Mastering Symbl.ai: A Beginner's Guide with Akanksha Bhasin
Table of Contents
- Introduction
- What is Symbol AI?
- Getting Started with Symbol AI
3.1 Sign up and API Credentials
3.2 Using Postman Collection
3.3 Processing Conversations
- Symbol AI Features
4.1 Trackers
4.2 Conversation Insights
4.3 Speech Recognition and Transcripts
4.4 Summarization and Abstract Topics
- Websockets Demo
- Comparison to YouTube Captions
- Supported Languages and Accents
- Data Storage and Security
- Conclusion
- Twitter Giveaway and Resources
Introduction
Good evening! Welcome to the Symbol AI 101 workshop, organized by the Computer Society of India - VIT Student Chapter. In this workshop, we will provide You with a high-level overview of Symbol AI's Conversation Intelligence Platform. We will explore how to deploy conversational intelligence and integrate it into your voice or video applications.
What is Symbol AI?
Symbol AI is a Conversation Intelligence Platform that allows you to add AI and ML on top of your voice, video, or text communication interfaces. It acts as a one-stop-shop for managing all your conversations and generating automated speech recognition, sentiments, actions, questions, custom intents, topics, and conversation analytics. Symbol AI provides APIs and SDKs that work with REST interfaces for recorded files, URLs, and even streaming audio through websockets.
Getting Started with Symbol AI
To get started with Symbol AI, you need to sign up and obtain API credentials. Once you have the credentials, you can use the Postman collection provided to process conversations and analyze the results. The collection includes APIs for text processing, speech-to-text conversion, sentiment analysis, topic extraction, and more.
Symbol AI Features
Symbol AI offers various features to enhance conversational intelligence. It includes the use of trackers, which allow you to track the occurrence of specific keywords or phrases in a conversation. This helps identify emerging trends and monitor the nature of interactions. Additionally, Symbol AI provides conversation insights such as speaker interaction analysis, sentiment analysis, and personalized intents.
Websockets Demo
Symbol AI supports real-time conversation analysis through websockets. This allows for the live capture and analysis of conversations, providing Instant insights and actions. We will provide a hands-on demo during the workshop to showcase the capabilities of Symbol AI's websockets feature.
Comparison to YouTube Captions
Symbol AI goes beyond simple transcription offered by YouTube captions. While Symbol AI provides accurate and real-time transcription, it also offers deeper insights into conversations, including sentiment analysis, topic extraction, and customized trackers.
Supported Languages and Accents
Symbol AI supports multiple languages, including English and Spanish. The platform can handle various accents within these languages, ensuring accurate transcription and analysis.
Data Storage and Security
All data processed by Symbol AI is securely stored on Google Cloud Platform (GCP). The platform ensures data encryption and follows best practices for security and privacy. Symbol AI does not Read or access personal data, providing users with peace of mind.
Conclusion
Symbol AI is a powerful tool for analyzing and extracting intelligence from conversations. Its Conversation Intelligence Platform offers a range of features, including sentiment analysis, topic extraction, personalized intents, and real-time analysis through websockets. Whether you are building voice, video, or text-Based applications, Symbol AI can enhance the conversational experience and provide actionable insights.
Twitter Giveaway and Resources
Don't forget to participate in the Symbol AI Twitter giveaway. Share your workshop experience on Twitter using the hashtag #BuildWithSymbol, and you could win Symbol AI swag and Amazon gift cards. Additionally, check out the resources provided by Symbol AI, including their GitHub repositories, documentation, and support channels.
Now, let's dive into the details and explore Symbol AI further. Don't hesitate to ask any questions throughout the workshop – our team is here to assist you. Enjoy the workshop and unleash the power of Symbol AI in your projects!
Symbol AI: Unleashing the Potential of Conversation Intelligence
Symbol AI is revolutionizing the way we analyze and extract intelligence from conversations. With its Conversation Intelligence Platform, Symbol AI empowers developers and businesses to enhance the conversational experience and gain valuable insights in real time. In this article, we will explore the features, use cases, and benefits of Symbol AI, and learn how to leverage its capabilities to build innovative voice, video, and text-based applications.
What is Symbol AI?
