> ## Documentation Index
> Fetch the complete documentation index at: https://docs.getbifrost.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# v1.5.7

> Enterprise v1.5.7 changelog - 2026-07-30

<Update label="Bifrost Enterprise" description="v1.5.7">
  ## Changelog

  This release adds temporary per-user budget overrides with cluster-safe propagation, automatic virtual key attachment for identity-authenticated requests without an explicit key, and a redesigned Access Profile editor with per-model rate limits. It also fixes a class of multi-node budget/rate-limit accounting bugs (phantom usage on override edits, drifting reset times, cloning double-counts) and closes several identity/SCIM correctness gaps.

  ## ✨ Features

  * **Per-User Budget Overrides** - Admins can temporarily raise or lower a user's effective access-profile budget from the User Detail Sheet, in "cycles" or "forever" mode, gated behind the `AccessProfiles.Update` permission. Overrides propagate cluster-wide, survive access-profile cloning and propagation, and are correctly reconciled when a node joins or rejoins the cluster mid-override.
  * **Auto-Attach Virtual Key for Identity-Authenticated Requests** - Inference requests authenticated via an identity provider but arriving without an explicit virtual key now automatically resolve and attach the user's first active, non-expired access-profile-managed VK, so governance and billing still attribute usage correctly.
  * **Access Profile Editor Redesign** - The Access Profile editor and detail view now use a collapsible outline/tree layout instead of an accordion, with compact meta chips, an "All models" toggle, MCP tool access details, and read-only workspace-level budget context shown inline on each provider row.
  * **Per-Model Rate Limits on Access Profiles** - Access profile provider model budget groups now support per-model rate limits (tokens and requests) alongside existing per-model budgets, with usage hydrated live from the generated model config and surfaced in the User Detail Sheet's three-level Rate Limits hierarchy.
  * **Blocked Models and Weight on Access Profiles** - Access Profile per-provider configs gained a `blacklisted_models` denylist and a `weight` load-balancer seed, matching the fields already available on standalone Virtual Keys.
  * **Async Role Attach/Detach** - Attaching or detaching a role from more than 100 users is now offloaded to a background job with live WebSocket progress in the Role Sheet, instead of blocking the request.
  * **SCIM Provider Lifecycle Endpoints** - Added dedicated `POST` (create) and `DELETE` endpoints for SCIM providers, so the setup wizard no longer silently creates providers via `PUT`; `PUT` on a non-existent provider now returns `404`, and `DELETE` on an active provider returns `409` until it is disabled.
  * **SCIM Reliability Improvements** - SCIM group-membership reconciliation is now batched with async offload for large groups, group deletes offload to a background job, PATCH requests apply mixed replace/add/remove operations correctly and no longer clear unrelated attributes, and SCIM-provisioned team-to-business-unit edges carry provenance metadata so OIDC claim syncs cannot clear them.
  * **Identity Resolution Fallback and Caching** - Local user resolution now falls back to email when an IdP `sub` does not match, adds a cluster-evicted in-memory identity cache to avoid a DB round-trip per request, and fails closed on unresolvable identities under enforcement.
  * **Cluster-Wide Model Refresh** - Pressing "Refresh models" on one node now propagates the refresh to every peer via a new gossip entity type, instead of only updating the local node's catalog.
  * **Guardrail Providers** - Added Lakera Guard v2 and Repello Argus as guardrail integrations.

  ## 🌎 Open Source Features

  * **Virtual Key Budget Overrides** - The database schema, governance store, admin APIs, and UI now support temporary budget overrides for virtual keys, configured via `override_mode`, `override_cycles_total`, and `override_anchor_reset`.
  * **User Scope for Routing and Pricing** - Routing rules and pricing overrides can be scoped to individual users, with a `user_id` CEL variable and an enterprise user picker.
  * **Access Profile Config Schema** - `config.schema.json` now accepts `blacklisted_models`, `weight`, and `model_budgets` on access profile provider configs, which previously failed schema validation.
  * **Background Model Catalog Refresh** - Each provider's list-models response is re-fetched in the background on a configurable `live_models_sync_interval` (default 1 hour, `0` disables), so models an upstream adds after boot no longer stay invisible until restart.
