Use Octai with AI Agents

Ai-apps

Octai is a data visualization and analytics platform that helps users create interactive dashboards and visualize complex data.

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🔗 Connect and Use Octai

1. 🔑 Connect your Octai account

2. ✅ Select an action

3. 🚀 Go live with the agent

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API actions for Octai for AI assitants/agents

Language

PYTHON

Framework

Create Project

Creates a new project in Octai

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

Upload Dataset

Uploads a dataset to an existing project in Octai

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

Train Model

Initiates the training of a machine learning model on a specified dataset

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

Deploy Model

Deploys a trained model to make it available for predictions

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

Make Prediction

Uses a deployed model to make a prediction on new data

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

Update Project Settings

Modifies the settings of an existing project

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

Archive Project

Archives an existing project to save resources

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

Generate Report

Creates a detailed report on model performance or project status

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

Set Alert

Configures an alert for specific events or thresholds in Octai

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

Invite Team Member

Sends an invitation to a new team member to join the Octai workspace

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

Create API Key

Generates a new API key for programmatic access to Octai

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

Schedule Task

Sets up a recurring task, such as model retraining or report generation

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

Export Data

Exports data from Octai in a specified format

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

Create Experiment

Initiates a new experiment to test different model configurations

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

Compare Models

Generates a comparison report for multiple models

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

Model Training Completed

Triggered when a model finishes training

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

New Prediction Made

Triggered when a new prediction is made using a deployed model

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

Dataset Updated

Triggered when changes are made to a dataset

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

Model Performance Threshold Reached

Triggered when a model's performance meets or exceeds a set threshold

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

New Team Member Joined

Triggered when a new member joins the Octai workspace

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

Project Created

Triggered when a new project is created in Octai

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

Model Deployed

Triggered when a model is successfully deployed

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

Experiment Completed

Triggered when an experiment finishes running

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

Alert Triggered

Triggered when a configured alert condition is met

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

Report Generated

Triggered when a new report is generated

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

API Key Created

Triggered when a new API key is generated

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

Project Archived

Triggered when a project is archived

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

Data Export Completed

Triggered when a data export task is finished

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

Scheduled Task Executed

Triggered when a scheduled task runs

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

Model Comparison Completed

Triggered when a model comparison report is finished

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

Frequently asked questions

What is Composio.dev?

Composio.dev is a platform for building AI applications, designed to make the process of developing AI solutions super easy and fun! It provides a comprehensive set of tools and libraries that simplify the process of developing AI solutions, allowing you to focus on the creative aspects of your project without getting bogged down by the technical details.

How does Composio.dev support Octai?

Composio.dev seamlessly integrates with Octai, allowing you to leverage its capabilities within the Composio.dev platform. You can utilize Octai to call functions across various platforms, including Google, GitHub, and others, making it a breeze to incorporate different services into your AI applications. Additionally, it supports user authentication via OAuth2 and can work in conjunction with other popular frameworks like LangChain and CrewAI, giving you the flexibility to build truly innovative AI solutions.

What models can I use with Octai?

With Octai, 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 Octai into my project?

Composio.dev provides a seamless integration for Octai, making it super easy to incorporate this powerful framework into your projects. You can leverage the Composio.dev API to call functions from Octai, allowing you to tap into its capabilities with just a few lines of code. The SDK is available in Python, JavaScript, and TypeScript, so you can work with your preferred programming language and integrate Octai into your projects seamlessly.

What is the pricing for Octai?

Octai is completely free to use, with a generous free tier that allows up to 1000 requests per month. This makes it accessible for developers and organizations of all sizes to explore and experiment with this powerful tool without any upfront costs. Whether you're a student working on a personal project or a startup building the next big thing, you can get started with Octai without worrying about breaking the bank.

What kind of authentication is supported for Octai?

Octai supports OAuth2 authentication, ensuring secure and authorized access to its functionalities. You can leverage the Composio.dev API to handle authentication and call functions from Octai 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 Octai to my project?

Absolutely! You can easily incorporate Octai into your project by utilizing the Composio.dev API. This API allows you to call functions from Octai, enabling you to leverage its 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 Octai to your project with ease.

What is the accuracy of Octai?

Octai is 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. Octai's 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 Octai?

Octai can be used for a wide range of AI applications, making it a versatile tool for developers and creators alike. Some common use cases include natural language processing, text generation, question answering, sentiment analysis, and more. It's 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, Octai can help you bring your ideas to life.

How does Octai handle data privacy and security?

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