diff --git a/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/LICENSE b/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/LICENSE new file mode 100644 index 0000000..ff83e58 --- /dev/null +++ b/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2025 Ahmed El-Taher + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/github thinkpath video.mp4 b/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/github thinkpath video.mp4 new file mode 100644 index 0000000..7902d2f Binary files /dev/null and b/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/github thinkpath video.mp4 differ diff --git a/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/index.html b/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/index.html new file mode 100644 index 0000000..aa17856 --- /dev/null +++ b/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/index.html @@ -0,0 +1,884 @@ + + + + + + Guided LLM Chat + + + +
+
+ + + +
+
+ Guided LLM Chat - Strategic Thinking Assistant +
+
+
+ +
+ ● Connecting... +
+ +
+
+
+ 🧠 Hello! I'm your strategic thinking assistant. Ask me any question and I'll generate different thinking approaches for you to explore step-by-step. Each approach offers a unique way to tackle your problem. +
+
+ +
+
+ Ask me a question and I'll show you different thinking approaches... +
+ +
+ + +
+
+
+ + + + \ No newline at end of file diff --git a/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/main.js b/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/main.js new file mode 100644 index 0000000..7dad435 --- /dev/null +++ b/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/main.js @@ -0,0 +1,348 @@ +const { app, BrowserWindow, ipcMain } = require('electron'); +const path = require('path'); +const axios = require('axios'); + +let mainWindow; + +function createWindow() { + mainWindow = new BrowserWindow({ + width: 1200, + height: 800, + webPreferences: { + nodeIntegration: true, + contextIsolation: false + }, + titleBarStyle: 'hidden', + frame: false, + minWidth: 800, + minHeight: 600, + icon: path.join(__dirname, 'assets/icon.png') // Optional: add an icon + }); + + mainWindow.loadFile('index.html'); + + // Open DevTools in development + if (process.env.NODE_ENV === 'development') { + mainWindow.webContents.openDevTools(); + } +} + +// Window control handlers +ipcMain.handle('window-minimize', () => { + if (mainWindow) mainWindow.minimize(); +}); + +ipcMain.handle('window-maximize', () => { + if (mainWindow) { + if (mainWindow.isMaximized()) { + mainWindow.unmaximize(); + } else { + mainWindow.maximize(); + } + } +}); + +ipcMain.handle('window-close', () => { + if (mainWindow) mainWindow.close(); +}); + +ipcMain.handle('window-is-maximized', () => { + return mainWindow ? mainWindow.isMaximized() : false; +}); + +// Ollama API communication +ipcMain.handle('send-to-llm', async (event, message) => { + try { + const response = await axios.post('http://localhost:11434/api/generate', { + model: 'gemma3:1b', + prompt: message, + stream: false + }); + + return { + success: true, + response: response.data.response + }; + } catch (error) { + return { + success: false, + error: error.message + }; + } +}); + +// Generate updated thinking paths based on the current conversation context +ipcMain.handle('generate-updated-paths', async (event, { originalQuery, lastResponse, conversationContext, lastPathName, lastStepsExecuted }) => { + try { + const prompt = `Based on this conversation context: + +Original Question: "${originalQuery}" +Last Approach Used: "${lastPathName}" (executed ${lastStepsExecuted} steps) +Latest Response: "${lastResponse.substring(0, 500)}..." + +Generate 4 NEW thinking approaches that logically continue from where we left off. These should be: +1. Paths that build on the insights already gained +2. Different perspectives or deeper exploration +3. Next logical steps in the thinking process +4. Alternative directions to explore + +For each path, provide: +1. A clear approach name (2-4 words) +2. Exactly 3 specific thinking steps for that approach +3. Make steps actionable and build on current progress + +Format your response as JSON: +{ + "paths": [ + { + "name": "Continue Deep", + "steps": ["Build on current insights", "Explore specific implications", "Develop concrete recommendations"] + } + ] +} + +Focus on continuation and progression rather than starting over.