docs(python): Add data_collection alternatives to integration docs

docs/platforms/python/agent-tracing/anthropic/index.mdx

@@ -68,7 +68,19 @@ It may take a couple of moments for the data to appear in [sentry.io](https://se
 
 - The supported function is currently `messages.create` (both sync and async).
 
-- Sentry considers LLM inputs/outputs as PII (Personally identifiable information) and doesn't include PII data by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False` as shown in the [Options section](#options) below.
+- Sentry considers LLM inputs/outputs as PII (Personally identifiable information) and doesn't include prompts, messages, or responses by default. Tool definitions are still attached by default; setting `inputs` to `False` in the `gen_ai` key described below removes them. To include prompts, messages, and responses, use the `gen_ai` key of the <PlatformLink to="/configuration/options/#data_collection">`data_collection` option</PlatformLink>, which lets you control inputs and outputs separately. When you pass a `data_collection` dictionary, both are collected by default and `include_prompts` is ignored:
+
+  ```python
+  sentry_sdk.init(
+      # ...
+      data_collection={
+          # Record LLM inputs, but not outputs
+          "gen_ai": {"inputs": True, "outputs": False},
+      },
+  )
+  ```
+
+  Alternatively, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False` as shown in the [Options section](#options) below. `send_default_pii` will be removed in version 3.0 of the SDK.
 
 ## Options
 
@@ -95,7 +107,9 @@ You can pass the following keyword arguments to `AnthropicIntegration()`:
 
 - `include_prompts`:
 
-  Whether LLM inputs and outputs should be sent to Sentry. Sentry considers this data personal identifiable data (PII) by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False`.
+  Whether LLM inputs and outputs should be sent to Sentry. If you use the <PlatformLink to="/configuration/options/#data_collection">`data_collection` option</PlatformLink>, this option is ignored. Use the `gen_ai` key instead.
+
+  Sentry considers this data personal identifiable data (PII) by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False`. `send_default_pii` will be removed in version 3.0 of the SDK.
 
   The default is `True`.
 

docs/platforms/python/agent-tracing/google-genai/index.mdx

@@ -81,7 +81,19 @@ It may take a couple of moments for the data to appear in [sentry.io](https://se
 
 - The supported function is currently `models.generate_content` (both sync and async).
 
-- Sentry considers LLM inputs/outputs as PII (Personally identifiable information) and doesn't include PII data by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False` as shown in the [Options section](#options) below.
+- Sentry considers LLM inputs/outputs as PII (Personally identifiable information) and doesn't include prompts, messages, or responses by default. Tool definitions and the tool calls returned by the model, including their arguments, are still attached by default; setting `inputs` and `outputs` to `False` in the `gen_ai` key described below removes them. The arguments and return values of Python functions you pass as tools are currently always attached to tool execution spans, regardless of these options. To include prompts, messages, and responses, use the `gen_ai` key of the <PlatformLink to="/configuration/options/#data_collection">`data_collection` option</PlatformLink>, which lets you control inputs and outputs separately. When you pass a `data_collection` dictionary, both are collected by default and `include_prompts` is ignored:
+
+  ```python
+  sentry_sdk.init(
+      # ...
+      data_collection={
+          # Record LLM inputs, but not outputs
+          "gen_ai": {"inputs": True, "outputs": False},
+      },
+  )
+  ```
+
+  Alternatively, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False` as shown in the [Options section](#options) below. `send_default_pii` will be removed in version 3.0 of the SDK.
 
 ## Options
 
@@ -108,7 +120,9 @@ You can pass the following keyword arguments to `GoogleGenAIIntegration()`:
 
 - `include_prompts`:
 
-  Whether LLM inputs and outputs should be sent to Sentry. Sentry considers this data personal identifiable data (PII) by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False`.
+  Whether LLM inputs and outputs should be sent to Sentry. If you use the <PlatformLink to="/configuration/options/#data_collection">`data_collection` option</PlatformLink>, this option is ignored. Use the `gen_ai` key instead.
+
+  Sentry considers this data personal identifiable data (PII) by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False`. `send_default_pii` will be removed in version 3.0 of the SDK.
 
   The default is `True`.
 

docs/platforms/python/agent-tracing/huggingface_hub/index.mdx

@@ -100,7 +100,19 @@ It may take a couple of moments for the data to appear in [sentry.io](https://se
 
 - All exceptions are reported.
 
