You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
72 lines
2.3 KiB
72 lines
2.3 KiB
# 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
|
|
|