  * **Stream Truncation Detection** - Added stream-death detection across all providers so an upstream connection drop surfaces as an error instead of a clean `[DONE]`.
  * **Database Connection Controls** - Added `conn_max_idle_time`, `cache_ttl` for password-command credential resolution, and `matview_refresh_timeout` bounding materialized view refresh time.
  * **OTel Export Timeout** - Added `export_timeout` (default 5s) so a slow or unreachable collector cannot hold an export goroutine indefinitely.
  * **Lakera and Repello Argus Guardrails** - Added as OSS guardrail integrations with configuration docs and UI branding.
  * **SSO Additional Scopes** - `config.schema.json` now accepts `additionalScopes` for requesting extra OAuth scopes beyond the base set.

  ## 🐞 Fixed

  * **Multi-Node Budget Override Phantom Usage** - Override edits no longer inflate budget, token, and request usage across cluster nodes; override mutations now propagate as configuration-only reloads instead of full usage rebases.
  * **Multi-Node Budget Reset Drift** - Reset times for sub-day rolling budgets (1h, 30m) are now computed from a fixed grid anchored to creation time instead of each node's own clock, and override cycle counts are derived from that anchor instead of stored and re-decremented.
  * **Budget/Rate-Limit Cloning** - Cloning no longer copies row IDs (which caused double-counted usage) but does preserve `ID` and `CreatedAt` where needed for reset-window continuity, and now preserves `OverrideCyclesTotal`/`OverrideAnchorReset`.
  * **Cluster Join Override Sync** - A node that joins or rejoins gossip while a budget override is active now reconciles override state from the database instead of missing it entirely.
  * **Case-Insensitive Email and User Lookups** - `GetUserByEmail`, `GetSoftDeletedUserByEmail`, and `/api/users` search are now case-insensitive and trim whitespace.
  * **Guardrail Span Names** - Guardrail child spans now follow the `plugin.<name>.<stage>` naming convention expected by observability connectors.
  * **Guardrail Tool Extraction** - Guardrail providers now receive tool definitions for Responses and Count Tokens requests, not just Chat requests, and Gray Swan metadata headers are consistently sourced from trusted context.
  * **Identity Cache Race** - A sharded per-subject lock now guards identity cache resolve/evict so a concurrent user delete or rename cannot be lost to an in-flight lookup.
  * **Auth Enforcement Bypass** - Identity-provider JWTs and opaque browser session cookies could previously bypass identity resolution when `enforceAuthOnInference` was disabled; both now always attempt resolution.
  * **SCIM RFC 7644 Conformance** - SCIM filter `eq` comparisons are now case-insensitive and plus-addressed emails round-trip correctly.
  * **SCIM PATCH Semantics** - Partial PATCH updates no longer clear mapped attributes omitted from the payload, and combined replace+add/remove operations on group members now apply in order.
  * **SCIM Group Claim Detection** - Claims that look like group identifiers (e.g. `groups`) now default to group-type SCIM matching automatically.
  * **Cross-IdP Deprovisioning** - SCIM reconciliation now filters by `(source_name, source_id)` so switching identity providers no longer deprovisions users imported by a different provider.
  * **Bedrock Guardrail Error Message** - The ARN parse error now names the expected field and shape instead of surfacing the SDK's opaque error.
  * **Reduced Log Verbosity** - DAC, access-profile, and identity-aware-proxy log lines that fire on every request were downgraded from `Info` to `Debug`.
  * **Connector Whitespace Trimming** - BigQuery, Datadog, Kafka, and Pub/Sub connector config fields now trim leading/trailing whitespace on save.
  * **Datadog Error Metrics Parity** - The `bifrost.errors.total` Datadog metric now carries a normalized `status_code` tag, matching Prometheus and OTEL.

