An open-source personal AI assistant that can search documents and the web, supports multiple LLM models, and has intelligent search, dialogue, and automation capabilities.

Khoj AI - Detailed Introduction to the Open-Source Personal AI Assistant

Project Overview

Khoj is a personal AI application designed to augment your capabilities. It can smoothly scale from on-device personal AI to cloud-based enterprise-level AI. This is an open-source project focused on providing users with intelligent document search, knowledge management, and AI conversation features.

Core Features

🤖 Multi-Model AI Conversation

• Compatible with Multiple LLM Models: Supports local and online LLM models, including:
  • llama3, qwen, gemma, mistral
  • gpt, claude, gemini, deepseek
• Intelligent Conversation: Enables natural conversations with any supported language model

📚 Intelligent Document Search

• Multi-Format Document Support:
  • Image files (JPEG, etc.)
  • PDF documents
  • Markdown files
  • Notion pages
  • Word documents
  • Org-mode files
  • GitHub repositories
• Semantic Search: Quickly find relevant documents using advanced semantic search technology
• Web Search: Can retrieve answers from the internet and personal documents

🛠️ Custom Agent System

• Personalized Agents: Anyone can now create custom agents with adjustable personalities, tools, and knowledge bases
• Role Customization: Create agents with custom knowledge, personality, chat models, and tools to take on any role

🔄 Automation Features

• Intelligent Automation: Automate repetitive research tasks
• Personal Communication: Get personal newsletters and smart notifications delivered directly to your inbox
• Research Mode: Try experimental research mode by adding /research before any message

🎨 Multimedia Features

• Image Generation: Supports generating images
• Voice Features: Can speak aloud and play your messages
• Multi-Platform Access: Supports access via browser, Obsidian, Emacs, desktop application, mobile, and WhatsApp

Deployment Methods

Cloud Service

• Ready-to-Use Service: Access https://app.khoj.dev to use directly, no setup required

Private Deployment

• Local Installation: Supports private deployment on personal computers
• Enterprise Solutions: Offers cloud services, on-premises deployment, or hybrid solutions
• Open-Source Nature: Khoj is open-source and self-hostable. Always.

Technical Architecture

Core Technologies

• Vector Search Technology: Uses advanced vector search and LLM technologies
• Semantic Understanding: Able to understand and process natural language queries
• Document Processing: Can process hundreds of documents at once

Performance

Khoj performs excellently in modern retrieval and reasoning benchmarks, providing users with reliable and accurate answers.

Use Cases

Personal Knowledge Management

• Second Brain: Serves as a personal AI second brain, managing and searching personal knowledge
• Document Organization: Intelligently organizes and searches documents in various formats
• Research Assistant: Assists in in-depth research and information gathering

Enterprise Applications

• Team Collaboration: Supports team-level knowledge sharing and management
• Enterprise Search: Quickly find relevant information in enterprise documents
• Workflow Automation: Automates repetitive research and information gathering tasks

Integration and Expansion

Editor Plugins

• Obsidian Plugin: Deep integration with the Obsidian note-taking application
• Emacs Support: Provides dedicated integration for Emacs users

API and Development

• Developer-Friendly: Provides API interfaces for developers to integrate
• Community Contributions: Active open-source community, continuously improving and adding new features

Quick Start

Cloud Usage

1. Visit https://app.khoj.dev
2. Register an account and start using
3. Upload documents or start a conversation directly

Self-Hosted Deployment

1. View the documentation: https://docs.khoj.dev/get-started/setup
2. Follow the installation guide for deployment
3. Configure the required LLM models and document index

Summary

Khoj AI is a powerful and flexible open-source personal AI assistant that combines advanced AI technology, intelligent search capabilities, and a user-friendly interface. Whether for personal or enterprise users, Khoj can improve the efficiency of knowledge management and information retrieval. Its open-source nature and diverse deployment options make it an ideal choice for building personal or enterprise AI solutions.