Skip to content

RodneyFinkel/Hybrid_Rag

Repository files navigation

Hybrid-Fusion Rag UI

Screenshot 2026-01-15 at 21 48 03 Screenshot 2025-12-31 at 6 37 46

STT-TTS real time dashboard

Screenshot 2026-01-13 at 16 45 24

Hybrid-Fusion Fine Tuning

Screenshot 2026-01-13 at 21 18 01

One-shot, Internal Multi-Hop via fine tuning for an accurate context window

Screenshot 2026-01-13 at 18 52 20

Project Setup and Run Instructions

1. Clone the repository

git clone <GITHUB_REPO_URL>
cd <YOUR_PROJECT_DIRECTORY>

2. Create and activate environment

python3 -m venv venv

macOS / Linux:

source venv/bin/activate

Windows (PowerShell):

venv\Scripts\activate

3. Install Redis

macOS (Homebrew):

brew install redis

Ubuntu / Debian:

sudo apt update
sudo apt install redis-server

Windows:

Option A: WSL (recommended):

wsl --install

Inside WSL:

sudo apt update
sudo apt install redis-server
redis-server

Option B: Docker:

docker run -p 6379:6379 redis

4. Install Python dependencies

pip install -r requirements.txt

5. Start Redis

redis-server

(Keep this terminal running)

6. Run the app

python3 alpha_app2.py

Notes

  • Redis must be running before starting the app.
  • Default Redis port: 6379.

About

Multi Modal Agent using Deepgram, Groq LPU's and Sentence Transformers for Vector Embeddings, ChromaDB for persistent vector db storage and BM25 with ColBERT reranking for sparse and dense vector search and retrieval

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors