Remove Generative AI Remove Lambda Remove Machine Learning Remove Open Source
article thumbnail

Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning - AI

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

article thumbnail

OpenAI launches an API for ChatGPT, a startup attempts a humanoid robot, and Salesforce turns it around

TechCrunch

Experts across climate, mobility, fintech, AI and machine learning, enterprise, privacy and security, and hardware and robotics will be in attendance and will have fascinating insights to share. As a refresher, ChatGPT is the free text-generating AI that can write human-like code, emails, essays and more.)

ChatGPT 257
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Build generative AI agents with Amazon Bedrock, Amazon DynamoDB, Amazon Kendra, Amazon Lex, and LangChain

AWS Machine Learning - AI

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.

article thumbnail

Exploring Databricks Dolly 2.0

Perficient

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?

article thumbnail

Boost employee productivity with automated meeting summaries using Amazon Transcribe, Amazon SageMaker, and LLMs from Hugging Face

AWS Machine Learning - AI

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.

article thumbnail

Build a contextual chatbot application using Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

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.

article thumbnail

Enhance conversational AI with advanced routing techniques with Amazon Bedrock

AWS Machine Learning - AI

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.