-- Sentry considers LLM and tokenizer inputs/outputs as PII (Personally identifiable information) and doesn't include PII data by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False` as shown in the [Options section](#options) below.
+- Sentry considers LLM and tokenizer inputs/outputs as PII (Personally identifiable information) and doesn't include prompts, messages, or responses by default. Tool definitions are still attached by default; setting `inputs` to `False` in the `gen_ai` key described below removes them. To include prompts, messages, and responses, use the `gen_ai` key of the <PlatformLink to="/configuration/options/#data_collection">`data_collection` option</PlatformLink>, which lets you control inputs and outputs separately. When you pass a `data_collection` dictionary, both are collected by default and `include_prompts` is ignored:
+
+  ```python
+  sentry_sdk.init(
+      # ...
+      data_collection={
+          # Record LLM inputs, but not outputs
+          "gen_ai": {"inputs": True, "outputs": False},
+      },
+  )
+  ```
+
+  Alternatively, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False` as shown in the [Options section](#options) below. `send_default_pii` will be removed in version 3.0 of the SDK.
 
 ## Options
 
@@ -127,7 +139,9 @@ You can pass the following keyword arguments to `HuggingfaceHubIntegration()`:
 
 - `include_prompts`
 
-  Whether LLM and tokenizer inputs and outputs should be sent to Sentry. Sentry considers this data personal identifiable data (PII) by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False`.
+  Whether LLM and tokenizer inputs and outputs should be sent to Sentry. If you use the <PlatformLink to="/configuration/options/#data_collection">`data_collection` option</PlatformLink>, this option is ignored. Use the `gen_ai` key instead.
+
+  Sentry considers this data personal identifiable data (PII) by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False`. `send_default_pii` will be removed in version 3.0 of the SDK.
 
   The default is `True`.
 

docs/platforms/python/agent-tracing/index.mdx

@@ -13,7 +13,7 @@ With <Link to="/product/agents/dashboards/">Sentry Agent Tracing</Link>, you can
 
 ## Getting Started
 
-Enable <PlatformLink to="/tracing/">tracing</PlatformLink>. Supported AI libraries are instrumented automatically when their packages are installed. Prompt and response content is off by default — set `send_default_pii=True` to capture it (or configure `include_prompts` per integration).
+Enable <PlatformLink to="/tracing/">tracing</PlatformLink>. Supported AI libraries are instrumented automatically when their packages are installed. Prompt and response content is off by default — use the `gen_ai` key of the <PlatformLink to="/configuration/options/#data_collection">`data_collection` option</PlatformLink> to capture it. Alternatively, set `send_default_pii=True` (and configure `include_prompts` per integration). `send_default_pii` will be removed in version 3.0 of the SDK.
 
 ```python
 import sentry_sdk
@@ -73,7 +73,21 @@ Any of `id`, `email`, or `username` is sufficient — the Conversations tab disp
 
 ### Privacy Controls
 
-LLM inputs and outputs are treated as PII and are **off** by default. Set `send_default_pii=True` to capture them. To keep other PII on but turn AI content off, set `include_prompts=False` on the integration:
+LLM inputs and outputs are treated as PII and are **off** by default. Some integrations still attach tool data, such as tool definitions, by default. See each integration page for details. To capture them, use the `gen_ai` key of the <PlatformLink to="/configuration/options/#data_collection">`data_collection` option</PlatformLink>, which lets you control inputs and outputs separately. When you pass a `data_collection` dictionary, both are collected by default and `include_prompts` is ignored:
+
+```python
+import sentry_sdk
+
+sentry_sdk.init(
+    dsn="___PUBLIC_DSN___",
+    data_collection={
+        # Record LLM inputs, but not outputs
+        "gen_ai": {"inputs": True, "outputs": False},
+    },
+)
+```
+
+Alternatively, set `send_default_pii=True` to capture them. To keep other PII on but turn AI content off, set `include_prompts=False` on the integration. `send_default_pii` will be removed in version 3.0 of the SDK.
 
 ```python
 import sentry_sdk

docs/platforms/python/agent-tracing/langchain/index.mdx

@@ -162,7 +162,19 @@ It may take a couple of moments for the data to appear in [sentry.io](https://se
 
 - All exceptions are reported.
 
-- Sentry considers LLM and tokenizer inputs/outputs as PII (Personally identifiable information) and doesn't include PII data by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False` as shown in the [Options section](#options) below.
+- Sentry considers LLM and tokenizer inputs/outputs as PII (Personally identifiable information) and doesn't include prompts, messages, or responses by default. Tool definitions, as well as tool calls passed in the model's invocation parameters, are still attached by default; setting `inputs` to `False` in the `gen_ai` key described below removes them. To include prompts, messages, and responses, use the `gen_ai` key of the <PlatformLink to="/configuration/options/#data_collection">`data_collection` option</PlatformLink>, which lets you control inputs and outputs separately. When you pass a `data_collection` dictionary, both are collected by default and `include_prompts` is ignored:
+
+  ```python
+  sentry_sdk.init(
+      # ...
+      data_collection={
+          # Record LLM inputs, but not outputs
+          "gen_ai": {"inputs": True, "outputs": False},
+      },
+  )
+  ```
+
+  Alternatively, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False` as shown in the [Options section](#options) below. `send_default_pii` will be removed in version 3.0 of the SDK.
 
