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Using Large Language Models to Extract Property Details
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Classroom Contents
Real Estate End-to-End Data Engineering Using AI
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- 1 Introduction
- 2 The system architecture
- 3 Getting your keys
- 4 Setting up a new project
- 5 Installing the required dependencies
- 6 Manual Simulation of the Process
- 7 Automating the Manual Process
- 8 Using Large Language Models to Extract Property Details
- 9 Setting up Streaming Architecture
- 10 Streaming Property information to Kafka
- 11 Consuming Realtime streams from Kafka
- 12 Writing Property Data to Cassandra Storage
- 13 Deploying Streaming App to Master-Worker Cluster
- 14 Fixing scala/$less$colon$less bug with Spark Streaming
- 15 Verification of Results
- 16 End to End Process Automation
- 17 Outro
