Academy → Using HermesOfficial documentation · clear explanation

Provider Routing

مزوّدو النماذج Routing

Intermediate9 minutes3 questions2026-08-09
The idea in one minute

Start with meaning, then move to detail.

This lesson explains Provider Routing as part of extending Hermes and connecting external tools. You will learn what it does, when it matters, and the smallest safe test that proves it works.

If you are new

If you are new, do not memorize names. Focus on three questions: what problem does this solve, what access does it need, and how can you verify the result?

For hands-on use

For practice, inspect the first example, identify its effects, run it on test data, and compare the result with the source claim.

For specialists

For advanced readers, inspect Configuration, Options, sort, then verify failure modes and version compatibility.

What do you need first?

Complete installation and one successful task before adding new capabilities.

What will you know?

A clear outcome before you read.

  • Understand Provider Routing without assumed prior knowledge.
  • Separate the source description from what still needs testing in your environment.
  • Read the first command and identify its inputs and outputs before copying it.
Lesson terms

Short definitions before the details.

Provider
The service that runs or provides access and authentication to a model.
Official page description

Configure OpenRouter or Nous Portal provider preferences to optimize for cost, speed, or quality.

Topic map

What does the source say, and in what order?

  1. 01
    Configuration

    Start here to understand the core idea or structure.

  2. 02
    Options

    Read this after the foundation, then connect it to the previous step.

  3. 03
    sort

    Read this after the foundation, then connect it to the previous step.

  4. 04
    only

    Read this after the foundation, then connect it to the previous step.

  5. 05
    ignore

    Read this after the foundation, then connect it to the previous step.

  6. 06
    order

    Read this after the foundation, then connect it to the previous step.

  7. 07
    requireparameters

    Read this after the foundation, then connect it to the previous step.

  8. 08
    datacollection

    Read this after the foundation, then connect it to the previous step.

  9. 09
    Practical Examples

    Read this after the foundation, then connect it to the previous step.

  10. 10
    Optimize for Cost

    Finish here to verify the result and special cases.

Examples from the official page

Copy only after you understand the effect.

provider_routing: sort: "price" # How to rank providers only: [] # Whitelist: only use these providers ignore: [] # Blacklist: never use these providers order: [] # Explicit provider priority order require_parameters: false # Only use providers that support all parameters data_collection: null # Control data collection ("allow" or "deny")
provider_routing: sort: "price"
provider_routing: only: - "anthropic" - "google"
Try it now

Read the first command and identify its inputs and outputs before copying it.

Match every command to your installed Hermes version, review the files and accounts it can reach, and use non-sensitive data for the first test. If this explanation differs from the source, the official source wins.

Knowledge check

Three decisions before completion.

1. What is the source of truth when “Provider Routing” changes?
2. What is the best way to apply this lesson?
3. What should happen before a step can modify files or an external account?