FAANG

Improve AI assistant response accuracy using Knowledge Bases for Amazon Bedrock and a reranking model

AI chatbots and virtual assistants have become increasingly popular in recent years thanks the breakthroughs of large language models (LLMs).…

2 years ago

Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling

Large language models are trained on massive scrapes of the web, which are often unstructured, noisy, and poorly phrased. Current…

2 years ago

Build custom generative AI applications powered by Amazon Bedrock

With last month’s blog, I started a series of posts that highlight the key factors that are driving customers to…

2 years ago

Announcing LangChain on Vertex AI for AlloyDB and Cloud SQL for PostgreSQL

Among application developers, LangChain is one of the most popular open-source LLM orchestration frameworks. To help developers use LangChain to…

2 years ago

Can Chatbots Reduce Business Costs Dramatically? Expert Opinion and Insights

The clock strikes 3 AM. A potential buyer is browsing your website, eager to make a purchase, but they have…

2 years ago

A new generation of African talent brings cutting-edge AI to scientific challenges

Food security, healthcare and exploring the cosmos are among the ways students of a new pan-African Master’s program aspire to…

2 years ago

BISCUIT: Scaffolding LLM-Generated Code with Ephemeral UIs in Computational Notebooks

This paper was accepted at IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) 2024 Programmers frequently engage with machine…

2 years ago

Investigation of a Cross-regional Network Performance Issue

Hechao Li, Roger CruzCloud Networking TopologyNetflix operates a highly efficient cloud computing infrastructure that supports a wide array of applications essential…

2 years ago

Build an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and AWS CloudFormation

Retrieval Augmented Generation (RAG) is a state-of-the-art approach to building question answering systems that combines the strengths of retrieval and…

2 years ago

Mapping the misuse of generative AI

New research analyzes the misuse of multimodal generative AI today, in order to help build safer and more responsible technologies.

2 years ago