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How to run a deep research loop under fixed budgets with ENZO

Let ENZO write its own queries, read results and stop, without burning your key.

Short answer: Start ENZO with docker compose up -d and open http://localhost:5001; then paste a provider key in the Vault so Research mode has a model to call; open Research mode and enter the question you want answered. All steps.

Who it is forA researcher who needs a sourced summary on a topic and wants spending capped in advance.

The problemManual research across many queries is slow, and open-ended agent loops can run up a provider bill.

The outcomeA research answer produced by a loop that stops when it decides it is done, inside its hard budgets.

What you need first

  • Docker with Docker Compose, or a free Google account for the Colab route
  • At least one provider API key, such as OpenRouter, Google AI Studio or NVIDIA NIM
  • A browser to open the app and paste keys into the Vault

Steps

  1. Start ENZO with docker compose up -d and open http://localhost:5001.
  2. Paste a provider key in the Vault so Research mode has a model to call.
  3. Open Research mode and enter the question you want answered.
  4. Read the final output and check the cited material it reports before using it.

Prompt for your agent

Using the repo theguysudo/ENZO at http://localhost:5001, start Research mode on this question: <research-question>. Expected output: a research answer that states when the loop stopped. Verify the answer lists the sources it read before you rely on any claim.

Caveat. The README describes the budgets as hard limits but does not state their values, so check the docs before a large run.

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Using the Deduped MCP, get the setup steps for theguysudo/ENZO and "Run a deep research loop under fixed budgets"

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