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https://github.com/toweringcloud/fullstack-gpt-v2
langchain v0.3.10 based gpt or agent service with python v3.10 + streamlit v1.41 + openai v1.57 + anthropic v0.40
https://github.com/toweringcloud/fullstack-gpt-v2
Last synced: 7 days ago
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langchain v0.3.10 based gpt or agent service with python v3.10 + streamlit v1.41 + openai v1.57 + anthropic v0.40
- Host: GitHub
- URL: https://github.com/toweringcloud/fullstack-gpt-v2
- Owner: toweringcloud
- License: mit
- Created: 2024-12-09T14:20:51.000Z (18 days ago)
- Default Branch: main
- Last Pushed: 2024-12-18T14:33:57.000Z (9 days ago)
- Last Synced: 2024-12-18T15:34:37.071Z (8 days ago)
- Language: Jupyter Notebook
- Homepage:
- Size: 58.6 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# fullstack-gpt-v2
langchain v0.3.10 based gpt or agent service with python v3.10 + streamlit v1.41 + openai v1.57
## features
### challenge-01 (2024.12.09) : Welcome To Langchain
### challenge-02 (2024.12.10) : Model I/O
### challenge-03 (2024.12.11) : Memory
### challenge-04 (2024.12.15) : RAG
### challenge-05 (2024.12.17) : Streamlit is 🔥
- [demo] https://toweringcloud-document-gpt.streamlit.app
## how to run
### setup
- install python 3.10 ~ 3.12 LTS and add system path on python & pip
```sh
$ python --version
Python 3.10.11 (or 3.11.9 or 3.12.8)
$ pip --version
pip 22.0.2 from /usr/lib/python3/dist-packages/pip (python 3.10)
```
### config
- set runtime environment
```sh
$ cat .env
OPENAI_API_KEY="..."
```
- load runtime environment
```python
from dotenv import dotenv_values
from langchain_openai import ChatOpenAI
config = dotenv_values(".env")
chat = ChatOpenAI(
openai_api_key=config['OPENAI_API_KEY'],
...
)
```
### launch
- run jupyter app in virtual environment
```sh
$ python -m venv .venv
$ source env/bin/activate
$ pip install -r requirements.txt
$ pip list
$ touch main.ipynb && code .
$ deactivate
```
- run jupyter app in poertry environment
```sh
$ poetry init
$ poetry shell
$ poetry install
$ poetry show
$ touch main.ipynb && code .
$ exit
```
- run streamlit app in root environment
```sh
$ streamlit run main.py
You can now view your Streamlit app in your browser.
Local URL: http://localhost:8501
```