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---
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.
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