Master AI-enhanced search with Azure OpenAI and Elasticsearch
summary
Shows a working pipeline that scrapes IRS pages into Elasticsearch (about 29,000 IRS documents), connects that index to Azure OpenAI via the Chat playground, and runs concrete RAG-style queries. Demonstrates answers to specific tax questions for a rent-a-goat business—deducting goat feed and truck/trailer costs, depreciate goats as business assets, abandoned valuables treated as taxable income—and returns source pointers like Publication 225 and Form 9465, though citations sometimes fail to appear. Tests succeed and expose generative-augmented retrieval as a useful workflow.
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chapters (8)
- 0:00AI-enhanced search intro
- 1:17Azure OpenAI setup
- 3:46Goat tax scenario
- 6:34Demo: IRS docs query
- 10:24Generative retrieval for tax deductions
- 12:32Taxing buried treasure with goats
- 13:58Tax relief for drought farmers
- 14:41Summary and resources
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