AWS Machine Learning Blog

AUGUST 30, 2023

Powered by Amazon Lex , the QnABot on AWS solution is an open-source, multi-channel, multi-language conversational chatbot. For example, when asked “What is Amazon Lex?”, The following is an example chat history: Human: What is Amazon Lex? Now, try to ask questions related to AWS services, for example: What is Amazon Lex?

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Flipboard

AUGUST 16, 2023

Fintech, Web3, and artificial intelligence are one economic whole, and our ability to grow each relies on their deep synthesis, says Lex Sokolin, founder of Web3 investment fund Generative Ventures.

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Flipboard

MAY 7, 2023

Google Docs’ AI is handy to have AI text generation and editing inside Docs, but it’s not yet nearly as powerful or useful as alternatives like ChatGPT or Lex. This article is republished with permission from Wonder Tools, a newsletter that helps you discover the most useful sites and apps. …

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Hacker News

MAY 2, 2023

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AWS Machine Learning Blog

DECEMBER 22, 2023

Amazon Lex supplies the natural language understanding (NLU) and natural language processing (NLP) interface for the open source LangChain conversational agent embedded within an AWS Amplify website. The web channel includes an Amplify hosted website with an Amazon Lex embedded chatbot for a fictitious customer.

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Dataversity

JUNE 29, 2021

Click to learn more about author Lex Boost. Last year saw the rapid acceleration of the remote work trend. Many companies had to adapt to their workforce no longer being in one centralized location: the office. The transition to remote work may have been challenging at first, but by now most companies have settled into […].

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Dataversity

DECEMBER 9, 2020

Click to learn more about author Lex Boost. As we enter the last quarter of 2020 and begin the inevitable Q4 reflection period, the enormity of the changes 2020 ushered in is difficult to ignore: Most workforces are now remote and many day-to-day activities are reliant on digital technology. A recent study showed a 97 […].

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AWS Machine Learning Blog

MARCH 15, 2024

In addition to Amazon Bedrock, you can use other AWS services like Amazon SageMaker JumpStart and Amazon Lex to create fully automated and easily adaptable generative AI order processing agents. In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda.

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AWS Machine Learning Blog

APRIL 18, 2024

LMA is powered by Amazon Lex , Knowledge Bases for Amazon Bedrock, and Amazon Bedrock LLMs using the open source QnABot on AWS solution for answers based on FAQs and as an orchestrator for request routing to the appropriate AI service. The Call Event Processor integrates with the meeting assist services.

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AWS Machine Learning Blog

JANUARY 6, 2023

Amazon Lex is an AWS service for building conversational interfaces into any application using voice and text, enabling businesses to add sophisticated, natural language chatbots across different channels. Amazon Lex uses machine learning (ML) to understand natural language (normal conversational text and speech).

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Towards AI

AUGUST 6, 2023

Podcasts Lex Fridman Podcast: As Lex says: “Conversations about nature of intelligence, consciousness, love, and power”. This channel reminds me of my undergrad days (*nostalgic*) when I used to follow youtube tutorials for hobby projects. My tops ones are this and this.

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Mlearning.ai

JANUARY 27, 2023

S094: Computer Vision by Lex Fridman ☆ CNN Architectures by Michigan online ☆ Tensorflow Object Detection by Nicholas Renotte ☆ Detection and Segmentation by Stanford ☆ CNN by Andrej Karpathy (2016) ☆ CNN by Stanford University School of Engineering (2017) ☆ Introduction to Deep Learning and Self-Driving Cars by Lex Fridman [MIT 6.S094]

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AWS Machine Learning Blog

SEPTEMBER 28, 2023

Amazon Lex understands the intent and directs the request to the orchestrator hosted in an AWS Lambda function. Each request/response interaction is facilitated by the AWS SDK and sends network traffic to Amazon Lex (the NLP component of the bot). Metadata about the request/response pairings are logged to Amazon CloudWatch.

