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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. | |