https://github.com/knowledgefactory4u/spring-ai-pinecone-vector-database-demo
https://github.com/knowledgefactory4u/spring-ai-pinecone-vector-database-demo
Last synced: 3 months ago
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- Host: GitHub
- URL: https://github.com/knowledgefactory4u/spring-ai-pinecone-vector-database-demo
- Owner: knowledgefactory4u
- Created: 2025-01-31T01:14:52.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2025-01-31T01:17:02.000Z (5 months ago)
- Last Synced: 2025-02-09T22:16:16.877Z (5 months ago)
- Language: Java
- Size: 3.91 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
Spring AI Pinecone Vector Database Demo
========================================
This project demonstrates the integration of **Spring Boot**, **Spring AI**, and **Pinecone Vector Database** for creating an AI-powered application capable of storing and searching vectors (embeddings) generated from text.
Key features:
-------------
- **Spring Boot** based backend for API development.
- **Spring AI** for embedding text into vector representations.
- Integration with **Pinecone** for vector storage and similarity search.
- API endpoints for inserting and retrieving data with metadata filtering.
Project Structure:
-------------------
- **Spring Boot Web Starter** for REST APIs.
- **Spring AI with Pinecone** to perform embedding operations.
- **Pinecone Vector Database** for storing and querying vector data.
Installation & Setup:
----------------------
1. Clone the repository or download the ZIP file.
2. Navigate to the project directory.
```bash
cd spring-ai-pinecone-vector-database-demo