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AI News Weekly - Issue #363: 20 Best AI Chatbots in 2024 - Dec 14th 2023

AI Weekly

These chatbots are powered by large language models (LLMs) that can generate human-quality text, translate languages, write creative content, and provide informative answers to your questions. Many of the services only work on women. cnet.com The limitations of being human got you down?

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This AI understands doctor’s notes: Truveta’s new model finds meaning in messy healthcare data

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The model accomplishes these tasks with greater than 90% accuracy, the company says. The Seattle-area healthcare technology startup introduced the Truveta Language Model in a recent preprint publication , and gave more background this week in a white paper and blog post. The company also updates its datasets daily.

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Meet the Seattle-area startups that just graduated from Y Combinator

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The companies include: Talc AI, a service for assessing large language models. Talc Photo) Co-founders: Matt Lee and Max Kerr Explain what your startup does in two sentences: We provide end-to-end evaluation of large language model apps. Watto AI, an AI program that generates consulting reports.

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Accelerate migration portfolio assessment using Amazon Bedrock

AWS Machine Learning Blog

Your knowledge base should comprise multiple data sources, including: Responses for an application discovery questionnaire ( See example ) Output from the configuration management database (CMDB) or AWS Application Discovery Agent data ( See example ) Best practices and white-papers on migration to AWS (for example, Migration Lens – AWS Well-Architected (..)

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Discover insights from Amazon S3 with Amazon Q S3 connector 

AWS Machine Learning Blog

Next you need to index the data to make it available for a Retrieval Augmented Generation (RAG) approach where relevant passages are delivered with high accuracy to a large language model (LLM). Each document type has a separate folder: blogs, case-studies, analyst reports, user guides, and white papers.

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Embedding secure generative AI in mission-critical public safety applications

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Importantly, our AI assistant’s responses are limited to authorized data sources only, not drawing from general Large Language Model (LLM) knowledge. He has been featured in various news publications, authored multiple security-focused white papers, and is a frequent speaker at industry events.