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Dataconomy

SEPTEMBER 26, 2023

Some of the episodes currently available in Spanish include: Lex Fridman Podcast – “Interview with Yuval Noah Harari” Armchair Expert – “Kristen Bell, by the grace of god, returns” The Diary of a CEO with Steven Bartlett – “Interview with Dr. In the coming days, French and German episodes will also be added to this impressive repertoire.

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AWS Machine Learning Blog

JULY 18, 2023

This blog post explores an innovative solution to build a question and answer chatbot in Amazon Lex that uses existing FAQs from your website. The following diagram shows how the ingestion process and the Amazon Lex bot work together for our solution. In the solution workflow, the website with FAQs is ingested via AWS Lambda.

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AWS Machine Learning Blog

JUNE 7, 2023

Amazon Lex is excited to announce Test Workbench, a new bot testing solution that provides tools to simplify and automate the bot testing process. Amazon Lex is a fully managed service for building conversational voice and text interfaces. Choose Create.

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DataRobot

AUGUST 3, 2021

He also was the Executive Director of Stanford IP Litigation Clearinghouse, later known as Lex Machina , a legal analytics firm that now is part of LexisNexis. That is what led Joshua to found Lex Machina in 2008. But today, he says: “You cannot not use data if you are going to be competitive as a litigator.”.

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AWS Machine Learning Blog

FEBRUARY 6, 2024

QnABot on AWS is an open source solution built using AWS native services like Amazon Lex , Amazon OpenSearch Service , AWS Lambda , Amazon Transcribe , and Amazon Polly. When QnABot users ask questions prompting ServiceNow integration, Amazon Lex fetches the questions and requests the user to provide a description of the issue.

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Flipboard

NOVEMBER 17, 2023

Amazon Lex is a conversational interface that helps businesses create chatbots and voice bots that engage in natural, lifelike interactions. By integrating Amazon Lex with generative AI, businesses can create a holistic ecosystem where user input seamlessly transitions into coherent and contextually relevant responses.

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Pickl AI

NOVEMBER 3, 2023

Lex Fridman Category: AI and Autonomous Systems Subscribers: 3.32 million Link to The Channel: [link] Lex Fridman’s channel is renowned for his captivating interviews with thought leaders in the AI and autonomous systems space. Machine Learning TV Category: Machine Learning Tutorials Subscribers: 34.5K

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AssemblyAI

DECEMBER 14, 2022

Let's take a look at a specific example, using a clip (starting at about 8:30) from this Lex Fridman podcast with Yann LeCun. Lex Fridman Podcast 0:00 / 1:27 1× v8 Transcript Obviously, we're missing something.

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Towards AI

JULY 21, 2023

Where is Lex Fridman (and his dark suit)? What about sparse networks? Why do so many AI projects fail? Deep learning and semantic parsing, do we still care about information extraction? Are transformers the holy grail? Where are those commonsense reasoning demos? So… where are we…. Go big and get into the NSA… start here ?

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AWS Machine Learning Blog

NOVEMBER 13, 2023

Solution overview To demonstrate our solution, we have set up an Amazon Kendra index (composed of the AWS online documentation for Amazon Kendra , Amazon Lex , and Amazon SageMaker ), a LangChain agent with an Amazon Bedrock LLM, and a straightforward Streamlit user interface.

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Smart Data Collective

FEBRUARY 20, 2022

The Amazon AI suite includes the following examples of tools: Amazon Lex for voice and text chatbot technology; Amazon Polly for text-to-speech translation; Amazon Rekognition for image and facial analysis. AWS also offers a variety of AI model development and delivery platforms , as well as packaged AI-based applications.

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AWS Machine Learning Blog

MAY 3, 2023

This template includes sample data containing AWS online documentation for Amazon Kendra, Amazon Lex , and Amazon SageMaker. You can enter a query, which in this case is “What is Amazon Lex?” An Amazon Lex chatbot is used to interact with the user via the Amazon Lex web UI. The LLM is hosted on a SageMaker endpoint.

