---
title: Multi Model Agent
emoji: 🚀
colorFrom: gray
colorTo: yellow
sdk: streamlit
sdk_version: 1.37.0
app_file: app.py
pinned: false
license: apache-2.0
---

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


# Multi-Model LLM Agent

Welcome to the Multi-Model LLM Agent repository! This repository hosts two versions of our language model agent, each offering unique capabilities tailored to different needs.

## Version 1: RAG Agent
- Basic web search functionality
- Implementation of RAG (Retrieval-Augmented Generation)

[Explore Version 1 (RAG Agent)](https://multi-model-rag-agent.streamlit.app/)

## Version 2: Multi-Model Agent (Final Version)
- Advanced web search capabilities, including website scraping
- Enhanced RAG model with memory for retaining context across conversations
- Multi-query retrieval for handling complex information needs

[Explore Version 2 (Multi-Model Agent)](https://)

## How to Use This Model

### Obtain API Keys
Before using the Multi-Model Agent, you need to obtain API keys from the following providers:

- **GROQ API Keys:** Obtain from [GROQ](https://console.groq.com/keys)
- **Replicate API Keys:** Obtain from [Replicate](https://replicate.com/meta/meta-llama-3-70b-instruct)

### Integration Instructions
1. **API Key Setup:** Insert your obtained API keys into the designated configuration.
2. **Usage Guide:** Refer to our detailed documentation for integrating the API keys and utilizing the Multi-Model Agent effectively.

## Notes
- **Security:** Keep your API keys secure and adhere to the terms of service of each provider.