RAG example project

This project is a Retrieval-Autmented Generation system that runs locally, thanks to several open source initiatives:

• LangChain4J
• Jlama
• Micronaut

How to run the system

Use the standard micronaut command to run the server:

mvn mn:run

Once the system is up, visit this url with your browser: http://localhost:8080, and use the text box to type in any question:

The server will use the information provided by the Farmin FAQ Assystant Dataset by Viswa Prakash to provide context to an LLM (Llama-3.2 in this case) so that the answer to your question will be grounded in factual data, avoiding hallucinations.

Micronaut 4.8.2 Documentation

• User Guide
• API Reference
• Configuration Reference
• Micronaut Guides

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• Micronaut Maven Plugin documentation

Feature micronaut-aot documentation

• Micronaut AOT documentation

Feature maven-enforcer-plugin documentation

• https://maven.apache.org/enforcer/maven-enforcer-plugin/

Feature serialization-jackson documentation

• Micronaut Serialization Jackson Core documentation