Fix lychee link errors (#309)

Update lychee configuration to match latest CLI behavior (they recently updated things a bit which broke our workflows) & update links that were incorrect (lychee was helping!)

I think before this, it wasn't correctly parsing our files' relative links, leading to lychee not catching things that it should.

---------

Co-authored-by: Mackenzie Zastrow <zastrowm@users.noreply.github.com>

Author: zastrowm

.github/workflows/build-test.yaml

@@ -41,4 +41,4 @@ jobs:
         id: lychee
         uses: lycheeverse/lychee-action@v2
         with:
-          args: "--base ${{ github.workspace }} --cache --max-cache-age 1d ."
+          args: "--cache --max-cache-age 1d 'docs/**/*.md'"

docs/user-guide/concepts/agents/session-management.md

@@ -12,7 +12,7 @@ A session represents all of the stateful information that is needed by an agent
 
 Strands provides built-in session persistence capabilities that automatically capture and restore this information, allowing agents to seamlessly continue conversations where they left off.
 
-Beyond the built-in options, [third-party session managers](./#third-party-session-managers) provide additional storage and memory capabilities.
+Beyond the built-in options, [third-party session managers](#third-party-session-managers) provide additional storage and memory capabilities.
 
 ## Basic Usage
 

docs/user-guide/concepts/experimental/agent-config.md

@@ -61,7 +61,7 @@ agent = config_to_agent("file:///path/to/config.json")
 
 ### Supported Keys
 
-- `model`: Model identifier (string) - [[Only supports AWS Bedrock model provider string](../../../quickstart/#using-a-string-model-id)]
+- `model`: Model identifier (string) - [[Only supports AWS Bedrock model provider string](../../quickstart.md#using-a-string-model-id)]
 - `prompt`: System prompt for the agent (string)
 - `tools`: List of tool specifications (list of strings)
 - `name`: Agent name (string)
@@ -102,7 +102,7 @@ The Agent class handles all tool loading internally, including:
 
 ### Model Configurations
 
-The `model` property uses the [string based model id feature](../../../quickstart/#using-a-string-model-id). You can reference [AWS's Model Id's](https://docs.aws.amazon.com/bedrock/latest/userguide/inference-profiles-support.html) to identify a model id to use. If you want to use a different model provider, you can pass in a model as part of the `**kwargs` of the `config_to_agent` function:
+The `model` property uses the [string based model id feature](../../quickstart.md#using-a-string-model-id). You can reference [AWS's Model Id's](https://docs.aws.amazon.com/bedrock/latest/userguide/inference-profiles-support.html) to identify a model id to use. If you want to use a different model provider, you can pass in a model as part of the `**kwargs` of the `config_to_agent` function:
 
 ```python
 from strands.experimental import config_to_agent
@@ -144,7 +144,7 @@ agent.model = OpenAIModel(
 The `config_to_agent` function accepts:
 
 - `config`: Either a file path (string) or configuration dictionary
-- `**kwargs`: Additional [Agent constructor parameters](../../../../api-reference/agent/#strands.agent.agent.Agent.__init__) that override config values
+- `**kwargs`: Additional [Agent constructor parameters](../../../api-reference/agent.md#strands.agent.agent.Agent.__init__) that override config values
 
 ```python
 # Override config values with valid Agent parameters

docs/user-guide/concepts/streaming/overview.md

@@ -31,8 +31,8 @@ All streaming methods yield the same set of events:
     - `toolUseId`: Unique ID for this tool use
     - `name`: Name of the tool
     - `input`: Tool input parameters (accumulated as streaming occurs)
-- `tool_stream_event`: Information about [an event streamed from a tool](../../tools/python-tools/#tool-streaming), including:
-    - `tool_use`: The [`ToolUse`](../../../api-reference/types#strands.types.tools.ToolUse) for the tool that streamed the event
+- `tool_stream_event`: Information about [an event streamed from a tool](../tools/python-tools.md#tool-streaming), including:
+    - `tool_use`: The [`ToolUse`](../../../api-reference/types.md#strands.types.tools.ToolUse) for the tool that streamed the event
     - `data`: The data streamed from the tool
 
 ### Reasoning Events