Use Amazon CloudWatch with Llamaindex Python

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Amazon CloudWatch is a monitoring and observability service that provides data and actionable insights to monitor applications, respond to system-wide performance changes, optimize resource utilization, and get a unified view of operational health.

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🔗 Connect and Use Amazon CloudWatch

1. 🔑 Connect your Amazon CloudWatc

2. ✅ Select an action

3. 🚀 Go live with the agent

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API actions for Amazon CloudWatch for AI assitants/agents

Language

PYTHON

Framework

Create Alarm

Create a new CloudWatch alarm based on specified metrics and conditions.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_ALARM])

Delete Alarm

Delete an existing CloudWatch alarm.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.DELETE_ALARM])

Update Alarm

Modify the settings of an existing CloudWatch alarm.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.UPDATE_ALARM])

Describe Alarms

Retrieve information about existing CloudWatch alarms.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.DESCRIBE_ALARMS])

Put Metric Data

Publish metric data points to CloudWatch.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.PUT_METRIC_DATA])

Get Metric Statistics

Retrieve statistics for specified metrics over a given time period.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GET_METRIC_STATISTICS])

List Metrics

List the metrics stored in CloudWatch.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LIST_METRICS])

Create Dashboard

Create a new CloudWatch dashboard.

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

Delete Dashboard

Delete an existing CloudWatch dashboard.

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

Put Dashboard

Create or update a CloudWatch dashboard with specified widgets and layouts.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.PUT_DASHBOARD])

Create Log Group

Create a new log group in CloudWatch Logs.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_LOG_GROUP])

Delete Log Group

Delete an existing log group from CloudWatch Logs.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.DELETE_LOG_GROUP])

Put Log Events

Upload log events to a specified log stream in CloudWatch Logs.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.PUT_LOG_EVENTS])

Create Metric Filter

Create a metric filter to extract values from log events for use in CloudWatch metrics.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_METRIC_FILTER])

Delete Metric Filter

Delete an existing metric filter from a log group.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.DELETE_METRIC_FILTER])

Put Subscription Filter

Create or update a subscription filter for a log group to deliver matching log events to a specified destination.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.PUT_SUBSCRIPTION_FILTER])

Delete Subscription Filter

Delete a subscription filter associated with a log group.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.DELETE_SUBSCRIPTION_FILTER])

Start Query

Initiate a CloudWatch Logs Insights query to analyze log data.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.START_QUERY])

Stop Query

Stop a running CloudWatch Logs Insights query.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.STOP_QUERY])

Get Query Results

Retrieve the results of a completed CloudWatch Logs Insights query.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GET_QUERY_RESULTS])

Alarm State Change

Trigger when a CloudWatch alarm changes state (OK, ALARM, INSUFFICIENT_DATA).

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.ALARM_STATE_CHANGE])

Metric Threshold Crossed

Trigger when a specified metric crosses a defined threshold.

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

Log Pattern Matched

Trigger when a specific pattern is detected in CloudWatch Logs.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LOG_PATTERN_MATCHED])

Anomaly Detection

Trigger when an anomaly is detected based on machine learning models.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.ANOMALY_DETECTION])

Composite Alarm State Change

Trigger when a composite alarm (combination of multiple alarms) changes state.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.COMPOSITE_ALARM_STATE_CHANGE])

Insight Rule State Change

Trigger when a CloudWatch Contributor Insights rule changes state.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.INSIGHT_RULE_STATE_CHANGE])

Metric Math Alarm

Trigger based on the result of a metric math expression.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.METRIC_MATH_ALARM])

Log Group Created

Trigger when a new log group is created in CloudWatch Logs.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LOG_GROUP_CREATED])

Dashboard Modified

Trigger when a CloudWatch dashboard is created, updated, or deleted.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.DASHBOARD_MODIFIED])

Metric Stream State Change

Trigger when the state of a CloudWatch metric stream changes.

from composio_llamaindex import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.METRIC_STREAM_STATE_CHANGE])

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 Amazon CloudWatch?

Composio.dev seamlessly integrates with Amazon CloudWatch, making it a breeze to leverage its capabilities within the Composio.dev platform. You can use Amazon CloudWatch 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 Amazon CloudWatch and llamaindex_python?

When using Amazon CloudWatch and llamaindex_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 Amazon CloudWatch with llamaindex_python?

Integrating Amazon CloudWatch with llamaindex_python is super easy with Composio.dev! You can use the Composio.dev API to call functions from both Amazon CloudWatch and llamaindex_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 Amazon CloudWatch and llamaindex_python?

Both Amazon CloudWatch and llamaindex_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 Amazon CloudWatch and llamaindex_python?

Amazon CloudWatch and llamaindex_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 Amazon CloudWatch and llamaindex_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 Amazon CloudWatch to my project?

Absolutely! You can easily incorporate Amazon CloudWatch into your project by utilizing the Composio.dev API. This API allows you to call functions from both Amazon CloudWatch and llamaindex_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 Amazon CloudWatch and llamaindex_python?

Amazon CloudWatch and llamaindex_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 Amazon CloudWatch and llamaindex_python?

Amazon CloudWatch and llamaindex_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 Amazon CloudWatch handle data privacy and security?

Data privacy and security are crucial considerations when working with AI systems, and Amazon CloudWatch 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. Amazon CloudWatch 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 Amazon CloudWatch for your AI development needs.

Can I customize Amazon CloudWatch and llamaindex_python for my specific needs?

Absolutely! Amazon CloudWatch and llamaindex_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 Amazon CloudWatch and llamaindex_python?

Amazon CloudWatch and llamaindex_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.