https://github.com/rivalcoder/pine-cone

https://github.com/rivalcoder/pine-cone

Last synced: about 1 year ago
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• Host: GitHub
• URL: https://github.com/rivalcoder/pine-cone
• Owner: Rivalcoder
• Created: 2025-01-06T05:14:57.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-01-06T05:24:06.000Z (over 1 year ago)
• Last Synced: 2025-02-06T19:58:34.554Z (over 1 year ago)
• Language: JavaScript
• Size: 573 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: Readme.md

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README

          
# Pinecone and Google Generative AI Integration

This project demonstrates how to integrate Pinecone, a vector database, with Google Generative AI to perform operations such as embedding generation, data insertion, querying, and retrieving index statistics.

## Project Structure

### Files in the Folder:

1. **`Insert-data.js`**  

   - Inserts embedding vectors into a Pinecone index.

   - Generates embeddings for a given content using the Google Generative AI text-embedding model.

2. **`search.js`**  

   - Queries the Pinecone index using a vector generated from Google Generative AI embeddings.

   - Retrieves the top K matching vectors with their metadata.

3. **`Find.js`**  

   - Retrieves and prints information about the Pinecone index, including namespace details and statistics.

---

## Prerequisites

1. **Node.js**  

   - Ensure you have Node.js installed on your system.

2. **Install Dependencies**  

   - Install the required libraries:

     ```bash

     npm install @pinecone-database/pinecone @google/generative-ai

     ```

3. **API Keys**  

   - Obtain and set the following API keys:

     - **Pinecone API Key**: Available in your Pinecone account.

     - **Google Generative AI Key**: Available in your Google Cloud Console.

---

## Setup

1. **Environment Variables**  

   - Store API keys securely by creating an `.env` file in the project root:

     ```env

     PINECONE_API_KEY=your-pinecone-api-key

     GOOGLE_AI_API_KEY=your-google-ai-api-key

     ```

2. **Folder Structure**:

   ```plaintext

   /project-folder

   ├── Insert-data.js

   ├── search.js

   ├── Find.js

   ├── README.md

   ├── .env