Use AWS Lambda with OpenAI Python

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AWS Lambda is a serverless computing service provided by Amazon Web Services (AWS). It allows you to run code without provisioning or managing servers. Lambda automatically scales your application by running code in response to events or HTTP requests, and only charges you for the compute time you use.

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🔗 Connect and Use AWS Lambda

1. 🔑 Connect your AWS Lambda accou

2. ✅ Select an action

3. 🚀 Go live with the agent

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Actions

Open Index

API actions for AWS Lambda for AI assitants/agents

Language

PYTHON

Framework

Create Lambda Function

Creates a new AWS Lambda function with specified code and configuration.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_LAMBDA_FUNCTION])

Update Lambda Function Code

Updates the code of an existing Lambda function.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.UPDATE_LAMBDA_FUNCTION_CODE])

Delete Lambda Function

Deletes a specified Lambda function.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.DELETE_LAMBDA_FUNCTION])

Invoke Lambda Function

Invokes a Lambda function synchronously or asynchronously.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.INVOKE_LAMBDA_FUNCTION])

List Lambda Functions

Retrieves a list of Lambda functions in the account.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LIST_LAMBDA_FUNCTIONS])

Get Lambda Function Configuration

Retrieves the configuration information of a Lambda function.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GET_LAMBDA_FUNCTION_CONFIG])

Update Lambda Function Configuration

Modifies the configuration parameters of a Lambda function.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.UPDATE_LAMBDA_FUNCTION_CONFIG])

Create Lambda Function Version

Publishes a new version of a Lambda function.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_LAMBDA_FUNCTION_VERSION])

Create Lambda Function Alias

Creates an alias for a Lambda function version.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_LAMBDA_FUNCTION_ALIAS])

Update Lambda Function Alias

Updates the configuration of a Lambda function alias.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.UPDATE_LAMBDA_FUNCTION_ALIAS])

Delete Lambda Function Alias

Deletes a Lambda function alias.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.DELETE_LAMBDA_FUNCTION_ALIAS])

Add Lambda Function Permission

Adds a permission to the resource policy of a Lambda function.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.ADD_LAMBDA_FUNCTION_PERMISSION])

Remove Lambda Function Permission

Removes a permission from the resource policy of a Lambda function.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.REMOVE_LAMBDA_FUNCTION_PERMISSION])

Tag Lambda Function

Adds tags to a Lambda function.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.TAG_LAMBDA_FUNCTION])

Untag Lambda Function

Removes tags from a Lambda function.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.UNTAG_LAMBDA_FUNCTION])

Create Lambda Layer Version

Creates a new version of a Lambda layer.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_LAMBDA_LAYER_VERSION])

Delete Lambda Layer Version

Deletes a version of a Lambda layer.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.DELETE_LAMBDA_LAYER_VERSION])

List Lambda Layers

Lists Lambda layers and shows information about the latest version of each.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LIST_LAMBDA_LAYERS])

Get Lambda Layer Version

Returns information about a version of an AWS Lambda layer.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GET_LAMBDA_LAYER_VERSION])

Lambda Function Invocation

Triggered when a Lambda function is invoked.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LAMBDA_FUNCTION_INVOCATION])

Lambda Function Error

Triggered when a Lambda function execution results in an error.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LAMBDA_FUNCTION_ERROR])

Lambda Function Throttle

Triggered when Lambda throttles a function due to concurrency limits.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LAMBDA_FUNCTION_THROTTLE])

Lambda Function Timeout

Triggered when a Lambda function execution times out.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LAMBDA_FUNCTION_TIMEOUT])

Lambda Function Cold Start

Triggered when a Lambda function experiences a cold start.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LAMBDA_FUNCTION_COLD_START])

Lambda Function Update

Triggered when a Lambda function is updated.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LAMBDA_FUNCTION_UPDATE])

Lambda Function Deletion

Triggered when a Lambda function is deleted.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LAMBDA_FUNCTION_DELETION])

Lambda Function Alias Update

Triggered when a Lambda function alias is updated.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LAMBDA_FUNCTION_ALIAS_UPDATE])

Lambda Layer Version Creation

Triggered when a new version of a Lambda layer is created.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LAMBDA_LAYER_VERSION_CREATION])

Lambda Concurrency Update

Triggered when the concurrency settings of a Lambda function are updated.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LAMBDA_CONCURRENCY_UPDATE])

Lambda Function URL Configuration

Triggered when a Lambda function URL is configured or updated.

from composio_openai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LAMBDA_FUNCTION_URL_CONFIG])

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 AWS Lambda?

Composio.dev seamlessly integrates with AWS Lambda, making it a breeze to leverage its capabilities within the Composio.dev platform. You can use AWS Lambda 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 AWS Lambda and openAI_python?

When using AWS Lambda and openAI_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 AWS Lambda with openAI_python?

Integrating AWS Lambda with openAI_python is super easy with Composio.dev! You can use the Composio.dev API to call functions from both AWS Lambda and openAI_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 AWS Lambda and openAI_python?

Both AWS Lambda and openAI_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 AWS Lambda and openAI_python?

AWS Lambda and openAI_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 AWS Lambda and openAI_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 AWS Lambda to my project?

Absolutely! You can easily incorporate AWS Lambda into your project by utilizing the Composio.dev API. This API allows you to call functions from both AWS Lambda and openAI_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 AWS Lambda and openAI_python?

AWS Lambda and openAI_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 AWS Lambda and openAI_python?

AWS Lambda and openAI_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 AWS Lambda handle data privacy and security?

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

Can I customize AWS Lambda and openAI_python for my specific needs?

Absolutely! AWS Lambda and openAI_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 AWS Lambda and openAI_python?

AWS Lambda and openAI_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.