This solution identifies the various aspects from online product reviews for dishwashers. The following 12 aspects are identified: Price, Longevity, Installation, Service and Maintenance, Cleaning, Design, Build Quality/Material, Size and Dimensions, Noise, Dish Material/Type, Efficiency and Water...
Model Package - Fulfilled on Amazon SageMaker
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Embedding models, a crucial building block for retrieval systems, semantic search, and retrieval-augmented generation (RAG), are neural networks that convert documents into numerical vectors. voyage-large-2-instruct is a cutting-edge embedding model designed for general semantic retrieval tasks,...
Model Package - Fulfilled on Amazon SageMaker
Starting from $0.10/hr or from $899.00/yr (1% savings) for software + AWS usage fees
Zephyr 7B-Beta is a 7 billion parameter GPT-like model. It is licensed under the MIT license and is fine-tuned from the Mistral-7B-v0.1 model. The model was trained using a technique called Direct Preference Optimization (DPO), which has proven to be effective in enhancing the performance of...
Linux/Unix, Ubuntu 22.04 - 64-bit Amazon Machine Image (AMI)
This is a Natural Language Processing (NLP) based text classification solution that helps identify whether a given consumer complaint requires monetary compensation based on the complaint narrative. A complaint is classified as either requiring monetary relief or if it can be resolved through...
Model Package - Fulfilled on Amazon SageMaker
A high frequency of issues can generate an overwhelming number of tickets and incorrect delegation to teams to handle them. This leads to a spike in MTTR (mean time taken to resolve) and a dip in FCR (First Call Resolution). The solution mitigates these issues by training a multi-factor ML model...
Algorithm - Fulfilled on Amazon SageMaker
Nuclia RAG-as-a-service automatically indexes unstructured data from internal and external sources, creating a centralized knowledge repository providing AI Search and Generative answers on top of unstrucutred data and fuel diverse AI applications across the organization. Utilize Nuclia s...
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mAdvisor is an AutoML platform that translates data from enterprise systems into meaningful insights & predictions in the form of narratives without any manual intervention. AutoML gives users the power of cognitive technologies like machine learning, machine reasoning, deep learning, natural...
Algorithm - Fulfilled on Amazon SageMaker
This is a Extractive Question Answering model built upon a Text Embedding model from [PyTorch Hub](https://pytorch.org/hub/huggingface_pytorch-transformers/). It takes as input a pair of question-context strings, and returns a sub-string from the context as a answer to the question. The Text...
Model Package - Fulfilled on Amazon SageMaker
Amazon Connect Integration with Sobot provides Voice Outbound, Voice Inbound and other interactions can be automated as per user case (subject to discovery). With this integration, agents can make and transfer calls directly from the Amazon Connect the phone bar, allowing for more efficient...
This is a Sentence Pair Classification model built upon a Text Embedding model from [Hugging Face](https://huggingface.co/bert-large-cased-whole-word-masking). It takes a pair of sentences as input and classifies the input pair to 'entailment' or 'no-entailment'. The class label entailment implies...
Model Package - Fulfilled on Amazon SageMaker
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