Merge pull request #18924 from umaannamalai/python-agent-10.1.0-release

Python agent 10.1.0 release

src/content/docs/apm/agents/python-agent/python-agent-api/recordllmfeedbackevent-python-agent-api.mdx

@@ -112,7 +112,7 @@ In many cases, the endpoint for AI messages are recorded in different places fro
   </tbody>
 </table>
 
-## Return values [#return-valuess]
+## Return values [#return-values]
 
 None.
 

src/content/docs/apm/agents/python-agent/python-agent-api/withllmcustomattributes-python-agent-api.mdx

@@ -0,0 +1,91 @@
+---
+title: WithLlmCustomAttributes (Python agent API)
+type: apiDoc
+shortDescription: Add custom attributes to LLM events
+tags:
+  - Agents
+  - Python agent
+  - Python agent API
+metaDescription: 'Python API: This API adds custom attributes to a Large Language Model (LLM) events generated in AI applications.'
+redirects:
+  - /docs/agents/python-agent/python-agent-api/withllmcustomattributes-python-agent-api
+  - /docs/agents/python-agent/python-agent-api/withllmcustomattributes
+freshnessValidatedDate: never
+---
+
+## Syntax [#syntax]
+
+```py
+    with newrelic.agent.WithLlmCustomAttributes(custom_attribute_map):
+```
+
+Context manager API that adds user-specified attributes to Large Language Model (LLM) events generated by LLM calls in application code.
+
+## Requirements [#requirements]
+
+Python agent version 10.1.0 or higher.
+
+## Description [#description]
+
+This context manager API adds custom user-specified attributes to each LLM event generated within its context based on calls made to LLMs.
+The agent will automatically add an `llm.` prefix to each custom attribute key name specified in the passed in dictionary argument.
+This API must be called within the context of an active transaction.
+
+These custom attributes can be viewed on LLM events and queried for in the New Relic UI. For more information on AI Monitoring, see our [AI docs](https://docs.newrelic.com/docs/ai-monitoring/intro-to-ai-monitoring/).
+
+
+## Parameters [#parameters]
+
+<table>
+  <thead>
+    <tr>
+      <th width="25%">
+        Parameter
+      </th>
+
+      <th>
+        Description
+      </th>
+    </tr>
+  </thead>
+
+  <tbody>
+    <tr>
+      <td>
+        `custom_attribute_map`
+
+        _dictionary_
+      </td>
+
+      <td>
+        Required. A non-empty dictionary where each key-value pair indicates the custom attribute name and its respective value.
+      </td>
+    </tr>
+  </tbody>
+</table>
+
+## Return values [#return-values]
+
+None.
+
+## Examples [#examples]
+
+### Add custom attributes to an OpenAI chat completion call
+
+
+````py
+    import newrelic.agent
+
+    from openai import OpenAI
+
+    client = OpenAI()
+
+    with newrelic.agent.WithLlmCustomAttributes({"custom": "attr", "custom1": "attr1"}):
+        response = client.chat.completions.create(
+            messages=[{
+                "role": "user",
+                "content": "Say this is a test",
+            }],
+            model="gpt-4o-mini",
+        )
+````

src/content/docs/release-notes/agent-release-notes/python-release-notes/python-agent-100100.mdx

@@ -0,0 +1,42 @@
+---
+subject: 'Python agent'
+releaseDate: '2024-10-10'
+version: 10.1.0
+downloadLink: 'https://pypi.python.org/pypi/newrelic'
+features: ['Add support for Python 3.13', 'Add new LLM custom attribute context manager API', 'Add support for reporting of Amazon ECS Fargate Docker IDs', 'Add instrumentation for `SQLiteVec` vectorstore in Langchain']
+bugs: []
+security: []
+---
+
+## Notes
+
+This release of the Python agent adds support for Python 3.13, adds a new Large Language Model (LLM) API, supports Docker ID parsing in Amazon ECS Fargate environments, and instruments a new Langchain vectorstore.
+
+
+Install the agent using `easy_install/pip/distribute` via the [Python Package Index](https://pypi.python.org/pypi/newrelic) or download it directly from the [New Relic download site](https://download.newrelic.com/python_agent/release).
+
+
+## New features
+
+* Add support for Python 3.13
+
+  * The agent now supports applications running in Python 3.13.
+
+* Add new LLM custom attribute context manager API
+
+  * The agent now includes a new context manager API that adds custom attributes to LLM events generated from calls to LLMs in application code. For more information on usage, please see our [API documentation](/docs/apm/agents/python-agent/python-agent-api/withllmcustomattributes-python-agent-api).
+
+* Add support for reporting of [Amazon ECS Fargate](https://docs.aws.amazon.com/AmazonECS/latest/developerguide/AWS_Fargate.html) Docker IDs
+
+  * The agent now reports Docker IDs for containers running in ECS Fargate environments.
+
+* Add instrumentation for `SQLiteVec` vectorstore in Langchain
+
+  * The agent now instruments `similarity_search` for the `SQLiteVec` vectorstore.
+
+
+## Support statement
+
+We recommend updating to the latest agent version as soon as it's available. If you can't upgrade to the latest version, update your agents to a version no more than 90 days old. Read [more](/docs/new-relic-solutions/new-relic-one/install-configure/update-new-relic-agent/) about keeping agents up to date.
+
+See the New Relic Python agent [EOL policy](/docs/apm/agents/python-agent/getting-started/python-agent-eol-policy/) for information about agent releases and support dates.