  ## 🐙 Closed OSS Issues

  * [#4215](https://github.com/maximhq/bifrost/issues/4215) - HuggingFace models show provider ID twice in `/v1/models`, which breaks requests
  * [#4851](https://github.com/maximhq/bifrost/issues/4851) - v1.6.2 and v1.6.3 governance rate-limit reset causes high CPU in `BumpRateLimitUsage`/`updateRateLimitReferences`
  * [#5329](https://github.com/maximhq/bifrost/issues/5329) - `/api/logs` returns an incorrect `total_count` for time ranges of 24 hours or longer
  * [#5433](https://github.com/maximhq/bifrost/issues/5433) - `/genai` endpoint rejects valid `minLength`/`maxLength` in tool schemas (400 INVALID\_ARGUMENT)
  * [#5504](https://github.com/maximhq/bifrost/issues/5504) - vLLM streaming Responses API hangs forever, chunks are silently discarded and the request never completes
  * [#5546](https://github.com/maximhq/bifrost/issues/5546) - Upstream SSE stream death swallowed into a clean `[DONE]`, so dead streams appear successful
  * [#5551](https://github.com/maximhq/bifrost/issues/5551) - `transports/bifrost-http/lib` test package does not compile on dev (`MockConfigStore` missing `UpdateBudgetOverride`)
  * [#5552](https://github.com/maximhq/bifrost/issues/5552) - Refresh the live model catalog in the background (models added after boot stay invisible until restart)
  * [#5554](https://github.com/maximhq/bifrost/issues/5554) - Provider reload wipes the live model catalog before refetching, so a transient list-models failure empties it
  * [#5555](https://github.com/maximhq/bifrost/issues/5555) - `*StreamRequest` returns `(nil, nil)` for empty streams, so consumers hang forever on a nil-channel receive

  ## 📀 Base OSS version

  `transports/v1.6.7`

  ## 🔌 If you are compiling plugin against this release - use following deps

  ```go theme={null}
  module github.com/maximhq/bifrost-enterprise

  go 1.26.5

  require (
  	cloud.google.com/go/bigquery v1.74.0
  	cloud.google.com/go/pubsub/v2 v2.4.0
  	cloud.google.com/go/secretmanager v1.20.0
  	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.20.0
  	github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.13.1
  	github.com/DataDog/datadog-go/v5 v5.6.0
  	github.com/DataDog/dd-trace-go/v2 v2.4.0
  	github.com/aws/aws-sdk-go-v2 v1.42.0
  	github.com/aws/aws-sdk-go-v2/config v1.32.11
  	github.com/aws/aws-sdk-go-v2/credentials v1.19.14
  	github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.50.6
  	github.com/aws/aws-sdk-go-v2/service/secretsmanager v1.42.2
  	github.com/aws/aws-sdk-go-v2/service/sts v1.41.10
  	github.com/bytedance/sonic v1.15.1
  	github.com/coreos/go-oidc/v3 v3.12.0
  	github.com/fasthttp/router v1.5.4
  	github.com/golang-jwt/jwt/v5 v5.3.1
  	github.com/google/cel-go v0.28.1
  	github.com/google/uuid v1.6.0
  	github.com/gorilla/websocket v1.5.4-0.20250319132907-e064f32e3674
  	github.com/grandcat/zeroconf v1.0.0
  	github.com/hashicorp/consul/api v1.28.2
  	github.com/hashicorp/memberlist v0.5.4
  	github.com/hashicorp/vault/api v1.23.0
  	github.com/klauspost/compress v1.18.6
  	github.com/maximhq/bifrost/core v1.7.5
  	github.com/maximhq/bifrost/framework v1.5.5
  	github.com/maximhq/bifrost/plugins/governance v1.6.9
  	github.com/maximhq/bifrost/plugins/logging v1.6.5
  	github.com/maximhq/bifrost/plugins/prompts v1.0.32
  	github.com/maximhq/bifrost/plugins/semanticcache v1.5.32
  	github.com/maximhq/bifrost/transports v1.6.7
