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OperateGPT: Revolutionize Your Operations with One-Line Requests

🚀🚀Experience Now!!

🔥🔥Latest Release Version:V0.0.1

🔥🔥Multi-Models Management

Using large language models and multi-agent technology, a single request can automatically generate marketing copy, images, and videos, and with one click, can be sent to multiple platforms, achieving a rapid transformation in marketing operations.

OperateGPT Process

Supported LLMs​

LLMSupportedModel TypeNotes
ChatGPT✅ProxyDefault
Bard✅Proxy
Vicuna-13b✅Local Model
Vicuna-13b-v1.5✅Local Model
Vicuna-7b✅Local Model
Vicuna-7b-v1.5✅Local Model
ChatGLM-6B✅Local Model
ChatGLM2-6B✅Local Model
baichuan-13b✅Local Model
baichuan2-13b✅Local Model
baichuan-7b✅Local Model
baichuan2-7b✅Local Model
Qwen-7b-ChatComing soonLocal Model

Supported Embedding Models​

LLMSupportedNotes
sentence-transformers✅Default
text2vec-large-chinese✅
m3e-large✅
bge-large-en✅
bge-large-zh✅

Installation​

Firstly, download and install the relevant LLMs.

mkdir models & cd models

# Size: 522 MB
git lfs install 
git clone https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2

# [Options]
# Size: 94 GB, supported run in cpu model(RAM>14 GB). stablediffusion-proxy service is recommended, https://github.com/xuyuan23/stablediffusion-proxy
git lfs install 
git clone https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0

# [Options]
# Size: 16 GB, supported run in cpu model(RAM>16 GB). Text2Video service is recommended. https://github.com/xuyuan23/Text2Video
git lfs install
git clone https://huggingface.co/cerspense/zeroscope_v2_576w

Then, download dependencies and launch your project.

pip install -r requirements.txt

# copy file `.env.template` to new file `.env`, and modify the params in `.env`.
cp .env.template .env 

[Options]
# deploy stablediffusion service, if StableDiffusion proxy is used, no need to execute it!
python operategpt/providers/stablediffusion.py

[Options]
# deploy Text2Video service, if Text2Video proxy server is used, no need to execute it!
python operategpt/providers/text2video.py

python main.py "what is MetaGPT?"

Configuration​

  • By default, ChatGPT is used as the LLM, and you need to configure the OPEN_AI_KEY in .env
OPEN_AI_KEY=sk-xxx

# If you don't deploy stable diffusion service, no image will be generated.
SD_PROXY_URL=127.0.0.1:7860

# If you don't deploy Text2Video service, no videos will be generated.
T2V_PROXY_URL=127.0.0.1:7861
  • More Details see file .env.template

Video DEMO​

https://github.com/xuyuan23/operateGPT/assets/26043513/bd585d00-f793-443d-a395-532d0c038e97