karhu 2.0.0

An AI assistant with PDF processing, web browsing, and speech capabilities

Karhu AI Assistant CLI

Karhu is a powerful command-line AI assistant designed for productivity, research, and creative tasks. It supports file and document processing, web browsing, contextual conversations, speech synthesis, and advanced profile/model management—all from your terminal.

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Table of Contents

• Features
• Installation
• Configuration
• Usage
  • CLI Options
  • Interactive Mode
  • Example Commands
• Profiles and Models
• Speech and Voice Features
• Context Management
• Module Reference
• Testing
• Contributing
• License

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Features

• File & Document Processing: Read and process PDF, text, and other files.
• Web Browsing & Search: Browse web pages and perform web searches directly from the CLI.
• Contextual Conversations: Maintain, save, and manage conversation context for seamless multi-turn interactions.
• Profile & Model Management: Switch between AI models and conversational profiles (e.g., coding, creative, academic, therapist).
• Speech Synthesis & Recognition: Text-to-speech (TTS) and speech-to-text (STT) support, including multiple voice engines.
• Interactive Mode: Chat with Karhu in a conversational loop with command autocompletion and history.
• Robust Error Handling: Graceful error messages and recovery for all operations.
• Extensible: Modular design for easy addition of new features and integrations.

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Installation

1. Clone the repository:

   git clone https://github.com/yourusername/karhu-cli.git
   cd karhu-cli
   

2. Install dependencies:

   pip install -r requirements.txt
   

   (If using a virtual environment, activate it first.)

3. (Optional) Install extra system dependencies for TTS/STT features (see Speech and Voice Features).

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Configuration

Karhu uses JSON configuration files in src/karhu/config/:

• models.json: Define available AI models and their parameters.
• profiles.json: Define conversational profiles (e.g., coding, creative, therapist).
• system_prompt.json: Set the default system prompt for the assistant.

You can customize or add new profiles and models by editing these files.

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Usage

CLI Options

Run Karhu from the project root:

python src/karhu/cli.py [OPTIONS]

Main options:

• --query, -q <question>: Ask a direct question.
• --interactive, -i: Start interactive chat mode.
• --file, -f <path>: Process a specific file.
• --files, -ff <directory>: Process all files in a directory.
• --web, -w <url>: Browse a web page.
• --search, -s <query>: Perform a web search.
• --model, -m <name>: Select AI model.
• --profile, -P <name>: Select conversational profile.
• --setsprompt <prompt>: Set a custom system prompt.
• --save: Save conversation context.
• --clear, -c: Clear current context.
• --list-models: List available models.
• --list-profiles: List available profiles.
• --voices: List TTS voices.
• --kokoro-voices: List Kokoro TTS voices.
• --kokoro-blend <indices>: Blend Kokoro voices.
• --help-commands: Show all available commands.

Interactive Mode

Start with:

python src/karhu/cli.py --interactive

Features:

• Command autocompletion and history.
• All CLI and special commands available as !command (see below).

Interactive Commands

• !model [name] — Switch AI model.
• !list_models — List models.
• !profile [name] — Switch profile.
• !list_profiles — List profiles.
• !create_profile [name:prompt] — Create a new profile.
• !system_prompt — Show current system prompt.
• !setsprompt [prompt] — Set system prompt.
• !file [path] — Read a file.
• !files [directory] — Read all files in a directory.
• !browse [url] — Browse a web page.
• !search [query] — Web search.
• !context_size — Show context size.
• !context_info — Show context details.
• !optimize_context — Summarize/optimize context.
• !search_context [query] — Search within context.
• !chunk [id] — List/retrieve document chunks.
• !save — Save conversation.
• !clear — Clear context.
• !clearall — Clear all context/history.
• !lazy — Toggle speech-to-text mode.
• !speak — Toggle text-to-speech mode.
• !voices — List TTS voices.
• !voice [index] — Change TTS voice.
• !kokoro — Toggle Kokoro TTS.
• !kokoro_voices — List Kokoro voices.
• !kokoro_voice [index] — Change Kokoro voice.
• !kokoro_blend [indices] — Blend Kokoro voices.
• !help — Show help.
• !quit — Exit.

Example Commands

• Process a PDF:

  python src/karhu/cli.py --file path/to/file.pdf
  

• Web search:

  python src/karhu/cli.py --search "What is quantum computing?"
  

• Switch to therapist profile in interactive mode:

  python src/karhu/cli.py --interactive --profile therapist
  

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Profiles and Models

Karhu supports multiple AI models (e.g., GPT-4o, Claude, Gemma) and conversational profiles (e.g., coding, creative, academic, therapist, funny, sarcastic, chill). You can switch or create new ones at runtime.

• List models: !list_models
• Switch model: !model <name>
• List profiles: !list_profiles
• Switch profile: !profile <name>
• Create profile: !create_profile name:prompt

Profiles are defined in src/karhu/config/profiles.json.

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Speech and Voice Features

• Text-to-Speech (TTS): Use !speak, !voices, !voice [index] to enable and select voices.
• Kokoro TTS: Advanced TTS engine with voice blending (!kokoro, !kokoro_voices, !kokoro_voice, !kokoro_blend).
• Speech-to-Text (STT): Use !lazy to toggle speech input mode.

Note: Some features may require additional system dependencies (e.g., espeak, ffmpeg, or platform-specific TTS engines).

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Context Management

• Save context: !save
• Clear context: !clear
• Clear all: !clearall
• Show context size/info: !context_size, !context_info
• Optimize context: !optimize_context
• Search context: !search_context [query]
• Chunking: !chunk [id] for large documents

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Module Reference

• ai_assistant.py: Core assistant logic and LLM interaction.
• cli.py: Command-line interface and argument parsing.
• interactive.py: Interactive chat mode.
• model_manager.py: Model selection and management.
• profile_manager.py: Profile selection and management.
• context_manager.py: Context storage, retrieval, and optimization.
• document_processor.py: File and document parsing.
• web_browser.py: Web browsing and search.
• TextToSpeech.py / SpeechToText.py / kokorotts.py: Speech synthesis and recognition.
• Display_help.py: Command help and documentation.
• Errors.py: Error handling and reporting.
• config_parser.py: Configuration file parsing.
• globals.py: Global state and settings.

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Testing

Run all tests with:

pytest

Tests are located in the tests/ directory and cover core modules and features.

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Contributing

1. Fork the repository and create a new branch.
2. Add your feature or fix.
3. Write or update tests as needed.
4. Submit a pull request with a clear description.

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License

This project is licensed under the MIT License.

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For questions or support, please open an issue on GitHub.