5da149b45f
* fix(bedrock): route GPT-6 family and prefixed OpenAI inference profiles, size their 1M window An enterprise deployment on provider bedrock with model us.openai.gpt-6.1-sol compressed at 96,000 tokens with a 400K compression cap configured. Three gaps, all on origin/mainc53536929e: 1. agent/bedrock_adapter.py:77-79 BEDROCK_OPENAI_RESPONSES_MODEL_IDS held the GPT-5.5 and GPT-5.6 IDs only (unchanged since16476fad10). AWS now publishes cards for GPT-6 Astra, GPT-6 Sol, GPT-6 Luna and GPT-6.1 Sol. 2. agent/bedrock_adapter.py:165-167 is_openai_bedrock_model was an exact set match, so us.openai.gpt-5.6-sol returned False while openai.gpt-5.6-sol returned True. Every cross-Region inference profile of a Bedrock OpenAI model was misclassified. 3. agent/bedrock_adapter.py:1169-1195 BEDROCK_CONTEXT_LENGTHS had no GPT-6 rows, so get_bedrock_context_length fell to the 128,000 default silently (the fallback WARNING fired only for application-inference-profile ARNs). agent/context_compressor.py:1181 applies the 75% small-window floor, which is exactly the observed 96,000. Per the AWS model cards (model-card-openai-gpt-6-1-sol.html and siblings): the bare openai.* ID is served in-Region by bedrock-mantle (Responses, Chat Completions, no geo or global IDs), and the us./global. profile IDs are served by bedrock-runtime where Converse is listed as supported. GPT-6.1 Sol states a 1M context window with 131,072 max output tokens, the other cards state 1,050,000. 272K on these cards is the long-context pricing tier boundary, not the window. Changes - parse_bedrock_openai_model_id(model_id) -> (bare_id, profile_prefix) | None. is_openai_bedrock_model is True for every endpoint form of an allowlisted ID, GPT-OSS stays False. New bedrock_openai_uses_mantle is True only for the bare in-Region ID. Both callers (hermes_cli/runtime_provider_backends.py primary, agent/auxiliary_client.py auxiliary) route Mantle on that predicate and keep prefixed IDs on Converse via bedrock-runtime, the path AWS documents for them. The Claude profile-prefix regex now derives from the same prefix tuple. - GPT-6 generation added to the allowlist, the static picker catalog and the context table. OpenAI rows sized from the cards (6.1 Sol 1,000,000, others 1,050,000). The table/metadata pairing test covers the new rows. - get_bedrock_context_length logs one WARNING per model ID per process when the static default is used for any ID, naming the model, the value, that it is a fallback, and the model.context_length override. - website/docs/guides/aws-bedrock.md: route table, model table and the cross-Region note describe both endpoint forms. The empty compression summary the deployment also reported is not addressed here. Converse is a valid path for the prefixed ID, so routing does not explain it, and no request trace exists yet. * chore(bedrock): keep auxiliary_client.py within its code-health line cap Rewrap the _build_bedrock_client docstring back to two lines so the file does not grow past its value on main (code health ratchet, FILE_LINES). --------- Co-authored-by: unsupportedpastels <theoldwizard123@pm.me>
Website
This website is built using Docusaurus, a modern static website generator.
Reading the docs on GitHub? The Markdown under
docs/is authored for the rendered site at https://hermes-agent.nousresearch.com/docs/. Cross-page links are relative Markdown paths, so they follow through on GitHub's file viewer too. Every page on the site has an Edit this page link that opens the source file here.
Authoring links in docs/
- Link to another page with a relative Markdown path, anchors included:
[Profiles](../user-guide/profiles.md),[Bundles](../user-guide/features/skills.md#skill-bundles). Docusaurus turns the file path into the page route; GitHub follows the same path. Site routes (/user-guide/profiles,/docs/user-guide/profiles) only work on the rendered site — GitHub resolves them as repository paths and 404s, and the/docs/form also emits/docs/zh-Hans/docs/...404s in the zh-Hans build becausebaseUrlis already/docs/. python3 website/scripts/check_doc_links.pyfails on any route-style link in hand-authored pages (EN and the zh-Hans mirror);--fixrewrites them. It runs in theDocs Site Checksworkflow. Generated pages (user-guide/skills/{bundled,optional},reference/*skills-catalog.md) are produced byscripts/generate-skill-docs.py, which emits the same relative form.- Pin
{#anchor}on cross-linked headings so the zh-Hans mirror keeps the same id.
Installation
yarn
Local Development
yarn start
This command starts a local development server and opens up a browser window. Most changes are reflected live without having to restart the server.
Build
yarn build
This command generates static content into the build directory and can be served using any static contents hosting service.
Deployment
Using SSH:
USE_SSH=true yarn deploy
Not using SSH:
GIT_USER=<Your GitHub username> yarn deploy
If you are using GitHub pages for hosting, this command is a convenient way to build the website and push to the gh-pages branch.
Diagram Linting
CI runs ascii-guard to lint docs for ASCII box diagrams. Use Mermaid (````mermaid`) or plain lists/tables instead of ASCII boxes to avoid CI failures.