Use AssemblyAI with OpenAI Python

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AssemblyAI provides a powerful AI-powered speech recognition API that can transcribe audio files and live audio streams with high accuracy. It offers features like speaker diarization, sentiment analysis, and custom vocabularies.

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API actions for AssemblyAI for AI assitants/agents

Language

PYTHON

Framework

Transcribe Audio

Convert audio file to text using AssemblyAI's transcription service.

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

Analyze Sentiment

Perform sentiment analysis on transcribed text to determine emotional tone.

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

Detect Topics

Identify main topics discussed in the transcribed audio content.

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

Summarize Content

Generate a concise summary of the transcribed audio content.

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

Extract Action Items

Identify and list action items mentioned in the transcribed audio.

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

Detect Entities

Identify and extract named entities (e.g., people, places, organizations) from transcribed text.

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

Generate Chapters

Automatically create chapter markers for long-form audio content.

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

Detect Language

Identify the primary language spoken in the audio file.

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

Redact PII

Automatically redact personally identifiable information (PII) from transcribed text.

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

Convert Audio To Subtitles

Generate subtitle files (e.g., SRT, VTT) from transcribed audio.

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

Detect Speaker Change

Identify when different speakers take turns in the audio.

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

Classify Content

Categorize transcribed content into predefined classes or topics.

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

Extract Keywords

Identify and list key terms or phrases from the transcribed text.

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

Detect Profanity

Identify and flag instances of profane or inappropriate language in the transcript.

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

Generate Word Cloud

Create a visual representation of frequently used words in the transcript.

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

Transcription Completed

Triggered when an audio file has been successfully transcribed.

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

High Confidence Transcription

Triggered when a transcription meets a specified confidence threshold.

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

New Audio File Uploaded

Triggered when a new audio file is uploaded to the AssemblyAI system.

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

Sentiment Score Threshold

Triggered when sentiment analysis score exceeds a specified threshold.

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

Specific Topic Detected

Triggered when a specific predefined topic is detected in the transcript.

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

Multiple Speakers Detected

Triggered when more than one speaker is identified in the audio.

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

Long Silence Detected

Triggered when a prolonged period of silence is detected in the audio.

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

Non English Audio Detected

Triggered when the primary language of the audio is not English.

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

PII Detected

Triggered when personally identifiable information is found in the transcript.

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

High Priority Keywords Found

Triggered when specific high-priority keywords are detected in the transcript.

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

Transcription Error Rate Threshold

Triggered when the transcription error rate exceeds a specified threshold.

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

Content Classification Complete

Triggered when content classification analysis is finished.

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

Urgent Action Item Detected

Triggered when an action item marked as urgent is identified in the transcript.

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

Custom Vocabulary Match

Triggered when words from a custom vocabulary list are found in the transcript.

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

Audio Quality Issues Detected

Triggered when the system detects potential audio quality problems affecting transcription.

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

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 AssemblyAI?

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

When using AssemblyAI 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 AssemblyAI with openAI_python?

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

Both AssemblyAI 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 AssemblyAI and openAI_python?

AssemblyAI 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 AssemblyAI 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 AssemblyAI to my project?

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

AssemblyAI 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 AssemblyAI and openAI_python?

AssemblyAI 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 AssemblyAI handle data privacy and security?

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

Can I customize AssemblyAI and openAI_python for my specific needs?

Absolutely! AssemblyAI 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 AssemblyAI and openAI_python?

AssemblyAI 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.