Use Datadog with Langchain Python

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Datadog is a monitoring and analytics platform for cloud-scale applications, providing real-time visibility and insights across the full technology stack, from infrastructure to applications.

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🔗 Connect and Use Datadog

1. 🔑 Connect your Datadog account

2. ✅ Select an action

3. 🚀 Go live with the agent

What do you want to do?

Open Index

API actions for Datadog for AI assitants/agents

Language

PYTHON

Framework

Create Monitor

Create a new monitor in Datadog to track specific metrics or logs.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_MONITOR])

Update Monitor

Modify an existing monitor's settings or thresholds in Datadog.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.UPDATE_MONITOR])

Delete Monitor

Remove a specified monitor from Datadog.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.DELETE_MONITOR])

Mute Monitor

Temporarily silence notifications for a specific monitor.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.MUTE_MONITOR])

Unmute Monitor

Resume notifications for a previously muted monitor.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.UNMUTE_MONITOR])

Create Dashboard

Create a new dashboard to visualize metrics and logs in Datadog.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_DASHBOARD])

Update Dashboard

Modify an existing dashboard's layout or widgets in Datadog.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.UPDATE_DASHBOARD])

Delete Dashboard

Remove a specified dashboard from Datadog.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.DELETE_DASHBOARD])

Submit Metric

Send a custom metric to Datadog for tracking and visualization.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.SUBMIT_METRIC])

Submit Event

Create and send a custom event to Datadog for logging and analysis.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.SUBMIT_EVENT])

Get Metric Data

Retrieve metric data for a specific timeframe from Datadog.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GET_METRIC_DATA])

Create Synthetic Test

Set up a new synthetic test to monitor application performance.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_SYNTHETIC_TEST])

Run Synthetic Test

Manually trigger a synthetic test to check application status.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.RUN_SYNTHETIC_TEST])

Create Service Level Objective

Define a new Service Level Objective (SLO) in Datadog.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_SLO])

Update Service Level Objective

Modify an existing Service Level Objective in Datadog.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.UPDATE_SLO])

Get Monitor Details

Retrieve detailed information about a specific monitor.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GET_MONITOR_DETAILS])

Get Dashboard Details

Fetch comprehensive information about a particular dashboard.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GET_DASHBOARD_DETAILS])

Create Timeboard

Generate a new timeboard to display time-series data in Datadog.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_TIMEBOARD])

Create Screenboard

Create a new screenboard for custom, flexible visualizations in Datadog.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_SCREENBOARD])

Add User

Invite and add a new user to the Datadog organization.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.ADD_USER])

Monitor Alert

Triggered when a monitor's conditions are met and it enters an alert state.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.MONITOR_ALERT])

Monitor Recovery

Triggered when a monitor returns to a normal state after an alert.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.MONITOR_RECOVERY])

Metric Threshold Crossed

Triggered when a specified metric crosses a defined threshold.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.METRIC_THRESHOLD_CROSSED])

Anomaly Detected

Triggered when Datadog detects an anomaly in metric behavior.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.ANOMALY_DETECTED])

SLO Breach

Triggered when a Service Level Objective is breached.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.SLO_BREACH])

Synthetic Test Failure

Triggered when a synthetic test fails or times out.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.SYNTHETIC_TEST_FAILURE])

Log Pattern Detected

Triggered when a specific pattern is detected in log entries.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LOG_PATTERN_DETECTED])

Security Alert

Triggered when Datadog detects a potential security threat or violation.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.SECURITY_ALERT])

Host Goes Down

Triggered when a monitored host becomes unreachable or stops reporting.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.HOST_GOES_DOWN])

APM Error Spike

Triggered when there's a sudden increase in application errors detected by APM.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.APM_ERROR_SPIKE])

Frequently asked questions

What is Composio.dev?

Composio.dev is a cutting-edge framework for building AI applications, designed to make the process of developing AI solutions super easy and fun! It's a collection of powerful tools and libraries that simplify the process of creating AI applications, allowing you to focus on the creative aspects of your project without getting bogged down by the technical details.

How does Composio.dev support Datadog?

Composio.dev seamlessly integrates with Datadog, making it a breeze to leverage its capabilities within the Composio.dev platform. You can use Datadog to call functions on various platforms like Google, GitHub, and others, allowing you to incorporate different services into your AI applications with ease. It also supports user login via OAuth2 and can work with other popular frameworks such as LangChain and CrewAI, giving you the flexibility to build truly innovative AI solutions.

