article thumbnail

Generate financial industry-specific insights using generative AI and in-context fine-tuning

AWS Machine Learning Blog

Business question question = "Please provide a list of about 100 ETFs or ETNs names with exposure to US markets" # Generate a prompt to get the LLM to provide an SQL query SQL_SYS_PROMPT = PromptTemplate.from_template(tmp_sql_sys_prompt).format( xxxx USD Corporate Bond 0-3yr ESG UCITS ETF USD (Dist) 2.

ESG 98
article thumbnail

Raj Bakhru, Co-founder and CEO of BlueFlame AI – Interview Series

Unite.AI

Formerly Chief Strategy Officer at ACA, Raj oversaw corporate development and M&A, also serving as Interim Co-CEO, Chief Innovation Officer, and Head of RegTech and ESG. BlueFlame AI offers an AI-native, purpose-built, and LLM-agnostic solution designed for alternative investment managers. He holds a B.S.

professionals

Sign Up for our Newsletter

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

article thumbnail

The executive’s guide to generative AI for sustainability

AWS Machine Learning Blog

Organizations are facing ever-increasing requirements for sustainability goals alongside environmental, social, and governance (ESG) practices. Within this context, you can use generative AI to advance your organization’s ESG goals. The typical ESG workflow consists of multiple phases, each presenting unique pain points.

ESG 128
article thumbnail

What CIOs and CTOs should consider before adopting generative AI for application modernization

IBM Journey to AI blog

also includes access to the StarCoder LLM, trained on openly licensed data from GitHub. Consider sustainability goals Whether as part of formal ESG programs or corporate missions, sustainability is more than good ethics—it’s increasingly recognized as better business.

article thumbnail

How Q4 Inc. used Amazon Bedrock, RAG, and SQLDatabaseChain to address numerical and structured dataset challenges building their Q&A chatbot

Flipboard

The Q4 Platform facilitates interactions across the capital markets through IR website products, virtual events solutions, engagement analytics, investor relations Customer Relationship Management (CRM), shareholder and market analysis, surveillance, and ESG tools. In addition to the effort involved, it would be cost prohibitive.

Chatbots 168
article thumbnail

Build financial search applications using the Amazon Bedrock Cohere multilingual embedding model

AWS Machine Learning Blog

Cohere’s multilingual embedding model Cohere is a leading enterprise AI platform that builds world-class large language models (LLMs) and LLM-powered solutions that allow computers to search, capture meaning, and converse in text. They provide ease of use and strong security and privacy controls.

ESG 128
article thumbnail

Even More Demo Sessions Coming to ODSC East to Help You Build AI Better

ODSC - Open Data Science

Knowledge Graphs and ChatGPT: Talking to Data Sean Martin|CTO|Cambridge Semantics Join this talk to learn how Knowledge Graphs can be used as a source of queryable knowledge for LLM technologies. Through real-world use cases, you’ll explore the ways Knowledge Graphs can enable a more intelligent, knowledge-aware conversational AI.