Crunchbase News

MARCH 5, 2024

The near doubling in valuation in just two months is the latest example of the unwavering belief investors have in seemingly all things AI — regardless of the valuation. Just last month, San Jose, California-based AI cloud computing startup Lambda raised a $320 million Series C at a $1.5

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Crunchbase News

FEBRUARY 22, 2024

Aside from the Moonshot AI raise — the first $1 billion AI round of the year — other large rounds in the last week-plus include: San Jose, California-based Lambda raised a $320 million Series C at a $1.5 Doctors have a limited amount of time, and several startups seem determined to use AI to free up more of that time.

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CIO

NOVEMBER 2, 2023

And that is where many CIOs find themselves today: tackling cloud cost issues more skillfully just as disruptive forces such as generative AI are set to ensure those costs will exponentially escalate, CIOs predict. There’s just not enough experience there to know what the ultimate costs for gen AI are,” says ADP’s Nagrath.

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AWS Machine Learning - AI

MARCH 15, 2024

Fortunately, with the advent of generative AI and large language models (LLMs) , it’s now possible to create automated systems that can handle natural language efficiently, and with an accelerated on-ramping timeline. This can be done with a Lambda layer or by using a specific AMI with the required libraries. awscli>=1.29.57

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Crunchbase News

MARCH 19, 2024

To say investors seem bullish on AI may be the understatement of the decade, as venture funding in the space topped $50 billion last year and is again going full bore with huge rounds for the likes of Figure and Lambda. Most investors — especially those focused on generative AI — likely are not concentrating on an exit quite yet.

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AWS Machine Learning - AI

MAY 14, 2024

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. An important aspect of developing effective generative AI application is Reinforcement Learning from Human Feedback (RLHF).

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AWS Machine Learning - AI

FEBRUARY 26, 2024

In this post, we demonstrate a few metrics for online LLM monitoring and their respective architecture for scale using AWS services such as Amazon CloudWatch and AWS Lambda. The file saved on Amazon S3 creates an event that triggers a Lambda function. The function invokes the modules.

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TechCrunch

MARCH 4, 2023

As a refresher, ChatGPT is the free text-generating AI that can write human-like code, emails, essays and more.) Becoming human: A startup, Figure , emerged from stealth this week promising a general-purpose bipedal humanoid robot. Snap, Quizlet, Instacart and Shopify are among the early adopters.

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AWS Machine Learning - AI

DECEMBER 22, 2023

Generative AI agents are capable of producing human-like responses and engaging in natural language conversations by orchestrating a chain of calls to foundation models (FMs) and other augmenting tools based on user input. In this post, we demonstrate how to build a generative AI financial services agent powered by Amazon Bedrock.

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AWS Machine Learning - AI

MAY 15, 2024

To help advertisers more seamlessly address this challenge, Amazon Ads rolled out an image generation capability that quickly and easily develops lifestyle imagery, which helps advertisers bring their brand stories to life. Regarding the inference, customers using Amazon Ads now have a new API to receive these generated images.

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Crunchbase News

MARCH 5, 2024

The company is developing AI-enhanced robots that it hopes will be able to perform dangerous jobs and alleviate labor shortages. Lambda , $320M, artificial intelligence: Lambda hit unicorn status after a $320 million Series C at a $1.5 Founded in 2022, the company has raised $754 million, per Crunchbase. billion valuation.

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AWS Machine Learning - AI

MARCH 14, 2024

Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval.

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AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. The Lambda wrapper function searches for similar questions in OpenSearch Service.

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AWS Machine Learning - AI

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs).

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AWS Machine Learning - AI

APRIL 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon with a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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AWS Machine Learning - AI

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. These agents excel at automating a wide range of routine and repetitive tasks, such as data entry, customer support inquiries, and content generation. The schema allows the agent to reason around the function of each API.

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AWS Machine Learning - AI

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. These applications are a focus point for our generative AI efforts.

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AWS Machine Learning - AI

FEBRUARY 19, 2024

This architecture includes the following steps: A user interacts with the Streamlit chatbot interface and submits a query in natural language This triggers a Lambda function, which invokes the Knowledge Bases RetrieveAndGenerate API. You will use this Lambda layer code later to create the Lambda function.

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AWS Machine Learning - AI

NOVEMBER 24, 2023

This is where Amazon Bedrock with its generative AI capabilities steps in to reshape the game. In this post, we dive into how Amazon Bedrock is transforming the product description generation process, empowering e-retailers to efficiently scale their businesses while conserving valuable time and resources.

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AWS Machine Learning - AI

APRIL 24, 2024

Conversational artificial intelligence (AI) assistants are engineered to provide precise, real-time responses through intelligent routing of queries to the most suitable AI functions. With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests.

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AWS Machine Learning - AI

NOVEMBER 22, 2023

Generative AI can automate these tasks through autonomous agents. Swagata Prateek is a Senior Software Engineer working in Amazon Location Service at Amazon Web Services (AWS) where he focuses on Generative AI and geospatial.