What models can I use with Datadog and langchain_python?

When using Datadog and langchain_python, you have access to a wide range of state-of-the-art language models, including GPT-4o (OpenAI), GPT-3.5 (OpenAI), GPT-4 (OpenAI), Claude (Anthropic), PaLM (Google), LLaMA and LLaMA 2 (Meta), Gemini, and many others. This flexibility allows you to choose the model that best suits your specific use case, whether you're building a chatbot, a content creation tool, or any other AI-powered application. You can experiment with different models and find the one that delivers the best performance for your project.

How can I integrate Datadog with langchain_python?

Integrating Datadog with langchain_python is super easy with Composio.dev! You can use the Composio.dev API to call functions from both Datadog and langchain_python, allowing you to tap into their capabilities with just a few lines of code. The SDK is available in Python, JavaScript, and TypeScript, so you can work with the language you're most comfortable with and integrate these powerful tools into your projects seamlessly.

What is the pricing for Datadog and langchain_python?

Both Datadog and langchain_python are completely free to use, with a generous free tier that allows up to 1000 requests per month. This makes them accessible for developers and organizations of all sizes, whether you're a student working on a personal project or a startup building the next big thing. You can get started with these powerful tools without worrying about breaking the bank.

What kind of authentication is supported for Datadog and langchain_python?

Datadog and langchain_python support OAuth2 authentication, ensuring secure and authorized access to their functionalities. You can use the Composio.dev API to handle authentication and call functions from both Datadog and langchain_python seamlessly. The SDK is available in Python, JavaScript, and TypeScript for your convenience, making it easy to integrate authentication into your projects and keep your users' data safe and secure.

Can I add Datadog to my project?

Absolutely! You can easily incorporate Datadog into your project by utilizing the Composio.dev API. This API allows you to call functions from both Datadog and langchain_python, enabling you to leverage their capabilities within your application. The SDK is available in Python, JavaScript, and TypeScript to facilitate integration, so you can work with the language you're most comfortable with and add these powerful tools to your project with ease.

What is the accuracy of Datadog and langchain_python?

Datadog and langchain_python are designed to provide highly accurate and reliable results, ensuring that your AI applications perform at their best. The integration with Composio.dev ensures precise function calls, enabling you to build robust and powerful AI applications with confidence. The comprehensive framework and the ability to leverage state-of-the-art models ensure reliable and accurate outcomes for your AI development needs, whether you're working on a chatbot, a content creation tool, or any other AI-powered project.

What are some common use cases for Datadog and langchain_python?

Datadog and langchain_python can be used for a wide range of AI applications, making them versatile tools for developers and creators alike. Some common use cases include natural language processing, text generation, question answering, sentiment analysis, and more. They're particularly useful for building chatbots, virtual assistants, content creation tools, and other AI-powered applications that can help you automate tasks, engage with users, and create compelling content. Whether you're working on a personal project or building a product for your startup, these tools can help you bring your ideas to life.

How does Datadog handle data privacy and security?

Data privacy and security are crucial considerations when working with AI systems, and Datadog takes these issues seriously. It follows industry best practices and adheres to strict data protection regulations, ensuring that your data is kept safe and secure. Datadog provides robust security measures, such as encryption and access controls, to ensure the confidentiality and integrity of your data. You can rest assured that your sensitive information is protected when using Datadog for your AI development needs.

Can I customize Datadog and langchain_python for my specific needs?

Absolutely! Datadog and langchain_python are highly customizable and extensible, allowing you to tailor their functionality, models, and configurations to meet your specific requirements. Whether you're building a chatbot, a content creation tool, or any other AI-powered application, you can customize these tools to fit your unique needs. Additionally, Composio.dev provides a flexible platform for integrating and orchestrating various AI tools and services, enabling you to create custom AI solutions that are tailored to your project.

What kind of support and documentation is available for Datadog and langchain_python?

Datadog and langchain_python have comprehensive documentation and a supportive community, making it easy for you to get started and find answers to your questions. Composio.dev also provides extensive resources, including tutorials, guides, and a dedicated support team to assist you throughout your AI development journey. Whether you're a beginner or an experienced developer, you'll have access to the resources you need to make the most of these powerful tools.