Show HN: Using DSPy to enrich a dataset of the Nobel laureate network

3 laminarflow027 0 8/5/2025, 1:09:29 AM blog.kuzudb.com ↗

I've been working a fair bit with DSPy lately, and I did some work in combining the benefits of vector search and LLMs (via a DSPy pipeline) to disambiguate records with a high degree of accuracy to help enrich a dataset. The blog post shows how this approach scales well, is very cost-effective and super concise - all it takes is < 100 lines of DSPy code and it all runs async.

The code to reproduce is in this repo if anyone's interested (all tools are 100% free and open source, and the methodology will work with open weight LLMs too). https://github.com/kuzudb/dspy-kuzu-demo

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Show HN: Using DSPy to enrich a dataset of the Nobel laureate network

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