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AWS Machine Learning Blog

JULY 5, 2023

For example, Amazon Lex and Amazon Polly can be combined to create a chatbot that engages in a two-way conversation with a user and performs certain tasks based on the user’s commands. This service can be used by chatbots, audio books, and other text-to-speech applications in conjunction with other AWS AI or machine learning (ML) services.

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Applied Data Science

OCTOBER 25, 2021

The Lex Fridman Podcast features conversations with amazing researchers in the field of AI and beyond. Beyond mastering current tools and solving real-world problems, we want to gauge the story behind the ideas and techniques. Podcasts are a great way to get the pulse of the current culture.

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AWS Machine Learning Blog

JANUARY 5, 2024

He has good experience in building BYOM solution for custom algorithm in SageMaker, end to end ETL pipeline deployment, building chatbots using Lex, Cross account QuickSight resource sharing and building CloudFormation templates for deployments. Ajay Vishwakarma is an ML engineer for the AWS wing of Wipro’s AI solution practice.

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AssemblyAI

AUGUST 15, 2023

Automatic summarization of a video with Python We’ll summarize this episode of the Lex Fridman podcast in which Lex speaks with Guido Van Rossum, the creator of Python. Instead, store your API key in a.env file and use a package like python-dotenv to import it into the script. Do not check the.env file into source control.

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AWS Machine Learning Blog

JULY 18, 2023

Amazon Lex is a service that allows you to quickly and easily build conversational bots (“chatbots”), virtual agents, and interactive voice response (IVR) systems for applications such as Amazon Connect. First, by creating intents, sample utterances, and responses, thereby covering all anticipated user questions within an Amazon Lex bot.

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AWS Machine Learning Blog

NOVEMBER 26, 2023

In this post, we talk about how generative AI is changing the conversational AI industry by providing new customer and bot builder experiences, and the new features in Amazon Lex that take advantage of these advances. The new descriptive bot building feature in Amazon Lex uses generative AI to accelerate the bot building process.

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AWS Machine Learning Blog

MAY 25, 2023

Amazon Lex provides the framework for building AI based chatbots. One of the most common applications of generative AI and large language models (LLMs) in an enterprise environment is answering questions based on the enterprise’s knowledge corpus.

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AWS Machine Learning Blog

SEPTEMBER 15, 2023

The agent can subsequently be integrated with Amazon Lex and used as a chatbot inside websites or AWS Connect. This agent can be tested a standalone service that integrates with any UI over HTTP, which can be done easily with Amazon Lex. We conclude the post with items to consider before deploying LLM agents to production.

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DataCentric podcast

MARCH 9, 2020

Links: Dell Technologies Earnings Presentation HPE Earnings Presentation Vmware Earnings Presentation HPE/Cray & AMD win DOE's El Capitan Supercomputer Bid Inside Ampere's Altra 80-core ARM part (from servethehome.com) Intel's Jim Keller reads "mean tweets" Jim Keller video podcast with Lex Fridmen (youtube)

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Towards AI

JULY 21, 2023

In case you are feeling adventurous: The truth is out there for Lex Fridman, who out of left field, interviewed Cmdr. Won Ik Cho, Gayatri Venugopal, Moin Nadeem Himanshu Chaudhary, Vincent Wu, Prafull Sharma, Yeshwanth Reddy & Manu Romero!

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AWS Machine Learning Blog

NOVEMBER 29, 2023

AWS offers copyright indemnity coverage for outputs of the following Amazon generative AI services: Amazon Titan Text Express, Amazon Titan Text Lite, Amazon Titan Embeddings, Amazon Titan Multimodal Embeddings, Amazon CodeWhisperer Professional, AWS HealthScribe , Amazon Lex , and Amazon Personalize. of the Service Terms ).

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Towards AI

JULY 19, 2023

In case you are feeling adventurous: The truth is out there for Lex Fridman, who out of left field, interviewed Cmdr. Won Ik Cho, Gayatri Venugopal, Moin Nadeem Himanshu Chaudhary, Vincent Wu, Prafull Sharma, Yeshwanth Reddy & Manu Romero!

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