litellm/ui/litellm-dashboard
devin-ai-integration[bot] da2f5a498f
feat(agents): support Databricks Agent Platform agents in the agent gateway (#45681)
* feat(agents): support Databricks Agent Platform agents in the agent gateway

Add a databricks_agent provider that speaks the MLflow ResponsesAgent wire
(Responses-shaped input, output_text items, output_text.delta SSE) to Model
Serving endpoints (/invocations or the unified /serving-endpoints/responses)
and Databricks Apps (/responses), with a PAT or OAuth M2M client credentials

Register it through the agents config block or the Admin UI agent catalog and
call it through /a2a/<agent> (message/send, message/stream) or model:
a2a/<agent> chat completions. The chat route now runs every completion-bridge
agent through its own provider, and attaches the minted Databricks OAuth token
for both bridge and URL agents. Consumed OAuth settings never reach the
provider call

* fix(agents): harden databricks_agent input, output, and OAuth handling

Non-text content parts answer 400 unless drop_params is set, a reply without
an output list answers 502, flat OAuth fields resolve an os.environ api_base,
the bridge debug log no longer echoes the request model, routing tests stub
only the HTTP boundary, and the catalog description fits the dropdown

* fix(agents): merge agent and client extra_headers on the a2a chat route, and reject an empty databricks_oauth block

* fix(agents): bridge only databricks_agent agents on the a2a chat route, keep the card url over a client api_base, and require workspace_url for a Databricks App

* refactor(agents): read the a2a chat bridge providers from a constants set instead of branching on a provider name

* fix(databricks_agent): let the configured credential win, reject malformed client extra_headers, and keep a missing endpoint name empty

* test(agents): drive the flat OAuth a2a send through the real bridge

* fix(agents): keep an empty databricks_oauth block ignored on url agents, as before this change

* fix(agents): accept bare App hosts, env service principals, and os.environ refs on Databricks agents

* fix(databricks_agent): address review caveats on chat bridging, params, and auth

Map max_tokens and max_completion_tokens to max_output_tokens and pass
temperature, top_p, and user, so /v1/messages works without drop_params.
Send A2A message metadata only with string values, answering 400 or
dropping the rest under drop_params. Join message items with a blank line
in both stream and non-stream replies. Cache the env service principal
token until shortly before it expires. Keep databricks_agent replies out
of the response cache.

On the chat bridge, let request fields win over the agent's stored params
while pinning the agent's api_base and api_key, and apply the agent's
static_headers between client and agent extra_headers, as /a2a does.
Resolve os.environ/ only for databricks_agent api_base and api_key instead
of every bridge provider. Ignore an unusable databricks_oauth block on URL
agents on chat, as at the merge base, instead of answering 400.

* test(internal_context): list the databricks agent token cache as process-local

* fix(databricks_agent): keep the agent's endpoint, input, and target out of client control

extra_body model and input answer 400, or are dropped under drop_params.
A client api_base or base_url never replaces the agent's card URL on the
bridge. Chat to a URL agent keeps its merge-base call, and an incomplete
databricks_oauth block on a URL agent keeps its merge-base ValueError.

* test(databricks): expect the merge-base 400 for a client api_base on agent chat

* fix(databricks): keep agent-owned inputs and identity headers out of a chat caller's reach

* fix(databricks): bound the agent-over-caller merge to two levels so it needs no recursion

---------

Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-10-15 12:42:06 -07:00
..
.agents/skills/url-state refactor(ui): route dashboard URL state through nuqs parsers (#44537) 2026-10-04 22:49:51 -07:00
public feat(ui): add the Airia guardrail to the Guardrail Garden with its logo (#46562) 2026-10-14 18:09:20 -07:00
scripts feat(ui): share trace drawer as a closable SidePanel and polish Lens (#44473) 2026-10-04 02:20:14 +00:00
src feat(agents): support Databricks Agent Platform agents in the agent gateway (#45681) 2026-10-15 12:42:06 -07:00
tests feat(helm): support a separate hostname per component in the componentized deploy (#46360) 2026-10-14 14:56:36 -07:00
vendor refactor(lens): connect LiteLLM to the independent Lens service (#45529) 2026-10-09 16:17:05 -07:00
.env.development
.env.production
.npmrc chore(build): move the Admin UI toolchain to Node 24 (#35801) 2026-08-04 12:36:07 -07:00
.nvmrc chore(build): move the Admin UI toolchain to Node 24 (#35801) 2026-08-04 12:36:07 -07:00
.prettierignore feat(ui): generate dashboard API types from the proxy OpenAPI spec (#29816) 2026-06-05 17:20:01 -07:00
.prettierrc
AGENTS.md docs(agents): ban semicolons and colons in human-facing text (#45684) 2026-10-09 16:36:32 -07:00
build_release_ui.sh
build_ui.sh chore(build): move the Admin UI toolchain to Node 24 (#35801) 2026-08-04 12:36:07 -07:00
build_ui_custom_path.sh chore(build): move the Admin UI toolchain to Node 24 (#35801) 2026-08-04 12:36:07 -07:00
components.json refactor(ui): switch shadcn primitives from Radix to Base UI (#32124) 2026-07-07 09:55:41 -07:00
eslint-budgets.json fix(ui): split the KeyActivityPanel condition chains to bring the lint budget back under its ceiling (#44114) 2026-10-01 18:42:12 -07:00
eslint-suppressions.json feat(ui): replace deployment warning banners with a health icon, alert banner and panel (#46498) 2026-10-14 18:32:40 -07:00
eslint.config.mjs feat(ui): replace deployment warning banners with a health icon, alert banner and panel (#46498) 2026-10-14 18:32:40 -07:00
knip.json fix(ui): register type-test files as knip entry points 2026-08-10 15:42:09 -07:00
next.config.mjs refactor(lens): connect LiteLLM to the independent Lens service (#45529) 2026-10-09 16:17:05 -07:00
package-lock.json refactor(lens): connect LiteLLM to the independent Lens service (#45529) 2026-10-09 16:17:05 -07:00
package.json refactor(lens): connect LiteLLM to the independent Lens service (#45529) 2026-10-09 16:17:05 -07:00
postcss.config.js feat(ui): shadcn migration foundation: Tailwind v4, shadcn init, antd cascade fix (#31995) 2026-07-02 19:02:27 -07:00
README.md
tsconfig.json test(e2e): move Admin UI Playwright suite to tests/e2e/ui (#34196) 2026-07-22 19:43:10 +00:00
tsconfig.production.json feat(traces): tracing development seed (#44363) 2026-10-03 09:59:51 +00:00
vitest.config.ts test(ui): split the vitest suite into unit, component, integration and type projects (#37488) 2026-08-19 20:40:14 +00:00

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