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A Comprehensive Guide to Setting Up OmniWorker: Your Passport to Multimodal Tasks**
Introduction
- Introduction to OmniWorker
- Explanation of its use-cases and importance in multimodal tasks
- Mention of prerequisites: Git, Python 3.x, Terminal or Command Prompt access
Chapter 1: Cloning the Necessary Repository
- Explanation of Git and its use in version control
- Step-by-step guide on how to clone the OmniWorker repository
!git clone https://github.com/kyegomez/swarms
Chapter 2: Navigating to the Cloned Directory
- Explanation of directory navigation in the terminal
%cd /swarms
Chapter 3: Installing the Required Dependencies
- Explanation of Python dependencies and the purpose of
requirements.txt
file - Step-by-step installation of dependencies
!pip install -r requirements.txt
Chapter 4: Installing Additional Dependencies
- Discussion on the additional dependencies and their roles in OmniWorker
!pip install git+https://github.com/IDEA-Research/GroundingDINO.git !pip install git+https://github.com/facebookresearch/segment-anything.git !pip install faiss-gpu !pip install langchain-experimental
Chapter 5: Setting Up Your OpenAI API Key
- Explanation of OpenAI API and its key
- Guide on how to obtain and set up the OpenAI API key
!export OPENAI_API_KEY="your-api-key"
Chapter 6: Running the OmniModal Agent Script
- Discussion on the OmniModal Agent script and its functionality
- Guide on how to run the script
!python3 omnimodal_agent.py
Chapter 7: Importing the Necessary Modules
- Discussion on Python modules and their importance
- Step-by-step guide on importing necessary modules for OmniWorker
from langchain.llms import OpenAIChat from swarms.agents import OmniModalAgent
Chapter 8: Creating and Running OmniModalAgent Instance
- Explanation of OmniModalAgent instance and its role
- Guide on how to create and run OmniModalAgent instance
llm = OpenAIChat() agent = OmniModalAgent(llm) agent.run("Create a video of a swarm of fish")
Conclusion
- Recap of the steps taken to set up OmniWorker
- Encouragement to explore more functionalities and apply OmniWorker to various multimodal tasks