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azure_ai_inference

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__init__.py

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audio_to_text_client_base.py

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chat_completion_client_base.py

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completion_usage.py

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embedding_generator_base.py

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function_call_choice_configuration.py

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function_calling_utils.py

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function_choice_behavior.py

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function_choice_type.py

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prompt_execution_settings.py

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README.md

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realtime_client_base.py

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text_completion_client_base.py

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text_to_audio_client_base.py

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text_to_image_client_base.py

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README.md

AI Connectors

This directory contains the implementation of the AI connectors (aka AI services) that are used to interact with AI models.

Depending on the modality, the AI connector can inherit from one of the following classes:

ChatCompletionClientBase for chat completion tasks.
TextCompletionClientBase for text completion tasks.
AudioToTextClientBase for audio to text tasks.
TextToAudioClientBase for text to audio tasks.
TextToImageClientBase for text to image tasks.
EmbeddingGeneratorBase for text embedding tasks.

All base clients inherit from the AIServiceClientBase class.

Existing AI connectors

Services	Connectors
OpenAI	`OpenAIChatCompletion`
	`OpenAITextCompletion`
	`OpenAITextEmbedding`
	`OpenAITextToImage`
	`OpenAITextToAudio`
	`OpenAIAudioToText`
Azure OpenAI	`AzureChatCompletion`
	`AzureTextEmbedding`
	`AzureTextToImage`
	`AzureTextToAudio`
	`AzureAudioToText`
Azure AI Inference	`AzureAIInferenceChatCompletion`
	`AzureAIInferenceTextEmbedding`
Anthropic	`AnthropicChatCompletion`
Bedrock	`BedrockChatCompletion`
	`BedrockTextCompletion`
	`BedrockTextEmbedding`
Google AI	`GoogleAIChatCompletion`
	`GoogleAITextCompletion`
	`GoogleAITextEmbedding`
Vertex AI	`GoogleAIChatCompletion`
	`GoogleAITextCompletion`
	`GoogleAITextEmbedding`
HuggingFace	`HuggingFaceTextCompletion`
	`HuggingFaceTextEmbedding`
Mistral AI	`MistralAIChatCompletion`
	`MistralAITextEmbedding`
Nvidia	`NvidiaTextEmbedding`
Ollama	`OllamaChatCompletion`
	`OllamaTextCompletion`
	`OllamaTextEmbedding`
Onnx	`OnnxGenAIChatCompletion`
	`OnnxGenAITextCompletion`