ai-partner-chat

What problem does it solve?

This Skill eliminates generic AI interactions by providing a personalized AI partner that remembers your context, preferences, and past notes. It ensures every conversation is relevant, in-depth, and tailored to your unique knowledge base, saving you time from repeating yourself or providing background information.

Core Features & Use Cases

• Personalized Conversations: Integrates user and AI personas to adapt communication style and tone, creating a more natural and effective dialogue.
• Context-Aware Responses: Utilizes vectorized personal notes to retrieve and reference your previous thoughts, ideas, and knowledge, ensuring coherent and informed replies.
• AI Agent Chunking: Dynamically analyzes the format of your notes (e.g., daily logs, structured documents) and generates optimal chunking strategies on-the-fly for precise information retrieval.
• Use Case: Imagine you're a researcher with extensive notes. Your AI partner can recall specific insights from your past work, suggest connections between ideas, and help you brainstorm, all while maintaining a consistent understanding of your ongoing projects and learning style.

Quick Start

1. Set up your Python environment and install dependencies.
2. Create config/user-persona.md and config/ai-persona.md from the provided templates.
3. Place your Markdown notes in the notes/ directory.
4. Initialize the vector database by running python scripts/chunk_and_index.py.
5. Start a personalized conversation with your AI partner, asking questions or discussing topics, and observe how it references your notes and persona.