https://github.com/0xzee/streamlit_mongodb_rag_app

Streamlit ChatBot app to RAG into MongoDB Atlas Documents
https://github.com/0xzee/streamlit_mongodb_rag_app

atlas chromadb cohere-embeddings groq llama-index llama3-2 mongodb rag streamlit

Last synced: 4 months ago
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Streamlit ChatBot app to RAG into MongoDB Atlas Documents

• Host: GitHub
• URL: https://github.com/0xzee/streamlit_mongodb_rag_app
• Owner: 0xZee
• Created: 2024-09-19T22:57:26.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2024-12-16T15:17:43.000Z (7 months ago)
• Last Synced: 2025-02-01T20:09:37.229Z (5 months ago)
• Topics: atlas, chromadb, cohere-embeddings, groq, llama-index, llama3-2, mongodb, rag, streamlit
• Language: Python
• Homepage: https://ask-gamma.streamlit.app/
• Size: 184 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 🤖 ChatBot

Streamlit ChatBot app to RAG into MongoDB Atlas :

- Inference & LLM : `Groq Inference`, Model : `llama3.2 3b`

- Embeddings : `Cohere`

- Vector Store : `MongoDB Atlas Vector Store`

```python

pip install -r requirements.txt

streamlit run app.py

```

![Mongodb RAG ChatBot App](gamma_bot.png)

# ⌨ APP DOCKERFILE : 

To build the App from Dockerfile

```bash

docker build -t mongodb-rag-app .

docker run -p 8501:8501 \

    -e GROQ_API_KEY=your_groq_api_key \

    -e COHERE_DEV_API=your_cohere_api_key \

    -e MONGO_URI=your_mongodb_connection_string \

    mongodb-rag-app

```

# 📊 mongodb Dashboard

Streamlit ChatBot app to RAG into MongoDB Atlas

![Mongodb App Dashboard](sc_mdb.JPG)