AWS Machine Learning - AI

SEPTEMBER 24, 2024

To address this challenge, the contact center team at DoorDash wanted to harness the power of generative AI to deploy a solution quickly, and at scale, while maintaining their high standards for issue resolution and customer satisfaction. Everything you need is also provided as open source in our GitHub repo.

Knowledge Base 58

Knowledge Base Generative AI Artificial Inteligence Lambda 58

Perficient

FEBRUARY 13, 2024

It was developed by the creators of Apache Spark, an open-source big data processing framework. Dolly is an open-source Large Language Model (LLM) that generates text and follows natural language instructions. to automate the generation of test cases for their data pipelines. What is Dolly?

Artificial Inteligence 52

Artificial Inteligence Analytics Machine Learning Testing 52

AWS Machine Learning - AI

JULY 10, 2024

Now that you understand the concepts for semantic and hierarchical chunking, in case you want to have more flexibility, you can use a Lambda function for adding custom processing logic to chunks such as metadata processing or defining your custom logic for chunking. Make sure to create the Lambda layer for the specific open source framework.

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Knowledge Base Artificial Inteligence Lambda Applications 114

AWS Machine Learning - AI

FEBRUARY 19, 2024

The integration of retrieval and generation also requires additional engineering effort and computational resources. Some open source libraries provide wrappers to reduce this overhead; however, changes to libraries can introduce errors and add additional overhead of versioning. Navigate to the lambdalayer folder.

Knowledge Base 102

Knowledge Base Artificial Inteligence Applications Lambda 102

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 Lambda Performance Artificial Inteligence 110

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. Hugging Face is an open-source machine learning (ML) platform that provides tools and resources for the development of AI projects.

Artificial Inteligence 110

Artificial Inteligence Meeting Generative AI AWS 110

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.

Artificial Inteligence 113

Artificial Inteligence Lambda Knowledge Base IoT 113

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). AWS CDK is an open source software development framework to model and provision your cloud application resources using familiar programming languages.

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AWS Machine Learning - AI

JULY 2, 2024

When the doctor interacts with the Streamlit frontend, it sends a request to an AWS Lambda function, which acts as the application backend. Before querying the knowledge base, the Lambda function retrieves data from the DynamoDB database, which stores doctor-patient associations.

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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.

Artificial Inteligence 106

Artificial Inteligence Analytics Knowledge Base Lambda 106

Altexsoft

OCTOBER 26, 2023

Natural language processing (NLP) is a branch of AI that provides machines with the capability to comprehend human language. It harnesses linguistic principles, statistics, and machine learning algorithms to interpret spoken or written language, going beyond literal interpretations to capture context nuances.

Software Review 52

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AWS Machine Learning - AI

DECEMBER 22, 2023

We start off with a baseline foundation model from SageMaker JumpStart and evaluate it with TruLens , an open source library for evaluating and tracking large language model (LLM) apps. In development, you can use open source TruLens to quickly evaluate, debug, and iterate on your LLM apps in your environment.

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Artificial Inteligence Training Metrics Off-The-Shelf 98