xuyuan23/operategpt

🌟 Revolutionize Your Operations with One Sentence Automation: Utilizing large language models and Multi-Agents to generate operational copy, images, and videos with one-line requirements.

OperateGPT: Revolutionize Your Operations with One-Line Requests

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🚀🚀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.

Supported LLMs

LLM	Supported	Model Type	Notes
ChatGPT	✅	Proxy	Default
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-Chat	Coming soon	Local Model

Supported Embedding Models

LLM	Supported	Notes
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

# [Optional]
# 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

# [Optional]
# 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.

yum install gcc-c++
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

# Quick trial: two params: idea and language, `en is default`, also supported zh(chinese).
python main.py "Prepare a travel plan to Australia" "en"

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

Generated DEMOs

• What is DB-GPT?

• Travel to Chengdu

• Jingnu teaching design?