Symbol AI is a Conversation Intelligence Platform that enables developers to add AI and ML capabilities to their voice, video, and text communication interfaces. With Symbol AI, developers can effortlessly manage conversations, generate automated speech recognition, sentiments, actions, questions, custom intents, topics, and conversation analytics. Symbol AI offers a wide range of powerful APIs and SDKs that work seamlessly with REST interfaces for recorded files, URLs, and streaming audio through websockets.
Getting Started with Symbol AI
To get started with Symbol AI, you need to sign up and obtain API credentials. This will grant you access to the Symbol AI platform and allow you to integrate its capabilities into your applications. Once you have the credentials, you can use the provided Postman collection to Interact with Symbol AI's APIs. The collection includes APIs for text processing, speech-to-text conversion, sentiment analysis, topic extraction, and more. By leveraging these APIs, developers can harness the power of Symbol AI to build intelligent conversational applications.
Symbol AI Features
Symbol AI offers a comprehensive set of features to enhance conversational intelligence. One of the key features is the use of trackers, which enable developers to track the occurrence of specific keywords or phrases in a conversation. This can be useful for monitoring emerging trends and understanding the nature of interactions. Symbol AI also provides deep conversation insights, such as speaker interaction analysis, sentiment analysis, and personalized intents. These insights allow developers to gain a deeper understanding of conversations and extract valuable information.
Another powerful feature of Symbol AI is its speech recognition and transcription capabilities. By leveraging advanced machine learning models, Symbol AI can convert speech into accurate transcriptions in real time. This enables developers to capture and analyze conversations, extract key information, and automate processes based on the content of the conversations. Symbol AI's transcription feature supports multiple languages and accents, ensuring accurate and reliable results.
Symbol AI also offers summarization and abstract topic extraction capabilities. These features allow developers to summarize long conversations, extract key topics, and gain a holistic understanding of the content. By providing concise summaries and topic insights, Symbol AI enables users to quickly grasp the essence of the conversations and make informed decisions.
Websockets Demo
Symbol AI's websockets feature enables real-time conversation analysis and interaction. By leveraging websockets, developers can capture, analyze, and respond to conversations in real time. This opens up exciting possibilities for Live Chat applications, collaboration tools, and interactive voice and video experiences. Symbol AI's websockets demo showcases the power of real-time conversation intelligence and demonstrates how developers can harness this capability to build engaging and dynamic applications.
Comparison to YouTube Captions
While YouTube captions provide basic transcription functionality, Symbol AI goes beyond simple transcription. Symbol AI offers a comprehensive suite of tools and capabilities for conversation intelligence. While transcriptions play a part in Symbol AI's offering, the platform also provides sentiment analysis, topic extraction, personalized intents, and much more. This enables developers to gain deeper insights into conversations and Create more engaging and personalized experiences for users.
Supported Languages and Accents
Symbol AI supports a wide range of languages, allowing developers to build conversational applications that cater to global audiences. The platform can handle various accents within supported languages, ensuring accurate and reliable results. Developers can leverage Symbol AI's language support to create multilingual applications and reach users across different regions.
Data Storage and Security
Data security is a top priority for Symbol AI. All data processed by Symbol AI is securely stored on the Google Cloud Platform (GCP), leveraging industry-standard security practices. Personal information and sensitive data are encrypted to ensure confidentiality and privacy. Symbol AI follows strict data access protocols, ensuring that user data remains protected at all times. Developers can trust Symbol AI with their data and build applications with confidence.
Conclusion
Symbol AI's Conversation Intelligence Platform offers a powerful set of tools and capabilities for analyzing and extracting intelligence from conversations. By leveraging Symbol AI, developers can enhance the conversational experience, automate processes, and gain valuable insights in real time. Whether it's voice, video, or text-based applications, Symbol AI provides the foundation for building intelligent and engaging conversational experiences. Explore Symbol AI's features, experiment with its APIs and SDKs, and unlock the potential of conversation intelligence in your projects.
Twitter Giveaway and Resources
Don't miss the Symbol AI Twitter giveaway! Share your workshop experience on Twitter using the hashtag #BuildWithSymbol, and you could win Symbol AI swag and Amazon gift cards. Take your learnings from the workshop and Apply them to real-world projects. Symbol AI provides extensive documentation, code samples, and support channels to help you get started. Check out their GitHub repositories, explore the various APIs, and join the Symbol AI community to stay connected with fellow developers and enthusiasts.