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Product Notebook Chat

Your Notebook, Now with a Brain

Conversational AI inside Jupyter, Colab, and VSCode — with dynamic memory, task orchestration, and governed execution.

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AI inside notebooks shouldn’t just

It should accelerate experiments, organize workflows, and intelligently refactor your ideas on the fly.

Calliope Notebook Chat goes beyond surface-level chat — it turns your notebooks into live, intelligent collaborators.

If you’re stuck with:

  • You’re not collaborating — you’re gambling.
  • One-shot chat responses that forget your workflow after every prompt
  • Magics that inject code without understanding your project structure
  • Zero control over what AI modifies, runs, or consumes in your environment

Calliope embeds structured, governed, memory-aware agents directly into your notebooks.

Chat naturally with your environment.

Request code generation, dynamic refactoring, experiment retries, visualization suggestions — all scoped, versioned, and fully auditable.

Features

01

Live Contextual Collaboration

Dynamic conversational agents integrated with Jupyter, Colab, and VSCode Multi-turn memory aware of variables, models, datasets, and past outputs Conversational control over re-running, annotating, refactoring, or parameterizing cells

Live Contextual Collaboration
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02

Safe, Governed Code Execution

Scoped kernel access with resource guards and operation policies Action logging and rollback diffs for every AI-initiated notebook change Configurable permissions: allow suggestions, executions, or fully autonomous task runs — your choice

Safe, Governed Code Execution
(screenshot)
03

Multi-Model Orchestration

Hot-swap between OpenAI, Anthropic, HuggingFace, and custom LLMs contextually Fine-tuned model routing based on task type (e.g., code generation, data summarization, query optimization) Embed retrieval augmentation mid-conversation for smarter code and analysis suggestions

Multi-Model Orchestration
(screenshot)

Calliope Notebook Chat brings structured autonomy to the heart of your experiments — combining the flexibility of open-ended conversation with the rigor of governed, reproducible execution.

Because real AI development demands more than cell magic — it demands intelligence, control, and velocity.

Collaborate Smarter Inside Your Notebooks