https://github.com/jeon-jinhyeok/llmdiary

Emotion Analysis Diary Using LLM
https://github.com/jeon-jinhyeok/llmdiary

diary django kobert llm postgresql

Last synced: 28 days ago
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Emotion Analysis Diary Using LLM

Host: GitHub
URL: https://github.com/jeon-jinhyeok/llmdiary
Owner: Jeon-Jinhyeok
Created: 2024-11-13T06:06:17.000Z (7 months ago)
Default Branch: master
Last Pushed: 2025-02-14T15:10:24.000Z (4 months ago)
Last Synced: 2025-05-07T21:48:43.197Z (29 days ago)
Topics: diary, django, kobert, llm, postgresql
Language: HTML
Homepage:
Size: 770 KB
Stars: 1
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- Support: support/__init__.py

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README

        # 📖 LLM Diary: 감정 분석 기반 다이어리 플랫폼

![Apache 2.0][license-shield] 

![Python](https://img.shields.io/badge/Python-3.10-blue?style=flat&logo=python&logoColor=white)

![Django](https://img.shields.io/badge/Django-5.1-lightblue?logo=django&logoColor=white&labelColor=green)

![PostgreSQL](https://img.shields.io/badge/PostgreSQL-16-blue?logo=postgresql&logoColor=Blue&labelColor=Blue)

![TailwindCSS][tailwind-shield]

[![Hugging Face Model](https://img.shields.io/badge/HuggingFace-Model-yellow?logo=huggingface)](https://huggingface.co/xxhyeok/koBERT-emotion)

![Docker](https://img.shields.io/badge/Docker-Supported-blue?style=flat&logo=docker&logoColor=white&labelColor=black)



 



## 📌 Table of Contents

- [🔍 About the Project](#-about-the-project)

- [🚀 Features](#-features)

- [💻 Technologies](#-technologies)

- [🛠 Getting Started](#-getting-started)

- [📌 Usage](#-usage)

- [📧 Contact](#-contact)

- [📜 License](#-license)

## 🔍 About the Project

거대 언어 모델(LLM)을 사용하여 사용자의 일기를 바탕으로 감정을 분석하고, 사용자에게 감정 통계 및 맞춤형 상담을 제안하는 시스템.

## 🚀 Features 

### 🏷️ROLE

- **User** 

- **Counselor**

- **Admin**

- **UserSupporter**

### 📊 Emotion Analsis

- **Model**: [koBERT](https://huggingface.co/monologg/kobert). 

- **Fine-tuning Dataset**:  [감성대화 말뭉치](https://aihub.or.kr/aihubdata/data/view.do?currMenu=115&topMenu=100&aihubDataSe=data&dataSetSn=86)

- **Emotion** : 분노, 슬픔, 불안, 상처, 당황, 기쁨

### 🏥 Counsel

- User can request a consultation, view connselor info

- Counselor can schedule, conduct, suggest consultations.

## 💻 Technologies

 - [Python](https://www.python.org) 3.10.0

 - [Django](https://www.djangoproject.com/) 5.1.3

 - [tailwindcss](https://tailwindcss.com/) 3.4.14

 - [transformers](https://huggingface.co/docs/transformers/ko/index) 4.47.0

 

## 🛠 Getting Started

### 0️⃣ Pre-requisite

The easiest way to start the LLMDiary is through **docker compose**. Before running this with the following commands, make sure that [Docker](https://www.docker.com/) and [Docker Compose](https://docs.docker.com/compose/install/) are installed on your machine:

### 1️⃣ Clone the Repository

```bash

git clone https://github.com/Jeon-Jinhyeok/LLMDiary.git

cd LLMDiary

```

### 2️⃣ Download the Model (Hugging Face)

```bash

sudo apt install git-lfs

git lfs clone https://huggingface.co/xxhyeok/koBERT-emotion

```

> 💡 **참고:** Hugging Face 모델 저장소에 접근하려면 SSH를 이용한 로그인 인증이 필요할 수 있습니다.

> [Hugging Face SSH Key 설정 가이드](https://huggingface.co/docs/hub/security-tokens) 참고

### 3️⃣ Configure Environment Variables

- setup.env파일 수정

 ```ini

 POSTGRES_DB=emotion_diary_db

 POSTGRES_USER=admin

 POSTGRES_PASSWORD=your-password

 POSTGRES_HOST=db

 POSTGRES_PORT=5432

 DJANGO_SECRET_KEY=your-secret-key

 DEBUG=False

 ALLOWED_HOSTS=*

 ```

- setup.env 파일 적용

 ```bash

 source ./setup.env

 ```

### 4️⃣ Run with Docker

```bash

docker compose up

```

### 5️⃣ Access the Web Interface

```plaintext

http://localhost:8000

```

## 📌 Usage

### Login Page



---

### Diary List with Representative emotion



---

### Diary Details



 - Diary Details with Result of Emotion Analysis and Recommended Action

 - You can edit or delete the written diary.

   

---

### Home



- You can check latest Diaries in Home

- You can check emotional statistics for one week.

## 📧 Contact

- [Jinhyeok, JEON](https://github.com/Jeon-Jinhyeok) - [email protected]

- [Donggeon, KIM](https://github.com/ehdrjs6831) - 

## 📜 License

Apache 2.0

---

[license-shield]: https://img.shields.io/badge/license-Apache%202.0-blue?style=round

[repository-size-shield]: https://img.shields.io/github/repo-size/dev-ujin/readme-template?labelColor=D8D8D8&color=BE81F7

[django-shield]: "https://img.shields.io/badge/django-092E20?style=flat-square&logo=django&logoColor=white"

[tailwind-shield]: https://img.shields.io/badge/TailwindCSS-38B2AC?style=flat-square&logo=tailwind-css&logoColor=white

ecosyste.ms

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https://github.com/jeon-jinhyeok/llmdiary

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