AWS Machine Learning

MAY 1, 2024

Numerous customers face challenges in managing diverse data sources and seek a chatbot solution capable of orchestrating these sources to offer comprehensive answers. This post presents a solution for developing a chatbot capable of answering queries from both documentation and databases, with straightforward deployment.

Chatbots 101

Chatbots APIs Engineering Automotive 101

AWS Machine Learning

AUGUST 1, 2023

Amazon SageMaker , a fully managed ML service, provides an ideal platform for hosting and implementing various AI/ML-based summarization models and approaches. Furthermore, proprietary models typically come with user-friendly APIs and SDKs, streamlining the integration process with your existing systems and applications.

Healthcare 74

Healthcare APIs Scripts Engineering 74

AWS Machine Learning

SEPTEMBER 1, 2023

Main use cases are around human-like chatbots, summarization, or other content creation such as programming code. In this scenario, the generative AI application, designed by the consumer, must interact with the fine-tuner backend via APIs to deliver this functionality to the end-users. 15K available FM reference Step 1.

Engineering 105

Engineering Accountability Construction APIs 105

AWS Machine Learning

DECEMBER 6, 2023

Enterprises turn to Retrieval Augmented Generation (RAG) as a mainstream approach to building Q&A chatbots. The aggregate of this data is used to generate financial reports, set investor relations goals, and manage communication with existing and potential investors. This post is co-written with Stanislav Yeshchenko from Q4 Inc.

Chatbots 100

Chatbots APIs Engineering CRM 100

AWS Machine Learning

DECEMBER 6, 2023

Another driver behind RAG’s popularity is its ease of implementation and the existence of mature vector search solutions, such as those offered by Amazon Kendra (see Amazon Kendra launches Retrieval API ) and Amazon OpenSearch Service (see k-Nearest Neighbor (k-NN) search in Amazon OpenSearch Service ), among others.

Analytics 104

Analytics APIs Engineering Construction 104

SmartKarrot

SEPTEMBER 25, 2020

While Shopify delivers a digital platform to be used by businesses, it relies on a SaaS model to construct this relationship with the customers. The largest Apple IT Management community, Jamf, recently hit the public market in July 2020. Transforming the talent management sector, Paycom is a successful SaaS implementation.

SaaS 8

SaaS APIs Analytics Enterprise 8

SmartKarrot

SEPTEMBER 25, 2020

While Shopify delivers a digital platform to be used by businesses, it relies on a SaaS model to construct this relationship with the customers. The largest Apple IT Management community, Jamf, recently hit the public market in July 2020. Transforming the talent management sector, Paycom is a successful SaaS implementation.

SaaS 8

SaaS APIs Analytics Enterprise 8

JustCall

AUGUST 12, 2022

With CPaaS, organizations can partake in specialized strategies in their business communication systems such as adding video, upgrading voice, or utilizing APIs that permit customization. CPaaS helps organizations to make and construct their very own communication arrangement by adapting their existing devices. Meaning of CCaaS.

APIs 52

APIs Contact center software Contact Center Enterprise 52

AWS Machine Learning

MARCH 28, 2024

Solution overview In this post, we demonstrate the use of Mixtral-8x7B Instruct text generation combined with the BGE Large En embedding model to efficiently construct a RAG QnA system on an Amazon SageMaker notebook using the parent document retriever tool and contextual compression technique. We use an ml.t3.medium

Telecommunications 114

Telecommunications Healthcare Transportation Accountability 114

TechSee

JUNE 9, 2022

The “Video Support Service” provided by Terilogy and KDDI Evolva has already been introduced to technical support centers (call centers) of Japanese companies, and has a proven track record in operation design and management. of Israel (CEO & CO-Founder: Eitan Cohen, Head Office: Herzelia, Israel). *2. About Terilogy Co.,

Telecommunications 109

Telecommunications Construction Contact Center Technical Support 109

AWS Machine Learning

MAY 4, 2023

We use the GPT4ALL-J , a fine-tuned GPT-J 7B model that provides a chatbot style interaction. The Neuron runtime consists of kernel driver and C/C++ libraries, which provide APIs to access AWS Inferentia and Trainium Neuron devices. These endpoints are fully managed and support auto scaling.

APIs 77

APIs Scripts Engineering Chatbots 77

AWS Machine Learning

JANUARY 19, 2024

Another example might be a healthcare provider who uses PLM inference endpoints for clinical document classification, named entity recognition from medical reports, medical chatbots, and patient risk stratification. For Manage quotas , choose Amazon SageMaker , then choose View quotas. Choose Request increase at account-level.

Metrics 99

Metrics Scripts Benchmark Enterprise 99

AWS Machine Learning

APRIL 18, 2023

Although these SEC filings are publicly available to anyone, downloading parsed filings and constructing a clean dataset with added features is a time-consuming exercise. We make this possible in a few API calls in the JumpStart Industry SDK. He focuses on helping customers design, deploy, and manage ML workloads at scale.

Finance 66

Finance Scripts APIs Sales 66

AWS Machine Learning

APRIL 18, 2023

Although these SEC filings are publicly available to anyone, downloading parsed filings and constructing a clean dataset with added features is a time-consuming exercise. We make this possible in a few API calls in the JumpStart Industry SDK. He focuses on helping customers design, deploy, and manage ML workloads at scale.

Finance 52

Finance Scripts APIs Sales 52

AWS Machine Learning

MARCH 19, 2024

Workers gain productivity through AI-generated insights, engineers can proactively detect anomalies, supply chain managers optimize inventories, and plant leadership makes informed, data-driven decisions. To enhance code generation accuracy, we propose dynamically constructing multi-shot prompts for NLQs.

Construction 118

Construction Scripts APIs Enterprise 118

AWS Machine Learning

NOVEMBER 1, 2023

However, like other nascent technologies, obstacles remain in managing model intricacy, harmonizing diverse modalities, and formulating uniform evaluation metrics. The TGI framework underpins the model inference layer, providing RESTful APIs for robust integration and effortless accessibility.

APIs 94

APIs Engineering Construction Scripts 94