  	github.com/nakabonne/tstorage v0.3.6
  	github.com/segmentio/kafka-go v0.4.47
  	github.com/stretchr/testify v1.11.1
  	github.com/testcontainers/testcontainers-go v0.42.0
  	github.com/tetratelabs/wazero v1.11.0
  	github.com/valyala/fasthttp v1.71.0
  	github.com/zricethezav/gitleaks/v8 v8.30.1
  	go.etcd.io/etcd/client/v3 v3.6.6
  	golang.org/x/crypto v0.52.0
  	golang.org/x/oauth2 v0.36.0
  	golang.org/x/sync v0.20.0
  	google.golang.org/api v0.282.0
  	google.golang.org/genproto/googleapis/rpc v0.0.0-20260523011958-0a33c5d7ca68
  	google.golang.org/grpc v1.82.1
  	google.golang.org/protobuf v1.36.12-0.20260120151049-f2248ac996af
  	gorm.io/driver/sqlite v1.6.0
  	gorm.io/gorm v1.31.1
  	k8s.io/api v0.34.1
  	k8s.io/apimachinery v0.34.1
  	k8s.io/client-go v0.34.1
  )

  require (
  	cel.dev/expr v0.25.1 // indirect
  	cloud.google.com/go v0.123.0 // indirect
  	cloud.google.com/go/auth v0.20.0 // indirect
  	cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
  	cloud.google.com/go/compute/metadata v0.9.0 // indirect
  	cloud.google.com/go/iam v1.7.0 // indirect
  	cloud.google.com/go/monitoring v1.24.3 // indirect
  	cloud.google.com/go/storage v1.62.1 // indirect
  	dario.cat/mergo v1.0.2 // indirect
  	github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.2 // indirect
  	github.com/Azure/go-ansiterm v0.0.0-20250102033503-faa5f7b0171c // indirect
  	github.com/AzureAD/microsoft-authentication-library-for-go v1.6.0 // indirect
  	github.com/BobuSumisu/aho-corasick v1.0.3 // indirect
  	github.com/ClickHouse/ch-go v0.65.0 // indirect
  	github.com/ClickHouse/clickhouse-go/v2 v2.32.0 // indirect
  	github.com/DataDog/datadog-agent/comp/core/tagger/origindetection v0.71.0 // indirect
  	github.com/DataDog/datadog-agent/pkg/obfuscate v0.71.0 // indirect
  	github.com/DataDog/datadog-agent/pkg/opentelemetry-mapping-go/otlp/attributes v0.71.0 // indirect
  	github.com/DataDog/datadog-agent/pkg/proto v0.71.0 // indirect
  	github.com/DataDog/datadog-agent/pkg/remoteconfig/state v0.73.0-rc.1 // indirect
  	github.com/DataDog/datadog-agent/pkg/trace v0.71.0 // indirect
  	github.com/DataDog/datadog-agent/pkg/util/log v0.71.0 // indirect
  	github.com/DataDog/datadog-agent/pkg/util/scrubber v0.71.0 // indirect
  	github.com/DataDog/datadog-agent/pkg/version v0.71.0 // indirect
  	github.com/DataDog/go-libddwaf/v4 v4.6.1 // indirect
  	github.com/DataDog/go-runtime-metrics-internal v0.0.4-0.20250721125240-fdf1ef85b633 // indirect
  	github.com/DataDog/go-sqllexer v0.1.8 // indirect
  	github.com/DataDog/go-tuf v1.1.1-0.5.2 // indirect
  	github.com/DataDog/sketches-go v1.4.7 // indirect
  	github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.32.0 // indirect
  	github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.55.0 // indirect
  	github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.55.0 // indirect
  	github.com/Masterminds/goutils v1.1.1 // indirect
  	github.com/Masterminds/semver/v3 v3.4.0 // indirect
  	github.com/Masterminds/sprig/v3 v3.3.0 // indirect
  	github.com/Microsoft/go-winio v0.6.2 // indirect
  	github.com/ProtonMail/go-crypto v1.1.6 // indirect
  	github.com/STARRY-S/zip v0.2.1 // indirect
  	github.com/andybalholm/brotli v1.2.2 // indirect
  	github.com/antlr4-go/antlr/v4 v4.13.1 // indirect
  	github.com/apache/arrow/go/v15 v15.0.2 // indirect
  	github.com/apapsch/go-jsonmerge/v2 v2.0.0 // indirect
