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https://github.com/clchinkc/streamlit-editor
Personal project, Generative AI, Streamlit, Python
https://github.com/clchinkc/streamlit-editor
generative-ai python streamlit streamlit-application
Last synced: 1 day ago
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Personal project, Generative AI, Streamlit, Python
- Host: GitHub
- URL: https://github.com/clchinkc/streamlit-editor
- Owner: clchinkc
- License: mit
- Created: 2025-01-25T08:59:37.000Z (11 days ago)
- Default Branch: main
- Last Pushed: 2025-02-02T15:00:46.000Z (3 days ago)
- Last Synced: 2025-02-02T16:18:33.063Z (3 days ago)
- Topics: generative-ai, python, streamlit, streamlit-application
- Language: Python
- Homepage: https://doc-editor.streamlit.app
- Size: 33.7 MB
- Stars: 10
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# LLM-Powered Document Editor: DSPy & LangChain Integration for Intelligent Writing (OpenAI/Deepseek/Gemini/Github)
**An intelligent writing assistant with multi-LLM integration for enhanced content creation and editing.**
[](https://doc-editor.streamlit.app)
[](https://github.com/user-attachments/assets/f37c4dd5-423c-4406-a08d-51f67942ac7b)
Leverage DSPy's LLM orchestration and LangChain's document processing to create, refine, and manage content with unprecedented efficiency. Ideal for technical writers, content creators, and knowledge workers seeking intelligent document editing.
## 📚 Table of Contents
- [LLM-Powered Document Editor: DSPy \& LangChain Integration for Intelligent Writing (OpenAI/Deepseek/Gemini/Github)](#llm-powered-document-editor-dspy--langchain-integration-for-intelligent-writing-openaideepseekgeminigithub)
- [📚 Table of Contents](#-table-of-contents)
- [🚀 Quick Start](#-quick-start)
- [✨ Intelligent Document Workflows](#-intelligent-document-workflows)
- [1. Content Creation Phase](#1-content-creation-phase)
- [2. AI Collaboration Phase](#2-ai-collaboration-phase)
- [3. Finalization \& Management](#3-finalization--management)
- [⚙️ System Architecture](#️-system-architecture)
- [🔧 Technical Stack](#-technical-stack)
- [📄 License](#-license)
## 🚀 Quick Start
Try the live demo immediately:
[](https://doc-editor.streamlit.app)
1. Clone repository:
```
git clone https://github.com/clchinkc/streamlit-editor.git
python -m venv venv
source venv/bin/activate # Unix/MacOS
# .\venv\Scripts\activate # Windows
```
2. Install dependencies:
```
pip install -r requirements.txt
```
3. Configure environment:
```
cp .env.example .env # Implement environment template
```
4. Add your API key (either one required):
```
OPENAI_API_KEY=your_openai_api_key
DEEPSEEK_API_KEY=your_deepseek_api_key
GEMINI_API_KEY=your_gemini_api_key
GITHUB_TOKEN=your_github_token
```
5. Launch application:
```
streamlit run streamlit_editor.py
```
And the app will be running on http://localhost:8501.
## ✨ Intelligent Document Workflows
**Combined Features & User Processes**
### 1. Content Creation Phase
- **Multi-format Editing Suite**
- ✍️ Dual-mode editor (Editor + Markdown Preview)
- 📥 File ingestion: Drag-and-drop `.md`/`.txt` support
- 📤 Export flexibility: Download markdown or clipboard copy
- **Structural Tools**
- 🗂️ LangChain-powered document chunking
- 📚 Section-level editing
### 2. AI Collaboration Phase
- **Context-Aware Assistance**
- 🤖 DSPy-powered feedback suggestions (general or specific to reference text)
- 📑 Automated section summarization
- 🧩 LLM-driven content regeneration
- **Quality Control**
- 🔍 Semantic feedback tracking with source references
- 📊 Real-time feedback dashboard
### 3. Finalization & Management
- **Output Optimization**
- 🧮 Batch operation processing for bulk edits
- 📖 Focus-optimized read mode
- **Advanced Orchestration**
- 🚦 DSPy-managed suggestion pipeline
- 📜 Version history tracking
- 🌐 Multi-modal previews (raw + rendered views)
## ⚙️ System Architecture
[](https://mermaid.live/edit#pako:eNqdVV1r2zAU_SvCpWODmGUrpKkfBknsjMEKZW4oDL8o9o0tYusaSW4a2v73XVv-iLvuYdGTPu45urrnSHp2YkzA8Zxdjoc448qwez-SjNrlJbvlQrIVFiVKkEbb-Y0G9TFydtzbcbeiAXtQwoCKnE82IEiEwSEEaMhCo4AXOfU2P_rAB1R7XfIY-tiEG77lGoYlQnIDPcQP74599FbV-dVT7E5hDFrjkMVPLtNVRgF9eC7kfphmYUnpnOa9Bki2PN73gBiLoj53v8LCozZQ9IiwKgquhoR2IgeX56ZbYIFMhRyyD55KVGY4LR5kjjxp59ktJlVuo3sJViglxEagPCk_c91vLx0LVwoPrhJpZqwS-nOtgI6cl1aKU1lGUM0fgS0qg01PM4M1qK_9G5XGUPIKsHvaNgXV7NXo8GEo8BsZRui4Mrb-tCc8GfYoeE3Rlm2QegQqeCpi9h0kKLJEs2cnzFjAEaqSCbJNmXSQN6frlBplh-WRfIfqXcQ_6nGUMfsFO8Jk8Fft38c0dgGrvbWA7iphhyc-CM2R_JuygzAZOxBdfWFdXUIsdlSVGHNUrUM0hUInN-2Rexc30yC4mU60UbgH7-Lq6qrtuweRmMz7Wj5NGgrvYtq0U6YheUs2v14FwfJMskZVy7NeL2erL2fyDL7qyBbT68WZZL1xLJfvL6a-fyZXZ6g2rWkwm6_OpGqfhVbC-Xp5Mz-TqXk0LE8wC2br_ymUM3EKUAUXCX0TzzVr5JgMCnqoPOomXO0jJ5KvFMfpKQnpIjieURVMHIVVmjlk9VzTqGouoS94qnjRz5Zc_kYcxtD49tb-Ss3n9PoHw9cvYQ)
## 🔧 Technical Stack
| Component | Technology | Purpose |
|-----------------|------------------|----------------------------|
| AI Framework | DSPy | LLM operations management |
| Text Processing | LangChain | Document chunking |
| UI Framework | Streamlit | Web interface |
## 📄 License
MIT Licensed - See [LICENSE](LICENSE) for details.