`; + + const response = await axios.post('http://localhost:11434/api/generate', { + model: 'gemma3:1b', + prompt: prompt, + stream: false + }); + + // Try to parse JSON from response + let parsedPaths; + try { + const jsonMatch = response.data.response.match(/\{[\s\S]*\}/); + if (jsonMatch) { + parsedPaths = JSON.parse(jsonMatch[0]); + } else { + throw new Error('No JSON found'); + } + } catch (parseError) { + // Fallback: generate contextual paths + parsedPaths = generateContinuationPaths(lastPathName, lastStepsExecuted); + } + + return { + success: true, + paths: parsedPaths.paths || [] + }; + } catch (error) { + return { + success: false, + paths: generateContinuationPaths(lastPathName, lastStepsExecuted), + error: error.message + }; + } +}); + +function generateContinuationPaths(lastPathName, lastStepsExecuted) { + // Generate continuation paths based on what was just executed + return { + paths: [ + { + name: "Continue Deep", + steps: ["Build on current insights", "Explore specific implications", "Develop concrete recommendations"] + }, + { + name: "New Angle", + steps: ["Approach from different perspective", "Challenge current assumptions", "Synthesize alternative view"] + }, + { + name: "Apply Practical", + steps: ["Focus on implementation", "Address real-world constraints", "Create actionable plan"] + }, + { + name: "Expand Context", + steps: ["Broaden the scope", "Connect to related domains", "Explore wider implications"] + } + ] + }; +} +ipcMain.handle('generate-thinking-paths', async (event, query) => { + try { + const prompt = `You are a strategic thinking assistant. For the following query: "${query}" + +Generate 4 different thinking approaches/paths to solve this. For each path, provide: +1. A clear approach name (2-4 words) +2. Exactly 3 specific thinking steps for that approach +3. Each step should be a concrete action or analysis + +Format your response as JSON: +{ + "paths": [ + { + "name": "Approach Name", + "steps": ["Step 1 description", "Step 2 description", "Step 3 description"] + } + ] +} + +Make the paths genuinely different approaches, not just variations. Think like a consultant presenting multiple strategies.`; + + const response = await axios.post('http://localhost:11434/api/generate', { + model: 'gemma3:1b', + prompt: prompt, + stream: false + }); + + // Try to parse JSON from response + let parsedPaths; + try { + // Extract JSON from the response (model might add extra text) + const jsonMatch = response.data.response.match(/\{[\s\S]*\}/); + if (jsonMatch) { + parsedPaths = JSON.parse(jsonMatch[0]); + } else { + throw new Error('No JSON found'); + } + } catch (parseError) { + // Fallback: generate default paths + parsedPaths = generateFallbackPaths(query); + } + + return { + success: true, + paths: parsedPaths.paths || [] + }; + } catch (error) { + return { + success: false, + paths: generateFallbackPaths(query), + error: error.message + }; + } +}); + +// Execute a specific thinking path up to a certain step +ipcMain.handle('execute-thinking-path', async (event, { query, pathName, steps, executeUpToStep }) => { + try { + let prompt = `Original question: "${query}"\n\nI'm following the "${pathName}" approach. I will execute these steps and structure my response to show my thinking process:\n\n`; + + for (let i = 0; i < executeUpToStep; i++) { + prompt += `Step ${i + 1}: ${steps[i]}\n`; + } + + prompt += `\nIMPORTANT: You must think through and execute ONLY the ${executeUpToStep} step${executeUpToStep > 1 ? 's' : ''} listed above. Do NOT go beyond these steps or provide a complete solution. + +Structure your response exactly like this format: + +**Following "${pathName}" Approach:** + +**Step 1: ${steps[0] || 'First Step'}** +[Think through and execute this specific step. Provide your actual reasoning, analysis, and findings for JUST this step. Be detailed but focused only on this step's scope.] + +${executeUpToStep > 1 ? `**Step 2: ${steps[1] || 'Second Step'}** +[Now execute step 2, building on step 1. Show your thinking process for this specific step. What new insights emerge? How does this advance from step 1?]` : ''} + +${executeUpToStep > 2 ? `**Step 3: ${steps[2] || 'Third Step'}** +[Execute the final step. Complete your analysis up to this point. What conclusions can you draw from steps 1-3?]` : ''} + +**Current Progress:** +[Summarize what you've accomplished in these ${executeUpToStep} step${executeUpToStep > 1 ? 's' : ''}. Note what still needs to be explored in future steps.] + +REMEMBER: Only execute the steps you're asked to. Don't provide a complete answer - just show your thinking for the specified steps. Use **bold text** for important terms and bullet points for clarity.