aws-samples/uncovering-hidden-connections-in-unstructured-financial-data
Uncovering Hidden Connections in Unstructured Financial Data using Amazon Bedrock and Amazon Neptune
This solution helps asset managers understand complex, indirect relationships between financial news and their investment portfolios. By ingesting public company reports like 10-K filings, it builds a detailed knowledge graph of entities and their connections. When new financial news comes in, the system identifies relevant entities and highlights how they might indirectly impact companies in your portfolio, allowing you to stay ahead of market movements. It's designed for asset managers tracking a large number of investments.
Use this if you need to uncover hidden, second or third-order connections between financial news events and your investment portfolio, beyond simple keyword matching.
Not ideal if your primary need is basic keyword-based news alerts or if you are tracking a very small, well-understood portfolio.
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Language
JavaScript
License
MIT-0
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Last pushed
Mar 05, 2026
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