https://github.com/asasvirtuais/gitinbed

A simple solution to combine Version Control with Embed Indexing. Creates, updates, and removes embeddings of the repository files based on GIT A (Added Files), M (Modified Files), R (Removed Files), using Voyage and Pinecone.
https://github.com/asasvirtuais/gitinbed

actions embeddings pinecone voyage workflow

Last synced: about 1 month ago
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A simple solution to combine Version Control with Embed Indexing. Creates, updates, and removes embeddings of the repository files based on GIT A (Added Files), M (Modified Files), R (Removed Files), using Voyage and Pinecone.

• Host: GitHub
• URL: https://github.com/asasvirtuais/gitinbed
• Owner: asasvirtuais
• License: mit
• Created: 2024-08-16T19:32:45.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-09-16T12:25:44.000Z (2 months ago)
• Last Synced: 2024-09-29T12:01:18.174Z (about 2 months ago)
• Topics: actions, embeddings, pinecone, voyage, workflow
• Language: TypeScript
• Homepage:
• Size: 634 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
> Git in bed or get embedded

Creates, updates, and removes embeddings of the repository files based on GIT A (Added Files), M (Modified Files), R (Removed Files), using Voyage and Pinecone

[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)

[![GitHub release](https://img.shields.io/github/release/asasvirtuais/gitinbed.svg)](https://GitHub.com/asasvirtuais/gitinbed/releases/)

## Usage example with Workflow file

.github/workflows/git-repo-embed.yml

```.yml

name: gitinbed

on:

  push:

    branches:

      - main

jobs:

  update-embeddings:

    runs-on: ubuntu-latest

    steps:

    - uses: actions/checkout@v4

    - name: Get changed files

      id: changed-files

      uses: tj-actions/changed-files@v44

    - name: Update Embeddings

      uses: asasvirtuais/gitinbed@main

      env:

        VOYAGE_MODEL: voyage-large-2-instruct

        PINECONE_INDEX: ${{ github.repository_owner }}

        PINECONE_NAMESPACE: ${{ github.event.repository.name }}

        PINECONE_API_KEY: ${{ secrets.PINECONE_API_KEY }}

        VOYAGE_API_KEY: ${{ secrets.VOYAGE_API_KEY }}

      with:

        created: ${{ steps.changed-files.outputs.added_files }}

        updated: ${{ steps.changed-files.outputs.modified_files }}

        removed: ${{ steps.changed-files.outputs.deleted_files }}

```

## Pinecone results:

![asasvirtuais-Pinecone-Console](https://github.com/user-attachments/assets/6ed20d9e-f541-417e-a868-031159dab564)