Logswise CLI

World-Class AI Assistant with Enterprise-Grade Intelligence

Revolutionary command-line tool featuring advanced AI personalization with query intent recognition, strategic response frameworks, and context-aware intelligence. Delivers professional-grade assistance with zero hallucination and maximum relevance - comparable to leading enterprise AI solutions. Built for developers who demand excellence.

Enterprise AI

World-class personalization engine

Zero Hallucination

Enterprise-grade anti-fabrication safeguards

Strategic Intelligence

Context-aware suggestions with metrics

Lightning Performance

Built in Rust for maximum speed

Enterprise Grade
Open Source
Team Ready

Why Choose Logswise CLI?

Built for developers who want powerful, privacy-first tools

🧠 Enterprise AI Personalization

Advanced AI system with query intent recognition, urgency assessment, and strategic project portfolio analysis. Features chain-of-thought reasoning, contextual response frameworks, and professional excellence standards with zero hallucination.

📈 Strategic Intelligence

Context-aware suggestions with success metrics, stakeholder impact analysis, and adaptive response frameworks. Supports meeting prep, progress reporting, career advancement, and problem-solving with measurable outcomes.

🎯 Goal-Driven Development

Visual progress tracking with timeline intelligence, priority-based project categorization, and evidence-based recommendations. Aligns all suggestions with documented career goals and current challenges.

🤖 Intelligent Conversation AI

Professional-grade chat with conversation context awareness, sophisticated anti-hallucination safeguards, and enterprise communication standards. Never invents relationships or organizational details.

🔒 Zero Hallucination Framework

Enterprise-grade safeguards against fabricated information with advanced anti-hallucination instructions, context sanitization, and professional fact-checking mechanisms.

🚀 Enterprise Infrastructure

One-command database setup, comprehensive health diagnostics, 30-second timeouts with graceful error recovery, and production-ready reliability standards.

👥 Team Collaboration

Privacy-first architecture with your own Ollama and Supabase instances. Team dynamics analysis, stakeholder impact assessment, and professional transparency.

⚡ Performance Excellence

Built in Rust for maximum speed with intelligent caching, optimized queries, and lightning-fast semantic search. Short aliases and interactive workflows for peak productivity.

Quick Installation

Get up and running in minutes

1

Install Ollama

Download and install Ollama for local AI processing

curl -fsSL https://ollama.ai/install.sh | sh
2

Pull a Model

Download a language model for AI functionality

ollama pull llama3
3

Create Supabase Project

Create a Supabase project and get your credentials

# Visit app.supabase.com to create project
4

Install Logswise CLI

Install using Homebrew for easy setup and updates

brew tap k61b/tap brew install logswise-cli
5

🚀 One-Command Setup

Configure profile and automatically set up Supabase database

logswise-cli setup

New: Automatically creates database tables and schema!

6

⚙️ Initialize Database

Verify and complete Supabase database setup

logswise-cli init

Ensures: All database operations are complete and verified!

7

🧠 Enterprise AI Personalization

Configure advanced AI personalization for strategic intelligence

logswise-cli personalize

Unlocks: Professional context analysis, goal-driven development tracking, and adaptive communication styles!

How It Works

Simple commands, powerful results

$ logswise-cli n "Implemented user authentication"
📝 Note added successfully!

Take Notes Instantly

Use short commands to quickly capture thoughts, progress, and insights. Your notes are automatically embedded and stored for future context.

Get Smart Suggestions

Ask questions and get AI-powered suggestions based on your notes, profile, and context. Perfect for planning and problem-solving.

$ logswise-cli s "What should I focus on this week?"
💡 Based on your recent work, consider...
$ logswise-cli interactive
🎯 Welcome to Interactive Mode!
Choose: 1) Add Note 2) Get Suggestions 3) Chat...

Interactive Mode

Enter guided interactive mode for continuous workflows. Perfect for daily planning, retrospectives, and deep work sessions.

Enterprise AI Personalization

Configure advanced AI personalization with professional context, goal-driven development tracking, and communication style preferences for strategic intelligence and context-aware suggestions.

$ logswise-cli personalize
🧠 Setting up enterprise AI personalization...
✅ Professional context configured

Command Reference

All the tools you need at your fingertips

Core Commands

logswise-cli note "text"
Add a note to your collection
logswise-cli n "text"
Add a note (short alias)
logswise-cli suggestion "query"
Get AI-powered suggestions based on your context
logswise-cli s "query"
Get suggestions (short alias)
logswise-cli chat "message"
Start an interactive chat with AI
logswise-cli c "message"
Chat with AI (short alias)
logswise-cli personalize
🧠 Configure enterprise-grade AI personalization with professional context and communication preferences

Productivity

logswise-cli interactive
Enter guided interactive mode for continuous workflows
logswise-cli recent --count 10
Display your most recent notes
logswise-cli completions bash
Generate shell completions for enhanced productivity

System

logswise-cli setup
🚀 Configure profile and automatically set up database
logswise-cli init
⚙️ Initialize or verify database setup (requires existing config)
logswise-cli doctor
🔧 Run comprehensive health checks and database validation
logswise-cli stats
Display current configuration and statistics
logswise-cli guide
Show detailed usage guide and examples

🚀 What's New?

Latest improvements to make your workflow even smoother

🧠 Enterprise-Grade AI Personalization

Revolutionary AI system with advanced query intent recognition, chain-of-thought reasoning, and contextual response frameworks. Features professional excellence standards, zero hallucination safeguards, and strategic intelligence comparable to GPT-4 and Claude enterprise solutions.

Zero Hallucination Context-Aware Enterprise-Grade

📈 Strategic Response Frameworks

Adaptive response systems for meeting preparation, progress reporting, career advancement, and problem-solving. Each suggestion includes success metrics, stakeholder impact, and follow-up mechanisms.

🎯 Advanced Project Intelligence

Visual project portfolio analysis with priority categorization, goal-driven development tracking, and evidence-based recommendations aligned with your career objectives.

⚡ Automatic Database Setup

Zero-config database initialization with automatic Supabase table creation, schema validation, and smart fallback mechanisms. Get started in seconds, not hours.