# NousResearch/hermes-agent · LiteLLM context length detection improvements

## Open now

- 1 issue, 1 PR open on GitHub.
- #8465: \[Feature\]: Proper Litellm support
- PR #38196: feat: probe litellm /model/info for context_length when /v1/models omits it

These issues and pull requests address detecting and resolving context window sizes for LiteLLM and custom model endpoints, including fuzzy matching, provider-aware resolution, and probing additional API endpoints for missing context length information.

## TL;DR

- 4 member(s): 1 open issue(s), 0 closed issue(s), 1 open PR(s), 0 merged PR(s), 2 PR(s) closed without merging.
- No fix has been merged to main; one or more PRs were attempted (see below).
- **Recommended:** review the prior/competing PR(s) below. A fix was attempted but not merged; your case may extend or revive that work.

## Maintainer resolution verdict

- Internal-tracker verdict over this cluster's issue members: `unresolved`. This is distinct from the fix status above. Weigh it yourself.

## How this cluster was grouped

- Link evidence (`STRUCTURAL_SPANNING`): every member is connected by structural evidence: shared changed files, or a closing/superseded reference.
- Pairwise link density `0.50`: the share of member pairs that carry a link, counting a structural link in full and a relevance-only link at 0.36. `1.00` means every pair is linked.

## Open related issues

- #8465: \[Feature\]: Proper Litellm support

## Prior & competing PRs

- **#8494: fix(agent): improve LiteLLM context length detection**. closed without merge
  - maintainer direction: category `silent_close`; implication `active`
- **#8509: feat(agent): add LiteLLM-aware context window detection for custom providers **. closed without merge
  - maintainer direction: category `uncategorized`; implication `needs_llm`; refs `2e61de063`, `#8465`, `#8509`, `#8494`, `#38196`
- **#38196: feat: probe litellm /model/info for context_length when /v1/models omits it**. open
  - maintainer direction: category `uncategorized`; implication `needs_llm`
  - files: `agent/model_metadata.py`

## Fix status

- No merged fix on record.
- Subsystem: `agent`