article thumbnail

Microsoft Researchers Introduce InsightPilot: An LLM-Empowered Automated Data Exploration System

Marktechpost

Although different tools exist for general data exploration, they often fail to consider user intent and dataset characteristics, leading to irrelevant insights. Additionally, LLM hallucination is an infamous issue that causes LLMs to generate unreliable content. If you like our work, you will love our newsletter.

LLM 130
article thumbnail

8 Open-Source Tools for Retrieval-Augmented Generation (RAG) Implementation

Marktechpost

LlamaIndex Llama Index is a Python-based framework designed for constructing LLM applications. It acts as a versatile and straightforward data framework, seamlessly connecting custom data sources to LLMs. Phoenix Phoenix is a tool that offers rapid MLOps and LLMOps insights with zero-config observability.

article thumbnail

Unleashing the power of generative AI: Verisk’s journey to an Instant Insight Engine for enhanced customer support

AWS Machine Learning Blog

Verisk has embraced this technology and has developed their own Instant Insight Engine, or AI companion, that provides an enhanced self-service capability to their FAST platform. LLM Linguistics – Although appropriate context can be retrieved from enterprise data sources, the underlying LLM handles linguistics and fluency.