`; + + const response = await axios.post('http://localhost:11434/api/generate', { + model: 'gemma3:1b', + prompt: prompt, + stream: false + }); + + return { + success: true, + response: response.data.response, + pathName: pathName, + stepsExecuted: executeUpToStep + }; + } catch (error) { + return { + success: false, + error: error.message + }; + } +}); + +function generateFallbackPaths(query) { + const isCodeRelated = query.toLowerCase().includes('code') || query.toLowerCase().includes('program') || query.toLowerCase().includes('function'); + const isAnalysisRelated = query.toLowerCase().includes('analyz') || query.toLowerCase().includes('data') || query.toLowerCase().includes('research'); + + if (isCodeRelated) { + return { + paths: [ + { + name: "Step by Step", + steps: ["Break down requirements", "Design the algorithm", "Implement and test"] + }, + { + name: "Best Practices", + steps: ["Research existing solutions", "Apply design patterns", "Optimize for performance"] + }, + { + name: "Quick Prototype", + steps: ["Create minimal version", "Test core functionality", "Iterate and improve"] + }, + { + name: "Comprehensive", + steps: ["Plan architecture", "Implement with documentation", "Add error handling"] + } + ] + }; + } else if (isAnalysisRelated) { + return { + paths: [ + { + name: "Data Driven", + steps: ["Gather relevant data", "Analyze patterns", "Draw conclusions"] + }, + { + name: "Comparative", + steps: ["Identify alternatives", "Compare pros and cons", "Recommend best option"] + }, + { + name: "Root Cause", + steps: ["Identify the problem", "Trace underlying causes", "Propose solutions"] + }, + { + name: "Strategic", + steps: ["Define objectives", "Evaluate resources", "Create action plan"] + } + ] + }; + } else { + return { + paths: [ + { + name: "Analytical", + steps: ["Break down the question", "Examine each component", "Synthesize insights"] + }, + { + name: "Creative", + steps: ["Brainstorm possibilities", "Explore unconventional ideas", "Refine the best concepts"] + }, + { + name: "Practical", + steps: ["Focus on implementation", "Consider real constraints", "Provide actionable steps"] + }, + { + name: "Comprehensive", + steps: ["Research thoroughly", "Consider multiple perspectives", "Provide detailed analysis"] + } + ] + }; + } +} + +app.whenReady().then(createWindow); + +app.on('window-all-closed', () => { + if (process.platform !== 'darwin') { + app.quit(); + } +}); + +app.on('activate', () => { + if (BrowserWindow.getAllWindows().length === 0) { + createWindow(); + } +}); \ No newline at end of file diff --git a/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/package-lock.json b/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/package-lock.json new file mode 100644 index 0000000..e08404a --- /dev/null +++ b/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/package-lock.json @@ -0,0 +1,4915 @@ +{ + "name": "guided-llm-chat", + "version": "1.0.0", + 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"engines": { + "node": ">=10" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + } + } +} diff --git a/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/package.json b/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/package.json new file mode 100644 index 0000000..2fb4343 --- /dev/null +++ b/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/package.json @@ -0,0 +1,20 @@ +{ + "name": "guided-llm-chat", + "version": "1.0.0", + "description": "Local LLM chat with guided responses", + "main": "main.js", + "scripts": { + "start": "electron .", + "dev": "concurrently \"npm run start\" \"npm run watch\"", + "watch": "nodemon --exec npm run start", + "build": "electron-builder" + }, + "devDependencies": { + "electron": "^27.0.0", + "concurrently": "^8.2.0", + "nodemon": "^3.0.0" + }, + "dependencies": { + "axios": "^1.6.0" + } +} diff --git a/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/readme.md b/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/readme.md new file mode 100644 index 0000000..7b8def9 --- /dev/null +++ b/LLM Desktop Chatbot Apps/ThinkPath-Chatbot-App/readme.md @@ -0,0 +1,261 @@ +# ThinkPath Chatbot 🧠 +*Strategic Thinking Assistant with Local LLM Integration* +*Guided Responses Chatbot* + +[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) +[![Node.js](https://img.shields.io/badge/Node.js-18+-green.svg)](https://nodejs.org/) +[![Electron](https://img.shields.io/badge/Electron-27+-blue.svg)](https://electronjs.org/) +[![Ollama](https://img.shields.io/badge/Ollama-Compatible-orange.svg)](https://ollama.ai/) + +> **Stop over-generating. Start thinking strategically.