  	github.com/armon/go-metrics v0.4.1 // indirect
  	github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.10 // indirect
  	github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.21 // indirect
  	github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.29 // indirect
  	github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.29 // indirect
  	github.com/aws/aws-sdk-go-v2/internal/ini v1.8.5 // indirect
  	github.com/aws/aws-sdk-go-v2/internal/v4a v1.4.22 // indirect
  	github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.7 // indirect
  	github.com/aws/aws-sdk-go-v2/service/internal/checksum v1.9.13 // indirect
  	github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.21 // indirect
  	github.com/aws/aws-sdk-go-v2/service/internal/s3shared v1.19.21 // indirect
  	github.com/aws/aws-sdk-go-v2/service/s3 v1.97.3 // indirect
  	github.com/aws/aws-sdk-go-v2/service/signin v1.0.9 // indirect
  	github.com/aws/aws-sdk-go-v2/service/sso v1.30.15 // indirect
  	github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.19 // indirect
  	github.com/aws/smithy-go v1.27.1 // indirect
  	github.com/aymanbagabas/go-osc52/v2 v2.0.1 // indirect
  	github.com/bahlo/generic-list-go v0.2.0 // indirect
  	github.com/beorn7/perks v1.0.1 // indirect
  	github.com/blevesearch/go-porterstemmer v1.0.3 // indirect
  	github.com/bodgit/plumbing v1.3.0 // indirect
  	github.com/bodgit/sevenzip v1.6.0 // indirect
  	github.com/bodgit/windows v1.0.1 // indirect
  	github.com/buger/jsonparser v1.1.2 // indirect
  	github.com/bytedance/gopkg v0.1.3 // indirect
  	github.com/bytedance/sonic/loader v0.5.1 // indirect
  	github.com/cenkalti/backoff v2.2.1+incompatible // indirect
  	github.com/cenkalti/backoff/v4 v4.3.0 // indirect
  	github.com/cenkalti/backoff/v5 v5.0.3 // indirect
  	github.com/cespare/xxhash/v2 v2.3.0 // indirect
  	github.com/charmbracelet/lipgloss v0.5.0 // indirect
  	github.com/cihub/seelog v0.0.0-20170130134532-f561c5e57575 // indirect
  	github.com/cloudflare/circl v1.6.3 // indirect
  	github.com/cloudwego/base64x v0.1.6 // indirect
  	github.com/cncf/xds/go v0.0.0-20260202195803-dba9d589def2 // indirect
  	github.com/containerd/errdefs v1.0.0 // indirect
  	github.com/containerd/errdefs/pkg v0.3.0 // indirect
  	github.com/containerd/log v0.1.0 // indirect
  	github.com/containerd/platforms v0.2.1 // indirect
  	github.com/coreos/go-semver v0.3.1 // indirect
  	github.com/coreos/go-systemd/v22 v22.5.0 // indirect
  	github.com/cpuguy83/dockercfg v0.3.2 // indirect
  	github.com/cyphar/filepath-securejoin v0.6.1 // indirect
  	github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
  	github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect
  	github.com/distribution/reference v0.6.0 // indirect
  	github.com/docker/go-connections v0.6.0 // indirect
  	github.com/docker/go-units v0.5.0 // indirect
  	github.com/dsnet/compress v0.0.2-0.20230904184137-39efe44ab707 // indirect
  	github.com/dustin/go-humanize v1.0.1 // indirect
  	github.com/ebitengine/purego v0.10.0 // indirect
  	github.com/emicklei/go-restful/v3 v3.12.2 // indirect
  	github.com/emirpasic/gods v1.18.1 // indirect
  	github.com/envoyproxy/go-control-plane/envoy v1.37.0 // indirect
  	github.com/envoyproxy/protoc-gen-validate v1.3.3 // indirect
  	github.com/fasthttp/websocket v1.5.12 // indirect
  	github.com/fatih/color v1.18.0 // indirect
  	github.com/fatih/semgroup v1.2.0 // indirect
