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42 changes: 21 additions & 21 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -169,21 +169,21 @@ response = agent("Tell me about Agentic AI")
```

Built-in providers:
- [Amazon Bedrock](https://strandsagents.com/latest/user-guide/concepts/model-providers/amazon-bedrock/)
- [Anthropic](https://strandsagents.com/latest/user-guide/concepts/model-providers/anthropic/)
- [Gemini](https://strandsagents.com/latest/user-guide/concepts/model-providers/gemini/)
- [Cohere](https://strandsagents.com/latest/user-guide/concepts/model-providers/cohere/)
- [LiteLLM](https://strandsagents.com/latest/user-guide/concepts/model-providers/litellm/)
- [llama.cpp](https://strandsagents.com/latest/user-guide/concepts/model-providers/llamacpp/)
- [LlamaAPI](https://strandsagents.com/latest/user-guide/concepts/model-providers/llamaapi/)
- [MistralAI](https://strandsagents.com/latest/user-guide/concepts/model-providers/mistral/)
- [Ollama](https://strandsagents.com/latest/user-guide/concepts/model-providers/ollama/)
- [OpenAI](https://strandsagents.com/latest/user-guide/concepts/model-providers/openai/)
- [OpenAI Responses API](https://strandsagents.com/latest/user-guide/concepts/model-providers/openai/)
- [SageMaker](https://strandsagents.com/latest/user-guide/concepts/model-providers/sagemaker/)
- [Writer](https://strandsagents.com/latest/user-guide/concepts/model-providers/writer/)

Custom providers can be implemented using [Custom Providers](https://strandsagents.com/latest/user-guide/concepts/model-providers/custom_model_provider/)
- [Amazon Bedrock](https://strandsagents.com/docs/user-guide/concepts/model-providers/amazon-bedrock/)
- [Anthropic](https://strandsagents.com/docs/user-guide/concepts/model-providers/anthropic/)
- [Gemini](https://strandsagents.com/docs/user-guide/concepts/model-providers/gemini/)
- [Cohere](https://strandsagents.com/docs/user-guide/concepts/model-providers/cohere/)
- [LiteLLM](https://strandsagents.com/docs/user-guide/concepts/model-providers/litellm/)
- [llama.cpp](https://strandsagents.com/docs/user-guide/concepts/model-providers/llamacpp/)
- [LlamaAPI](https://strandsagents.com/docs/user-guide/concepts/model-providers/llamaapi/)
- [MistralAI](https://strandsagents.com/docs/user-guide/concepts/model-providers/mistral/)
- [Ollama](https://strandsagents.com/docs/user-guide/concepts/model-providers/ollama/)
- [OpenAI](https://strandsagents.com/docs/user-guide/concepts/model-providers/openai/)
- [OpenAI Responses API](https://strandsagents.com/docs/user-guide/concepts/model-providers/openai/)
- [SageMaker](https://strandsagents.com/docs/user-guide/concepts/model-providers/sagemaker/)
- [Writer](https://strandsagents.com/docs/user-guide/concepts/model-providers/writer/)

Custom providers can be implemented using [Custom Providers](https://strandsagents.com/docs/user-guide/concepts/model-providers/custom_model_provider/)

### Example tools

Expand All @@ -202,7 +202,7 @@ It's also available on GitHub via [strands-agents/tools](https://github.com/stra

> **⚠️ Experimental Feature**: Bidirectional streaming is currently in experimental status. APIs may change in future releases as we refine the feature based on user feedback and evolving model capabilities.

Build real-time voice and audio conversations with persistent streaming connections. Unlike traditional request-response patterns, bidirectional streaming maintains long-running conversations where users can interrupt, provide continuous input, and receive real-time audio responses. Get started with your first BidiAgent by following the [Quickstart](https://strandsagents.com/latest/documentation/docs/user-guide/concepts/experimental/bidirectional-streaming/quickstart) guide.
Build real-time voice and audio conversations with persistent streaming connections. Unlike traditional request-response patterns, bidirectional streaming maintains long-running conversations where users can interrupt, provide continuous input, and receive real-time audio responses. Get started with your first BidiAgent by following the [Quickstart](https://strandsagents.com/docs/user-guide/concepts/bidirectional-streaming/quickstart/) guide.

**Supported Model Providers:**
- Amazon Nova Sonic (v1, v2)
Expand Down Expand Up @@ -301,11 +301,11 @@ await agent.run(
For detailed guidance & examples, explore our documentation:

- [User Guide](https://strandsagents.com/)
- [Quick Start Guide](https://strandsagents.com/latest/user-guide/quickstart/)
- [Agent Loop](https://strandsagents.com/latest/user-guide/concepts/agents/agent-loop/)
- [Examples](https://strandsagents.com/latest/examples/)
- [API Reference](https://strandsagents.com/latest/api-reference/agent/)
- [Production & Deployment Guide](https://strandsagents.com/latest/user-guide/deploy/operating-agents-in-production/)
- [Quick Start Guide](https://strandsagents.com/docs/user-guide/quickstart/)
- [Agent Loop](https://strandsagents.com/docs/user-guide/concepts/agents/agent-loop/)
- [Examples](https://strandsagents.com/docs/examples/)
- [API Reference](https://strandsagents.com/docs/api/python/strands.agent.agent/)
- [Production & Deployment Guide](https://strandsagents.com/docs/user-guide/deploy/operating-agents-in-production/)

## Contributing ❤️

Expand Down