---
title: Ads Rag
emoji: 🦀
colorFrom: red
colorTo: blue
sdk: gradio
sdk_version: 4.32.1
app_file: rag.py
pinned: false
---

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference


## Steps for running rag -:
1. Create .env file in root folder and add the following environment variables
```
OPENAI_API_KEY=<YOUR OPENAI KEY>
```
2. Run the following commands:
```
    pip3 install -r requirements.txt
    python3 rag.py
``` 


Neo4j RAG course - https://www.deeplearning.ai/short-courses/knowledge-graphs-rag/
1. langchain documentation retreiver - https://python.langchain.com/v0.1/docs/modules/data_connection/retrievers/vectorstore/
2. https://medium.com/@shaktikanungo2019/3. conversational-ai-unveiling-the-first-rag-chatbot-with-langchain-8b9b04ee4b63
3. https://medium.com/@vikrambhat2/building-a-rag-system-and-conversational-chatbot-with-custom-data-793e9617a865
4. https://abvijaykumar.medium.com/retrieval-augmented-generation-rag-with-llamaindex-1828ef80314c
5. https://medium.com/the-ai-forum/implementing-agentic-rag-using-langchain-b22af7f6a3b5