litellm/ui
Devin Gupta 216041e243
feat(decisions): add Parallel AI web-grounded decisions (#49188)
* feat(decisions): add Parallel AI web-grounded decisions

* fix(decisions): name the Parallel model decision

* fix(parallel_ai): restrict environment credentials to trusted decision endpoints

* fix(decisions): keep Parallel evidence fields off other providers and handle missing confidence

Only fields a provider names reach the OpenAI response, so existing providers keep
their base shape. A malformed api_base answers 400 on both credential paths. The
complexity router classifier and the Playground handle a provider that omits
confidence. Regenerates the lazy OpenAPI snapshot and the dashboard API types

* chore(cost-map): declare the Decisions routes on parallel_ai/decision

The provider endpoint files are generated from the cost map, so the row must
name both routes for the generated System One flag to hold

* fix(decisions): report no classifier confidence when a provider omits it

A choice answer with no confidence is a valid classifier answer, so the
complexity router picks its tier and leaves classifier_confidence and the
confidence signal out instead of reporting a different metric in its place.

Also show the Parallel AI logo in the provider picker and add a Parallel
translation fixture captured from the live API for both Decisions routes.

* fix(decisions): keep a token-priced row on token billing when it also sets a query price

A plain input_cost_per_query bills flat only on a row with no token price, and input_cost_per_query_decisions always bills flat, so a custom Decisions row that already bills tokens costs the same as before this PR

* fix(decisions): bill a deployment's query price and accept Parallel bases that end in a route

A proxy request logs through an object built before the router picks the deployment, so a query price on litellm_params never reached Decisions billing. Parallel Search accepts a base ending in /v1/search and shares PARALLEL_AI_API_BASE with Decisions, so Decisions now accepts that base and one ending in /v1/decisions.

* fix(decisions): keep per-query billing and optional confidence on Parallel only

A query price on any other Decisions provider moved that provider off token
billing, and a choice or score answer with no confidence became a 200 with a
null for every provider. Both now apply to Parallel alone, so other providers
bill and fail as they do on main.

A Parallel deployment with explicit zero token rates and a query price read as
free, so every budget check was skipped while it billed per call. It now counts
as priced.

The dashboard key for Parallel is now PARALLEL_AI so a served bundle that
predates the provider still sends parallel_ai as the provider slug, and the
README table lists the provider.

---------

Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-11-03 04:47:02 +00:00
..
docker-entrypoint.d feat(helm): support a separate hostname per component in the componentized deploy (#46360) 2026-10-14 14:56:36 -07:00
litellm-dashboard feat(decisions): add Parallel AI web-grounded decisions (#49188) 2026-11-03 04:47:02 +00:00
Dockerfile build(docker): refresh base images and ship only runtime files in component images (#48279) 2026-10-24 22:33:45 -07:00
nginx.conf feat(helm): support a separate hostname per component in the componentized deploy (#46360) 2026-10-14 14:56:36 -07:00