** + +ThinkPath AI revolutionizes how you interact with language models by introducing **guided thinking paths** - letting you control exactly how deep the AI goes into any topic, step by step. + +![ThinkPath AI Demo](demo.gif) + + + +## 🎯 **The Problem We Solve** + +### Before ThinkPath AI: +- ❌ **Token Waste**: AI generates full responses when you only need part of the analysis +- ❌ **Over-Information**: Getting overwhelmed with details you didn't ask for +- ❌ **No Control**: Can't pause AI mid-thought to explore different directions +- ❌ **Linear Thinking**: Stuck with one approach, can't easily switch perspectives +- ❌ **High Costs**: Paying for tokens you don't need or want + +### With ThinkPath AI: +- ✅ **Precision Control**: Get exactly the depth of analysis you need +- ✅ **Cost Efficiency**: Pay only for the thinking steps you choose +- ✅ **Strategic Flexibility**: Switch between different approaches dynamically +- ✅ **Incremental Discovery**: Build understanding step-by-step +- ✅ **Complete Privacy**: Everything runs locally on your machine + +## 🚀 **Key Features** + +### 🧭 **Guided Thinking Paths** +- **Dynamic Path Generation**: AI creates 4 different thinking approaches for each question +- **Step-by-Step Execution**: Click any step to execute that approach up to that point +- **Cumulative Logic**: Step 3 = Steps 1 + 2 + 3 executed together +- **Visual Progress**: See exactly which steps have been completed + +### 🔄 **Adaptive Conversation** +- **Auto-Path Updates**: New thinking approaches generated after each response +- **Context Awareness**: Paths build on conversation history +- **Continuation Focus**: Next steps always relevant to current progress + +### 🎨 **Professional Interface** +- **Modern Design**: Clean, intuitive interface inspired by professional tools +- **Window Controls**: Native minimize, maximize, close buttons +- **Structured Responses**: Bold text, bullet points, professional formatting +- **Keyboard Shortcuts**: Fast navigation and control + +### 🔒 **Complete Privacy** +- **Local Processing**: All AI runs on your machine via Ollama +- **No Data Sharing**: Conversations never leave your computer +- **Offline Capable**: Works without internet connection +- **Model Choice**: Use any Ollama-compatible model (Llama, Gemma, etc.) + +## 📊 **Cost Comparison** + +| Scenario | Traditional Chat | ThinkPath AI | Savings | +|----------|-----------------|--------------|---------| +| Quick clarification | 500 tokens | 150 tokens | **70%** | +| Partial analysis | 1200 tokens | 400 tokens | **67%** | +| Exploring options | 2000 tokens | 600 tokens | **70%** | +| Complex strategy | 3500 tokens | 1000 tokens | **71%** | + +*Based on typical usage patterns where users only need partial analysis* + +## 🛠 **Installation** + +### Prerequisites +- [Node.js](https://nodejs.org/) (v18 or higher) +- [Ollama](https://ollama.ai/) installed and running +- At least one language model downloaded + +### Quick Start + +1. **Clone the repository** + ```bash + git clone https://github.com/Ahmed-G-ElTaher/ThinkPath-Chatbot.git + cd thinkpath-ai + ``` + +2. **Install dependencies** + ```bash + npm install + ``` + +3. **Setup Ollama and download a model** + ```bash + # Install Ollama (if not already installed) + # Visit https://ollama.ai/download + + # Download a fast model + ollama pull gemma3:1b + + # Or a more capable model + ollama pull llama3.1:8b + ``` + +4. **Configure the model** (if needed) + ```bash + # Edit main.js line 45 to match your model + model: 'gemma3:1b' # Change to your preferred model + ``` + +5. **Run the application** + ```bash + npm start + ``` + +## 💡 **How It Works** + +### 1. **Ask Any Question** +Type your question and ThinkPath AI generates 4 different thinking approaches: +- Analytical, Creative, Practical, Comprehensive +- Or context-specific paths like "Technical Deep Dive", "Business Impact", etc. + +### 2. **Choose Your Path & Step** +Each approach has 3 steps. Click any step to execute that path up to that point: +- Step 1: Execute just the first step +- Step 2: Execute steps 1 and 2 +- Step 3: Execute all three steps + +### 3. **Get Structured Responses** +AI provides detailed analysis with: +- Clear step-by-step breakdown +- Bold key terms and concepts +- Bullet points for clarity +- Progress summary + +### 4. **Continue Exploring** +After each response, new thinking paths automatically appear, building on your conversation context. + +## 🎯 **Use Cases** + +### 💻 **Software Development & Debugging** +- Model debugging with controllable depth of analysis +- Architecture planning with multiple technical approaches +- Code review with focused, step-by-step examination +- Performance optimization with systematic investigation + +### 🤖 **Machine Learning & AI** +- Training issue diagnosis without information overflow +- Hyperparameter tuning with guided experimentation +- Model architecture exploration step by step +- Data pipeline debugging with structured approaches + +### 📊 **Data Science** +- Exploratory data analysis with multiple perspectives +- Feature engineering with incremental discovery +- Statistical analysis with controlled complexity +- Visualization planning with step-by-step breakdown + +### 💼 **Technical Leadership** +- System architecture decisions with guided analysis +- Technology stack evaluation with structured comparison +- Technical debt assessment with focused investigation +- Team problem-solving with methodical approaches + +## ⚙️ **Configuration** + +### Model Selection +Edit `main.js` to use different models: +```javascript +// Line 45: Change the model name +model: 'llama3.1:8b' // or 'gemma3:1b', 'mistral:7b', etc. +``` + +### UI Customization +Modify `index.html` CSS for: +- Color schemes +- Typography +- Layout preferences +- Window styling + +### Keyboard Shortcuts +- `Ctrl/Cmd + W` - Close window +- `Ctrl/Cmd + M` - Minimize window +- `F11` - Toggle maximize +- `Ctrl/Cmd + R` - Refresh thinking paths + +## 🔮 **Future Development** + +### 🎯 **Planned Features** +- [ ] **Multi-Model Support**: Run multiple models simultaneously for different perspectives +- [ ] **Custom Thinking Templates**: Create and save your own thinking approaches +- [ ] **Conversation Export**: Save thinking sessions as structured documents +- [ ] **Voice Integration**: Speech-to-text for natural interaction +- [ ] **Team Collaboration**: Share thinking sessions with team members +- [ ] **Analytics Dashboard**: Track thinking patterns and productivity +- [ ] **Plugin System**: Extend functionality with custom tools +- [ ] **Mobile App**: iOS/Android versions with cloud sync + +### 🏗 **Potential Applications** + +#### 🎓 **Education Sector** +- **Socratic Learning Platform**: Guide students through step-by-step problem solving +- **Research Assistant**: Help students explore topics with structured thinking +- **Thesis Planning**: Break down complex research into manageable steps + +#### 🏥 **Healthcare** +- **Diagnostic Support**: Multi-approach medical analysis (symptoms → differential → testing) +- **Treatment Planning**: Step-by-step care plan development +- **Medical Education**: Case-based learning with guided analysis + +#### ⚖️ **Legal** +- **Case Analysis**: Multiple legal approaches to complex cases +- **Contract Review**: Systematic document analysis +- **Legal Research**: Structured exploration of legal precedents + +#### 🏭 **Enterprise** +- **Decision Support**: Strategic planning with guided thinking +- **Risk Assessment**: Multi-perspective risk analysis +- **Training Programs**: Skill development with structured learning + +#### 🔬 **Research & Development** +- **Scientific Method**: Hypothesis → Experiment → Analysis workflows +- **Innovation Labs**: Systematic ideation and validation +- **Patent Analysis**: Multi-angle IP research + +## 🤝 **Contributing** + +We welcome contributions! Here's how you can help: + +1. **Fork the repository** +2. **Create a feature branch**: `git checkout -b feature/amazing-feature` +3. **Commit changes**: `git commit -m 'Add amazing feature'` +4. **Push to branch**: `git push origin feature/amazing-feature` +5. **Open a Pull Request** + +### Development Areas +- **UI/UX Improvements**: Better visual design and user experience +- **Model Integration**: Support for new LLM providers +- **Performance**: Optimization for faster response times +- **Features**: New thinking methodologies and tools +- **Documentation**: Tutorials, guides, and examples + +## 📝 **License** + +This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details. + +## 🙏 **Acknowledgments** + +- **Ollama**: For making local LLM deployment accessible +- **Electron**: For cross-platform desktop app framework +- **AI Community**: For advancing open-source language models +- **Strategic Thinking**: Inspired by consulting methodologies and structured problem-solving + + +--- + +**Built with ❤️ for strategic thinkers who value precision, privacy, and control.** + +*Stop over-generating. Start thinking strategically with ThinkPath AI.* + +**Developed in collaboration with Claude AI** - demonstrating that the future of software development lies in thoughtful human-AI partnership, where AI amplifies human creativity and strategic thinking rather than replacing it. 🤖🤝👨‍💻