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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 | |
```bash | |
!git clone https://github.com/kyegomez/swarms | |
``` | |
**Chapter 2: Navigating to the Cloned Directory** | |
- Explanation of directory navigation in the terminal | |
```bash | |
%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 | |
```bash | |
!pip install -r requirements.txt | |
``` | |
**Chapter 4: Installing Additional Dependencies** | |
- Discussion on the additional dependencies and their roles in OmniWorker | |
```bash | |
!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 | |
```bash | |
!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 | |
```bash | |
!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 | |
```python | |
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 | |
```python | |
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 | |