https://github.com/adudko/spring-ai-with-openai-and-milvus-in-action
The AI-based service to make recommendations based on user documents
https://github.com/adudko/spring-ai-with-openai-and-milvus-in-action
docker-compose-infra docker-images example-app milvus spring-ai-openai spring-boot tika-api user-data
Last synced: 6 months ago
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The AI-based service to make recommendations based on user documents
- Host: GitHub
- URL: https://github.com/adudko/spring-ai-with-openai-and-milvus-in-action
- Owner: aDudko
- Created: 2025-03-05T10:56:49.000Z (7 months ago)
- Default Branch: master
- Last Pushed: 2025-03-16T15:17:58.000Z (7 months ago)
- Last Synced: 2025-03-16T16:29:11.978Z (7 months ago)
- Topics: docker-compose-infra, docker-images, example-app, milvus, spring-ai-openai, spring-boot, tika-api, user-data
- Language: Java
- Homepage: https://hub.docker.com/r/anatolydudko/spring-ai-with-openai-and-milvus-in-action
- Size: 10.7 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Spring AI with OpenAI and Milvus in Action
**The AI-based service to make recommendations based on user documents**
## Overview
The application is designed as a service with no user interface.
Once the application is started, it will automatically load documents from the `classpath` (see `application.yml`) into
the `Milvus` vector database. Then you can make `POST` requests to `/ask/open-ai`.
[API documentation](http://localhost:8080/swagger-ui/index.html#/) will be available once the application is started
[MinIO](http://localhost:9001/login) (Multi-Cloud Object Store) will be available once the application is started.
`Login`: minioadmin, `Password`: minioadmin
## Technologies
- `Java` - version `21`
- `Maven` - for building the application
- `Spring Boot` - version `3.4.3`
- `Spring AI` - version `1.0.0-M6`, model `gpt-4-turbo`
- `Spring AI Tika` - for extract metadata and text from documents
- `Spring Boot Maven Plugin` - for create Docker-Image
- `Docker-Compose` - infrastructure
- `Milvus` - vector database
## Structure of the project
```
spring-ai-with-openai-and-milvus-in-action/
├── src/main/
| ├── java/com/dudko/example/
| | ├── bootstrap/
| | ├── config/
| | ├── controller/ # controllers
| | ├── model/ # service level of the domain, used in business logic and controllers
| | ├── service/ # business logic
| ├── resources/
| | ├── templates/ # prompt and system message
| | ├── application.yml # configs
├── compose.yml # docker-compose file
├── pom.xml # artifact of Maven
├── postman_collection.json # collection of requests for Postman
```
## How to try this project?
❗Don't forget to set the `OPENAI_API_KEY` environment variable before running the application.
```sh
docker-compose -f compose.yml up
```
### Author:
Anatoly Dudko