  	github.com/felixge/httpsnoop v1.0.4 // indirect
  	github.com/fsnotify/fsnotify v1.8.0 // indirect
  	github.com/fxamacker/cbor/v2 v2.9.0 // indirect
  	github.com/gitleaks/go-gitdiff v0.9.1 // indirect
  	github.com/go-faster/city v1.0.1 // indirect
  	github.com/go-faster/errors v0.7.1 // indirect
  	github.com/go-git/gcfg v1.5.1-0.20230307220236-3a3c6141e376 // indirect
  	github.com/go-git/go-billy/v5 v5.9.0 // indirect
  	github.com/go-git/go-git/v5 v5.19.1 // indirect
  	github.com/go-jose/go-jose/v4 v4.1.4 // indirect
  	github.com/go-logr/logr v1.4.3 // indirect
  	github.com/go-logr/stdr v1.2.2 // indirect
  	github.com/go-ole/go-ole v1.3.0 // indirect
  	github.com/go-openapi/analysis v0.24.2 // indirect
  	github.com/go-openapi/errors v0.22.5 // indirect
  	github.com/go-openapi/jsonpointer v0.22.4 // indirect
  	github.com/go-openapi/jsonreference v0.21.4 // indirect
  	github.com/go-openapi/loads v0.23.2 // indirect
  	github.com/go-openapi/runtime v0.29.2 // indirect
  	github.com/go-openapi/spec v0.22.2 // indirect
  	github.com/go-openapi/strfmt v0.25.0 // indirect
  	github.com/go-openapi/swag v0.25.4 // indirect
  	github.com/go-openapi/swag/cmdutils v0.25.4 // indirect
  	github.com/go-openapi/swag/conv v0.25.4 // indirect
  	github.com/go-openapi/swag/fileutils v0.25.4 // indirect
  	github.com/go-openapi/swag/jsonname v0.25.4 // indirect
  	github.com/go-openapi/swag/jsonutils v0.25.4 // indirect
  	github.com/go-openapi/swag/loading v0.25.4 // indirect
  	github.com/go-openapi/swag/mangling v0.25.4 // indirect
  	github.com/go-openapi/swag/netutils v0.25.4 // indirect
  	github.com/go-openapi/swag/stringutils v0.25.4 // indirect
  	github.com/go-openapi/swag/typeutils v0.25.4 // indirect
  	github.com/go-openapi/swag/yamlutils v0.25.4 // indirect
  	github.com/go-openapi/validate v0.25.1 // indirect
  	github.com/go-viper/mapstructure/v2 v2.5.0 // indirect
  	github.com/goccy/go-json v0.10.5 // indirect
  	github.com/gogo/protobuf v1.3.2 // indirect
  	github.com/golang/groupcache v0.0.0-20241129210726-2c02b8208cf8 // indirect
  	github.com/golang/protobuf v1.5.4 // indirect
  	github.com/google/btree v1.1.3 // indirect
  	github.com/google/flatbuffers v23.5.26+incompatible // indirect
  	github.com/google/gnostic-models v0.7.0 // indirect
  	github.com/google/pprof v0.0.0-20251213031049-b05bdaca462f // indirect
  	github.com/google/s2a-go v0.1.9 // indirect
  	github.com/googleapis/enterprise-certificate-proxy v0.3.16 // indirect
  	github.com/googleapis/gax-go/v2 v2.22.0 // indirect
  	github.com/grpc-ecosystem/grpc-gateway/v2 v2.28.0 // indirect
  	github.com/h2non/filetype v1.1.3 // indirect
  	github.com/hashicorp/errwrap v1.1.0 // indirect
  	github.com/hashicorp/go-cleanhttp v0.5.2 // indirect
  	github.com/hashicorp/go-hclog v1.6.3 // indirect
  	github.com/hashicorp/go-immutable-radix v1.3.1 // indirect
  	github.com/hashicorp/go-metrics v0.5.4 // indirect
  	github.com/hashicorp/go-msgpack/v2 v2.1.5 // indirect
  	github.com/hashicorp/go-multierror v1.1.1 // indirect
  	github.com/hashicorp/go-retryablehttp v0.7.8 // indirect
  	github.com/hashicorp/go-rootcerts v1.0.2 // indirect
  	github.com/hashicorp/go-secure-stdlib/parseutil v0.2.0 // indirect
  	github.com/hashicorp/go-secure-stdlib/strutil v0.1.2 // indirect
  	github.com/hashicorp/go-sockaddr v1.0.7 // indirect
  	github.com/hashicorp/go-version v1.8.0 // indirect
