Grok + Hierarchy Grokyarchy!
A serious productivity booster for Grok Super-Users.
Grok + Hierarchy Grokyarchy!
A serious productivity booster for Grok Super-Users.
Grokyarchy is a hierarchical context window manager for Grok.
Manages multiple chat sessions in a natural way that reflects how humans organize complex topics.
Allows rapid switching between topics while preserving context and continuity.
Optimizes context window usage, allowing reduced costs, improved response time and improved response quality.
Mind-Map meets Grok
Mind-Map
Grokyarchy presents itself as a Mind-Map, allowing natural organization of complex topics.
Each Mind-Map Node is its own chat session, complete with chat history and associated context files.
Navigate between sessions like lightning! Mouse/pad allows zooming/panning/selecting while the keyboard allows relative traversal (more or less detailed sessions, or tangential topics..)
Context Window
Grokyarchy's super-power is its ability to accumulate a context window from the Mind-Map.
- Improved Contextual Relevance: By inheriting context from parent nodes, the AI can maintain a more coherent understanding of the conversation or task, reducing the need to re-explain prior details and keeping responses tightly aligned with the discussion's progression.
- Reduced Redundancy: Instead of repeating information across nodes, the hierarchical structure allows Grok to build on existing context, minimizing CW bloat. This means less redundant data processing, which can enhance efficiency and lower computational costs.
- Enhanced Recall and Organization: The hierarchy enables Grok to trace back through the mind map to retrieve specific context, improving recall accuracy and providing a structured way to navigate complex topics without losing track.
- Scalable Performance: As the mind map grows, inherited context allows Grok to handle larger, multi-layered conversations without overwhelming the context window. This scalability can maintain performance even with extensive project details or file attachments per node.
- Cost Efficiency: By leveraging inherited context rather than starting fresh or duplicating data in each interaction, you reduce the amount of new input required, potentially lowering API usage costs as Grok's pricing scales with context size.
Chat Management
Grokyarchy offers advanced options for editing the Chat History: clearing, pruning, do/undo stack, rapid recall of previous prompts.
Full control of the chat history allows for compact and focused context windows. If you didn't get the response you wanted.. undo and resubmit a revised prompt. If you want the node to stay focused, prune distracting prompts and response from the session history.
Context Files
Each node supports attaching files for detailed context. Currently supporting text files.. images to come.
Agentic
Grok can help you create your Mind-Map.. simply make a prompt request for a new node or even a complete mind-map.. "Make a mind-map that will help me become a Rubik's-Cube master" and sit back and watch the Mind-Map grow into a lesson plan.
Proxy
Grokyarchy proxy! Say that five times fast... As a proxy service, Grokyarchy can be injected into any existing application or service that binds to openai API, including many chatbot, discord bots, content generators, code assistants, agentic productivity/workflow engines, ...
Simply add'[Grokyarchy: {your node id}]' into a prompt, and all the context of that mind-map node is injected into the host application. A great way to offer versioned context, bespoke context, prototype context, what-if context, alternate constraints context, custom workflow context, ...
Status
Grokyarchy is patent pending and currently in a MVP State. While applicable to any AI LLM, it is presented as a mockup of how it might look if integrated into the Grok web interface. Including a split panel with the left side as an interactive mind map to navigate to a desired chat node/session or to create new nodes/sessions. The right side is a chat interface similar to Grok's current chat interface with several enhancements to enable chat history management.