_compatibility_non_mcp_tools (line 342) | def test_backward_compatibility_non_mcp_tools(self):