https://github.com/marcushellberg/spring-ai-examples

https://github.com/marcushellberg/spring-ai-examples

Last synced: 6 days ago
JSON representation

• Host: GitHub
• URL: https://github.com/marcushellberg/spring-ai-examples
• Owner: marcushellberg
• License: mit
• Created: 2024-10-27T08:34:14.000Z (19 days ago)
• Default Branch: main
• Last Pushed: 2024-11-02T07:20:53.000Z (13 days ago)
• Last Synced: 2024-11-02T08:17:04.559Z (13 days ago)
• Language: Java
• Size: 205 KB
• Stars: 9
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Practical AI examples using Spring AI

## Included examples

- Document summarization and analysis

- Sentiment analysis

- Text drafting

- Image data extraction

- Advanced RAG techniques

  - Multi-source retrieval

  - Re-ranking

  - Question rewriting

## Requirements

The application expects you to have the following two API keys as environment variables:

- `OPENAI_API_KEY`: OpenAI API key

- `COHERE_API_KEY`: Cohere API key for document re-ranking. See `RagChat.java` comments for more information.

## Running the examples

Run `Application.java` in your IDE or use the following command:

```bash

mvn spring-boot:run

```

## Using local models

You can use local models with Ollama by updating the spring-ai dependency in the `pom.xml` file, and defining which models to use in the `application.properties` file.