Provider Runtime Resolution
مزوّدو النماذج Runtime Resolution
Start with meaning, then move to detail.
This lesson explains Provider Runtime Resolution as part of Hermes internals and extension points. You will learn what it does, when it matters, and the smallest safe test that proves it works.
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 practice, open the source, choose one section, and write an expected result before changing configuration.
For advanced readers, inspect Resolution precedence, Providers, Output of runtime resolution, then verify failure modes and version compatibility.
Know Python, Git, and basic project structure before changing code.
A clear outcome before you read.
- Understand Provider Runtime Resolution without assumed prior knowledge.
- Separate the source description from what still needs testing in your environment.
- Write one sentence describing what should change after applying this topic.
Short definitions before the details.
- Provider
- The service that runs or provides access and authentication to a model.
- Gateway
- The process that connects Hermes to channels such as Telegram or Discord and routes messages.
How Hermes resolves providers, credentials, API modes, and auxiliary models at runtime
What does the source say, and in what order?
- 01Resolution precedence
Start here to understand the core idea or structure.
- 02Providers
Read this after the foundation, then connect it to the previous step.
- 03Output of runtime resolution
Read this after the foundation, then connect it to the previous step.
- 04Why this matters
Read this after the foundation, then connect it to the previous step.
- 05AI Gateway
Read this after the foundation, then connect it to the previous step.
- 06OpenRouter, AI Gateway, and custom OpenAI-compatible base URLs
Read this after the foundation, then connect it to the previous step.
- 07Native Anthropic path
Read this after the foundation, then connect it to the previous step.
- 08OpenAI Codex path
Read this after the foundation, then connect it to the previous step.
- 09Auxiliary model routing
Read this after the foundation, then connect it to the previous step.
- 10Fallback models
Finish here to verify the result and special cases.
Write one sentence describing what should change after applying this topic.
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.