omni_bot / docs /examples /omni_agent.md
Zack Zitting Bradshaw
Upload folder using huggingface_hub
4962437
# 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