  	github.com/hashicorp/golang-lru v1.0.2 // indirect
  	github.com/hashicorp/golang-lru/v2 v2.0.7 // indirect
  	github.com/hashicorp/hcl v1.0.1-vault-7 // indirect
  	github.com/hashicorp/serf v0.10.1 // indirect
  	github.com/huandu/xstrings v1.5.0 // indirect
  	github.com/invopop/jsonschema v0.13.0 // indirect
  	github.com/jackc/pgpassfile v1.0.0 // indirect
  	github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 // indirect
  	github.com/jackc/pgx/v5 v5.9.2 // indirect
  	github.com/jackc/puddle/v2 v2.2.2 // indirect
  	github.com/jaswdr/faker/v2 v2.8.0 // indirect
  	github.com/jbenet/go-context v0.0.0-20150711004518-d14ea06fba99 // indirect
  	github.com/jinzhu/inflection v1.0.0 // indirect
  	github.com/jinzhu/now v1.1.5 // indirect
  	github.com/json-iterator/go v1.1.12 // indirect
  	github.com/kevinburke/ssh_config v1.2.0 // indirect
  	github.com/klauspost/cpuid/v2 v2.3.0 // indirect
  	github.com/klauspost/pgzip v1.2.6 // indirect
  	github.com/kylelemons/godebug v1.1.0 // indirect
  	github.com/lucasb-eyer/go-colorful v1.2.0 // indirect
  	github.com/lufia/plan9stats v0.0.0-20251013123823-9fd1530e3ec3 // indirect
  	github.com/magiconair/properties v1.8.10 // indirect
  	github.com/mailru/easyjson v0.9.1 // indirect
  	github.com/mark3labs/mcp-go v0.43.2 // indirect
  	github.com/mattn/go-colorable v0.1.14 // indirect
  	github.com/mattn/go-isatty v0.0.20 // indirect
  	github.com/mattn/go-runewidth v0.0.15 // indirect
  	github.com/mattn/go-sqlite3 v1.14.32 // indirect
  	github.com/maximhq/bifrost/plugins/compat v0.1.31 // indirect
  	github.com/maximhq/bifrost/plugins/maxim v1.6.32 // indirect
  	github.com/maximhq/bifrost/plugins/mocker v1.5.32 // indirect
  	github.com/maximhq/bifrost/plugins/modelcatalogresolver v1.0.13 // indirect
  	github.com/maximhq/bifrost/plugins/otel v1.4.4 // indirect
  	github.com/maximhq/bifrost/plugins/telemetry v1.5.32 // indirect
  	github.com/maximhq/maxim-go v0.2.1 // indirect
  	github.com/mholt/archives v0.1.2 // indirect
  	github.com/miekg/dns v1.1.68 // indirect
  	github.com/minio/minlz v1.0.0 // indirect
  	github.com/minio/simdjson-go v0.4.5 // indirect
  	github.com/mitchellh/copystructure v1.2.0 // indirect
  	github.com/mitchellh/go-homedir v1.1.0 // indirect
  	github.com/mitchellh/mapstructure v1.5.0 // indirect
  	github.com/mitchellh/reflectwalk v1.0.2 // indirect
  	github.com/moby/docker-image-spec v1.3.1 // indirect
  	github.com/moby/go-archive v0.2.0 // indirect
  	github.com/moby/moby/api v1.54.1 // indirect
  	github.com/moby/moby/client v0.4.0 // indirect
  	github.com/moby/patternmatcher v0.6.1 // indirect
  	github.com/moby/sys/sequential v0.6.0 // indirect
  	github.com/moby/sys/user v0.4.0 // indirect
  	github.com/moby/sys/userns v0.1.0 // indirect
  	github.com/moby/term v0.5.2 // indirect
  	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
  	github.com/modern-go/reflect2 v1.0.3-0.20250322232337-35a7c28c31ee // indirect
  	github.com/muesli/reflow v0.2.1-0.20210115123740-9e1d0d53df68 // indirect
  	github.com/muesli/termenv v0.15.1 // indirect
  	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
  	github.com/nwaples/rardecode/v2 v2.2.2 // indirect
  	github.com/oapi-codegen/runtime v1.1.1 // indirect
  	github.com/oklog/ulid v1.3.1 // indirect
  	github.com/onsi/ginkgo/v2 v2.25.1 // indirect
  	github.com/opencontainers/go-digest v1.0.0 // indirect
