Add documentation to use FireworksAI on strands (#269)

Add documentation to use FireworksAI on strands

---------

Co-authored-by: Mackenzie Zastrow <[email protected]>

Author: RobertoBarrosoLuque

docs/community/model-providers/fireworksai.md

@@ -0,0 +1,80 @@
+# FireworksAI
+
+{{ community_contribution_banner }}
+
+[Fireworks AI](https://fireworks.ai) provides blazing fast inference for open-source language models. Fireworks AI is accessible through OpenAI's SDK via full API compatibility, allowing easy and portable integration with the Strands Agents SDK using the familiar OpenAI interface.
+
+## Installation
+
+The Strands Agents SDK provides access to Fireworks AI models through the OpenAI compatibility layer, configured as an optional dependency. To install, run:
+
+```bash
+pip install 'strands-agents[openai]' strands-agents-tools
+```
+
+## Usage
+
+After installing the `openai` package, you can import and initialize the Strands Agents' OpenAI-compatible provider for Fireworks AI models as follows:
+
+```python
+from strands import Agent
+from strands.models.openai import OpenAIModel
+from strands_tools import calculator
+
+model = OpenAIModel(
+    client_args={
+        "api_key": "<FIREWORKS_API_KEY>",
+        "base_url": "https://api.fireworks.ai/inference/v1",
+    },
+    model_id="accounts/fireworks/models/deepseek-v3p1-terminus",  # or see https://fireworks.ai/models
+    params={
+        "max_tokens": 5000,
+        "temperature": 0.1
+    }
+)
+
+agent = Agent(model=model, tools=[calculator])
+agent("What is 2+2?")
+```
+
+## Configuration
+
+### Client Configuration
+
+The `client_args` configure the underlying OpenAI-compatible client. When using Fireworks AI, you must set:
+
+* `api_key`: Your Fireworks AI API key. Get one from the [Fireworks AI Console](https://app.fireworks.ai/settings/users/api-keys).
+* `base_url`: `https://api.fireworks.ai/inference/v1`
+
+Refer to [OpenAI Python SDK GitHub](https://github.com/openai/openai-python) for full client options.
+
+### Model Configuration
+
+The `model_config` specifies which Fireworks AI model to use and any additional parameters.
+
+| Parameter  | Description               | Example                                                           | Options                                                            |
+| ---------- | ------------------------- | ----------------------------------------------------------------- | ------------------------------------------------------------------ |
+| `model_id` | Model name                | `accounts/fireworks/models/deepseek-v3p1-terminus`               | See [Fireworks Models](https://fireworks.ai/models)               |
+| `params`   | Model-specific parameters | `{"max_tokens": 5000, "temperature": 0.7, "top_p": 0.9}`         | [API reference](https://docs.fireworks.ai/api-reference)          |
+
+## Troubleshooting
+
+### `ModuleNotFoundError: No module named 'openai'`
+
+You must install the `openai` dependency to use this provider:
+
+```bash
+pip install 'strands-agents[openai]'
+```
+
+### Unexpected model behavior?
+
+Ensure you're using a model ID compatible with Fireworks AI (e.g., `accounts/fireworks/models/deepseek-v3p1-terminus`, `accounts/fireworks/models/kimi-k2-instruct-0905`), and your `base_url` is set to `https://api.fireworks.ai/inference/v1`.
+
+## References
+
+* [Fireworks AI OpenAI Compatibility Guide](https://fireworks.ai/docs/tools-sdks/openai-compatibility#openai-compatibility)
+* [Fireworks AI API Reference](https://docs.fireworks.ai/api-reference)
+* [Fireworks AI Models](https://fireworks.ai/models)
+* [OpenAI Python SDK](https://github.com/openai/openai-python)
+* [Strands Agents API](../../api-reference/models.md)

docs/user-guide/concepts/model-providers/fireworksai.md

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+
+<auto-redirect />
+
+This guide has moved to [community/model-providers/fireworksai](../../../community/model-providers/fireworksai.md).
+

docs/user-guide/quickstart.md

@@ -444,6 +444,7 @@ Strands Agents supports several other model providers beyond Amazon Bedrock:
 - **[Writer](concepts/model-providers/writer.md)** - Access to Palmyra models
 - **[Cohere <sup> community</sup>](../community/model-providers/cohere.md)** - Use Cohere models through an OpenAI compatible interface
 - **[CLOVA Studio<sup> community</sup>](../community/model-providers/clova-studio.md)** - Korean-optimized AI models from Naver Cloud Platform
+- **[FireworksAI<sup> community</sup>](../community/model-providers/fireworksai.md)** - Use FireworksAI models through an OpenAI compatible interface
 - **[Custom Providers](concepts/model-providers/custom_model_provider.md)** - Build your own provider for specialized needs
 
 ## Capturing Streamed Data & Events

mkdocs.yml

@@ -103,6 +103,7 @@ nav:
         - Custom Providers: user-guide/concepts/model-providers/custom_model_provider.md
         - Cohere<sup> community</sup>: user-guide/concepts/model-providers/cohere.md # ALWAYS ADD A SPACE BEFORE COMMUNITY
         - CLOVA Studio<sup> community</sup>: user-guide/concepts/model-providers/clova-studio.md
+        - FireworksAI<sup> community</sup>: user-guide/concepts/model-providers/fireworksai.md
       - Streaming:
         - Overview: user-guide/concepts/streaming/overview.md
         - Async Iterators: user-guide/concepts/streaming/async-iterators.md
@@ -153,6 +154,7 @@ nav:
       - Model Providers:
         - Cohere: community/model-providers/cohere.md
         - CLOVA Studio: community/model-providers/clova-studio.md
+        - Fireworks AI: community/model-providers/fireworksai.md
 
   - Contribute ❤️: https://github.com/strands-agents/sdk-python/blob/main/CONTRIBUTING.md
   - API Reference: