Knoku vs Margarita

Knoku turns your docs into an AI assistant your users can actually talk to.

Margarita is an agentic scripting tool where you write plain text scripts, with state, loops, and LLM calls, and run them against any model.

About Knoku

Knoku turns your docs into an AI assistant your users can actually talk to. Answer everywhere with citations, and see what your docs are missing. Track deflection, traffic, repeated questions, and knowledge gaps in one place. See how many questions were answered before they became tickets, across every channel. Find the repeated questions and knowledge gaps your team should fix next. Track where users ask from and which channels create the most support demand. GitHub sync Connect a GitHub repo and sync Markdown docs into your index, kept current on each commit, with citations back to the file on GitHub.

About Margarita

Margarita is an agentic scripting tool where you write plain text scripts, with state, loops, and LLM calls, and run them against any model. Margarita, Writing agents should be as easy as writing markdown. No more fighting with your prompt to make it follow your workflow steps. // These are variables @state score = 3 @state feedback = "" // This is Markdown. It is added to the Context Window // score gets substituted and score/feedback are set by the llm.