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AWS Machine Learning - AI

MAY 7, 2024

If you prefer to generate post call recording summaries with Amazon Bedrock rather than Amazon SageMaker, checkout this Bedrock sample solution. Every time a new recording is uploaded to this folder, an AWS Lambda Transcribe function is invoked and initiates an Amazon Transcribe job that converts the meeting recording into text.

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AWS Machine Learning - AI

MAY 22, 2024

With the advancement of Generative AI , we can use vision-language models (VLMs) to predict product attributes directly from images. You can use a managed service, such as Amazon Rekognition , to predict product attributes as explained in Automating product description generation with Amazon Bedrock.

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AWS Machine Learning - AI

FEBRUARY 9, 2024

Enterprises are seeking to quickly unlock the potential of generative AI by providing access to foundation models (FMs) to different lines of business (LOBs). After the Amazon Bedrock invocation, Amazon CloudTrail generates a CloudTrail event. steps – The steps requested (for Stability AI models).

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Dzone - DevOps

NOVEMBER 3, 2023

This tutorial will walk you through how to use AWS CDK to deploy a Serverless image generation application implemented using AWS Lambda and Amazon Bedrock , which is a fully managed service that makes base models from Amazon and third-party model providers (such as Anthropic, Cohere, and more) accessible through an API.

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AWS Machine Learning - AI

MARCH 27, 2024

This blog post discusses how BMC Software added AWS Generative AI capabilities to its product BMC AMI zAdviser Enterprise. These additional data points can provide deeper insight into the development KPIs, including the DORA metrics, and may be used in future generative AI efforts with Amazon Bedrock.

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AWS Machine Learning - AI

APRIL 8, 2024

tools = [ Tool( name="Pressrelease", func=lambda q: str(index.as_query_engine().query(q)), You start by defining your tool from the LangChain agent class. The function that you pass on to your tool queries the index you built over your documents using LlamaIndex.

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Perficient

FEBRUARY 13, 2024

print(res[0]["generated_text"]) Now to generate test cases… df = spark.read.format('csv').option("inferSchema",True).option("header",True).load('dbfs:/FileStore/scratch/insurance.csv') rdd.flatMap(lambda x: x).collect() option("inferSchema",True).option("header",True).load('dbfs:/FileStore/scratch/insurance.csv') option("header",True).load('dbfs:/FileStore/scratch/insurance.csv')

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AWS Machine Learning - AI

APRIL 11, 2024

An Amazon S3 object notification event invokes the embedding AWS Lambda function. The Lambda function reads the document image and translates the image into embeddings by calling Amazon Bedrock and using the Amazon Titan Multimodal Embeddings model. The classification Lambda function receives the Amazon S3 object notification.

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AWS Machine Learning - AI

DECEMBER 6, 2023

Conversational AI has come a long way in recent years thanks to the rapid developments in generative AI, especially the performance improvements of large language models (LLMs) introduced by training techniques such as instruction fine-tuning and reinforcement learning from human feedback.

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Crunchbase News

APRIL 4, 2024

This column is a look back at the week that was in AI. Microsoft recently made waves when it was revealed it would lure two co-founders of generative AI startup Inflection AI away from the company, hire most of its 70-person staff, and license its technology. Read the previous one here. billion valuation.

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Altexsoft

OCTOBER 26, 2023

AI coding tools utilize deep learning models trained on extensive datasets of source code, often derived from open-source projects. Generative AI is, in turn, a subset of deep learning. If you want more details, read our article about generative AI models or watch a video, explaining their value to business.

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AWS Machine Learning - AI

NOVEMBER 30, 2023

The Lambda function then inserts the image object metadata and celebrity names if present, and the embedding as a k-NN vector into an OpenSearch Service index. Another Lambda function calls Amazon Comprehend to detect any names in the text as potential celebrities. You submit an article or some text using the UI.

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AWS Machine Learning - AI

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding.

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AWS Machine Learning - AI

DECEMBER 22, 2023

summarization_dataset = dolly_dataset.filter(lambda example: example["category"] == "summarization") summarization_dataset = summarization_dataset.remove_columns("category") # We split the dataset into two where test data is used to evaluate at the end. Vivek Gangasani is a AI/ML Startup Solutions Architect for Generative AI startups at AWS.

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Crunchbase News

APRIL 8, 2024

The totals got a boost from some extra-large financings for a handful of companies, including: San Francisco-based Generate Capital , a green infrastructure investor and operator, secured $1.5 IPOs The IPO market, which has been very sluggish for months, picked up in March with the much-anticipated debuts of Reddit and Astera Labs.

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CIO

MARCH 6, 2023

Shutterstock’s current focus, for instance, is generative AI — considered by many to be a bleeding-edge application. For Shutterstock, the benefits of AI have been immediately apparent. And generative AI has helped reduce the time required to prepare custom images for customers.

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