Use CustomGPT with CrewAI Python

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CustomGPT is a custom language model built on top of GPT-3 that allows users to fine-tune and personalize the model for their specific use cases.

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🔗 Connect and Use CustomGPT

1. 🔑 Connect your CustomGPT accoun

2. ✅ Select an action

3. 🚀 Go live with the agent

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API actions for CustomGPT for AI assitants/agents

Language

PYTHON

Framework

Create Custom GPT

Create a new Custom GPT model with specified parameters.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_CUSTOM_GPT])

Delete Custom GPT

Delete an existing Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.DELETE_CUSTOM_GPT])

Update Custom GPT

Modify parameters or settings of an existing Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.UPDATE_CUSTOM_GPT])

Generate Response

Generate a response using a specified Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GENERATE_RESPONSE])

List Custom GPTs

Retrieve a list of all Custom GPT models associated with the account.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.LIST_CUSTOM_GPTS])

Get Custom GPT Details

Fetch detailed information about a specific Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GET_CUSTOM_GPT_DETAILS])

Train Custom GPT

Initiate or continue training process for a Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.TRAIN_CUSTOM_GPT])

Stop Training

Halt the ongoing training process of a Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.STOP_TRAINING])

Add Training Data

Upload new training data to improve a Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.ADD_TRAINING_DATA])

Remove Training Data

Delete specific training data from a Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.REMOVE_TRAINING_DATA])

Export Custom GPT

Export a Custom GPT model for backup or transfer purposes.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.EXPORT_CUSTOM_GPT])

Import Custom GPT

Import a previously exported Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.IMPORT_CUSTOM_GPT])

Set Access Permissions

Configure access rights and permissions for a Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.SET_ACCESS_PERMISSIONS])

Generate Embeddings

Create embeddings for input text using a Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GENERATE_EMBEDDINGS])

Perform Semantic Search

Execute a semantic search using a Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.PERFORM_SEMANTIC_SEARCH])

Create Fine Tuning Job

Initiate a fine-tuning job for a Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_FINE_TUNING_JOB])

Cancel Fine Tuning Job

Cancel an ongoing fine-tuning job for a Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CANCEL_FINE_TUNING_JOB])

Get Fine Tuning Job Status

Retrieve the current status of a fine-tuning job.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GET_FINE_TUNING_JOB_STATUS])

Create Chat Completion

Generate a chat completion using a Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CREATE_CHAT_COMPLETION])

Analyze Text

Perform text analysis using a Custom GPT model.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.ANALYZE_TEXT])

Custom GPT Created

Triggered when a new Custom GPT model is created.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CUSTOM_GPT_CREATED_TRIGGER])

Custom GPT Deleted

Triggered when a Custom GPT model is deleted.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CUSTOM_GPT_DELETED_TRIGGER])

Custom GPT Updated

Triggered when a Custom GPT model is modified or updated.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.CUSTOM_GPT_UPDATED_TRIGGER])

Training Completed

Triggered when the training process for a Custom GPT model is completed.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.TRAINING_COMPLETED_TRIGGER])

Training Started

Triggered when the training process for a Custom GPT model begins.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.TRAINING_STARTED_TRIGGER])

Error Occurred

Triggered when an error occurs during any Custom GPT operation.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.ERROR_OCCURRED_TRIGGER])

Usage Limit Reached

Triggered when the usage limit for a Custom GPT model is reached.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.USAGE_LIMIT_REACHED_TRIGGER])

New Version Available

Triggered when a new version of the Custom GPT model becomes available.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.NEW_VERSION_AVAILABLE_TRIGGER])

Access Permission Changed

Triggered when access permissions for a Custom GPT model are modified.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.ACCESS_PERMISSION_CHANGED_TRIGGER])

Fine Tuning Completed

Triggered when a fine-tuning job for a Custom GPT model is completed.

from composio_crewai import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.FINE_TUNING_COMPLETED_TRIGGER])

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 CustomGPT?

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

When using CustomGPT and crewAI_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 CustomGPT with crewAI_python?

Integrating CustomGPT with crewAI_python is super easy with Composio.dev! You can use the Composio.dev API to call functions from both CustomGPT and crewAI_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 CustomGPT and crewAI_python?

Both CustomGPT and crewAI_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 CustomGPT and crewAI_python?

CustomGPT and crewAI_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 CustomGPT and crewAI_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 CustomGPT to my project?

Absolutely! You can easily incorporate CustomGPT into your project by utilizing the Composio.dev API. This API allows you to call functions from both CustomGPT and crewAI_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 CustomGPT and crewAI_python?

CustomGPT and crewAI_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 CustomGPT and crewAI_python?

CustomGPT and crewAI_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 CustomGPT handle data privacy and security?

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

Can I customize CustomGPT and crewAI_python for my specific needs?

Absolutely! CustomGPT and crewAI_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 CustomGPT and crewAI_python?

CustomGPT and crewAI_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.