 ## Options
 
@@ -189,7 +201,9 @@ You can pass the following keyword arguments to `LangchainIntegration()`:
 
 - `include_prompts`
 
-  Whether LLM and tokenizer inputs and outputs should be sent to Sentry. Sentry considers this data personal identifiable data (PII) by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False`.
+  Whether LLM and tokenizer inputs and outputs should be sent to Sentry. If you use the <PlatformLink to="/configuration/options/#data_collection">`data_collection` option</PlatformLink>, this option is ignored. Use the `gen_ai` key instead.
+
+  Sentry considers this data personal identifiable data (PII) by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False`. `send_default_pii` will be removed in version 3.0 of the SDK.
 
   The default is `True`.
 

docs/platforms/python/agent-tracing/langgraph/index.mdx

@@ -122,7 +122,9 @@ You can pass the following keyword arguments to `LanggraphIntegration()`:
 
 - `include_prompts`
 
-  Controls whether LLM inputs and outputs should be sent to Sentry. Sentry considers this data personal identifiable data (PII) by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False`.
+  Controls whether LLM inputs and outputs should be sent to Sentry. If you use the <PlatformLink to="/configuration/options/#data_collection">`data_collection` option</PlatformLink>, this option is ignored. Use the `gen_ai` key instead.
+
+  Sentry considers this data personal identifiable data (PII) by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False`. `send_default_pii` will be removed in version 3.0 of the SDK.
 
   The default is `True`.
 

docs/platforms/python/agent-tracing/litellm/index.mdx

@@ -82,7 +82,19 @@ It may take a couple of moments for the data to appear in [sentry.io](https://se
 
 - The supported functions are currently `completion` and `embedding` (both sync and async).
 
-- Sentry considers LLM inputs/outputs as PII (Personally identifiable information) and doesn't include PII data by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False` as shown in the [Options section](#options) below.
+- Sentry considers LLM inputs/outputs as PII (Personally identifiable information) and doesn't include PII data by default. To include the data, use the `gen_ai` key of the <PlatformLink to="/configuration/options/#data_collection">`data_collection` option</PlatformLink>, which lets you control inputs and outputs separately. When you pass a `data_collection` dictionary, both are collected by default and `include_prompts` is ignored:
+
+  ```python
+  sentry_sdk.init(
+      # ...
+      data_collection={
+          # Record LLM inputs, but not outputs
+          "gen_ai": {"inputs": True, "outputs": False},
+      },
+  )
+  ```
+
+  Alternatively, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False` as shown in the [Options section](#options) below. `send_default_pii` will be removed in version 3.0 of the SDK.
 
 ## Options
 
@@ -109,7 +121,9 @@ You can pass the following keyword arguments to `LiteLLMIntegration()`:
 
 - `include_prompts`:
 
-  Whether LLM inputs and outputs should be sent to Sentry. Sentry considers this data personal identifiable data (PII) by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False`.
+  Whether LLM inputs and outputs should be sent to Sentry. If you use the <PlatformLink to="/configuration/options/#data_collection">`data_collection` option</PlatformLink>, this option is ignored. Use the `gen_ai` key instead.
+
+  Sentry considers this data personal identifiable data (PII) by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False`. `send_default_pii` will be removed in version 3.0 of the SDK.
 
   The default is `True`.
 

docs/platforms/python/agent-tracing/mistral/index.mdx

@@ -87,7 +87,19 @@ It may take a couple of moments for the data to appear in [sentry.io](https://se
 
 - The supported functions are currently `Chat.complete` and `Chat.complete_async` (sync and async). Streaming completions (`stream=True`) are not instrumented.
 
-- Sentry considers LLM inputs/outputs as PII (Personally identifiable information) and doesn't include PII data by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call.
+- Sentry considers LLM inputs/outputs as PII (Personally identifiable information) and doesn't include PII data by default. To include the data, use the `gen_ai` key of the <PlatformLink to="/configuration/options/#data_collection">`data_collection` option</PlatformLink>, which lets you control inputs and outputs separately. When you pass a `data_collection` dictionary, both are collected by default:
+
+  ```python
+  sentry_sdk.init(
+      # ...
+      data_collection={
+          # Record LLM inputs, but not outputs
+          "gen_ai": {"inputs": True, "outputs": False},
+      },
+  )
+  ```
+
+  Alternatively, set `send_default_pii=True` in the `sentry_sdk.init()` call. `send_default_pii` will be removed in version 3.0 of the SDK.
 
 ## Supported Versions