  	github.com/opencontainers/image-spec v1.1.1 // indirect
  	github.com/outcaste-io/ristretto v0.2.3 // indirect
  	github.com/paulmach/orb v0.11.1 // indirect
  	github.com/pelletier/go-toml/v2 v2.2.3 // indirect
  	github.com/philhofer/fwd v1.2.0 // indirect
  	github.com/pierrec/lz4/v4 v4.1.22 // indirect
  	github.com/pinecone-io/go-pinecone/v5 v5.3.0 // indirect
  	github.com/pion/datachannel v1.6.0 // indirect
  	github.com/pion/dtls/v3 v3.1.2 // indirect
  	github.com/pion/ice/v4 v4.2.1 // indirect
  	github.com/pion/interceptor v0.1.44 // indirect
  	github.com/pion/logging v0.2.4 // indirect
  	github.com/pion/mdns/v2 v2.1.0 // indirect
  	github.com/pion/randutil v0.1.0 // indirect
  	github.com/pion/rtcp v1.2.16 // indirect
  	github.com/pion/rtp v1.10.1 // indirect
  	github.com/pion/sctp v1.9.2 // indirect
  	github.com/pion/sdp/v3 v3.0.18 // indirect
  	github.com/pion/srtp/v3 v3.0.10 // indirect
  	github.com/pion/stun/v3 v3.1.1 // indirect
  	github.com/pion/transport/v4 v4.0.1 // indirect
  	github.com/pion/turn/v4 v4.1.4 // indirect
  	github.com/pion/webrtc/v4 v4.2.9 // indirect
  	github.com/pjbgf/sha1cd v0.6.0 // indirect
  	github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c // indirect
  	github.com/pkg/errors v0.9.1 // indirect
  	github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10 // indirect
  	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
  	github.com/power-devops/perfstat v0.0.0-20240221224432-82ca36839d55 // indirect
  	github.com/prometheus/client_golang v1.23.2 // indirect
  	github.com/prometheus/client_model v0.6.2 // indirect
  	github.com/prometheus/common v0.67.5 // indirect
  	github.com/prometheus/procfs v0.19.2 // indirect
  	github.com/puzpuzpuz/xsync/v3 v3.5.1 // indirect
  	github.com/qdrant/go-client v1.16.2 // indirect
  	github.com/redis/go-redis/v9 v9.17.2 // indirect
  	github.com/rivo/uniseg v0.2.0 // indirect
  	github.com/rs/zerolog v1.34.0 // indirect
  	github.com/ryanuber/go-glob v1.0.0 // indirect
  	github.com/sagikazarmark/locafero v0.7.0 // indirect
  	github.com/sagikazarmark/slog-shim v0.1.0 // indirect
  	github.com/santhosh-tekuri/jsonschema/v6 v6.0.2 // indirect
  	github.com/savsgio/gotils v0.0.0-20250408102913-196191ec6287 // indirect
  	github.com/sean-/seed v0.0.0-20170313163322-e2103e2c3529 // indirect
  	github.com/secure-systems-lab/go-securesystemslib v0.9.0 // indirect
  	github.com/segmentio/asm v1.2.0 // indirect
  	github.com/sergi/go-diff v1.4.0 // indirect
  	github.com/shirou/gopsutil/v4 v4.26.3 // indirect
  	github.com/shopspring/decimal v1.4.0 // indirect
  	github.com/sirupsen/logrus v1.9.4 // indirect
  	github.com/skeema/knownhosts v1.3.1 // indirect
  	github.com/sorairolake/lzip-go v0.3.5 // indirect
  	github.com/sourcegraph/conc v0.3.0 // indirect
  	github.com/spf13/afero v1.15.0 // indirect
  	github.com/spf13/cast v1.10.0 // indirect
  	github.com/spf13/pflag v1.0.6 // indirect
  	github.com/spf13/viper v1.19.0 // indirect
  	github.com/spiffe/go-spiffe/v2 v2.6.0 // indirect
  	github.com/subosito/gotenv v1.6.0 // indirect
  	github.com/theckman/httpforwarded v0.4.0 // indirect
  	github.com/therootcompany/xz v1.0.1 // indirect
  	github.com/tidwall/gjson v1.18.0 // indirect
  	github.com/tidwall/match v1.1.1 // indirect
  	github.com/tidwall/pretty v1.2.1 // indirect
  	github.com/tidwall/sjson v1.2.5 // indirect
  	github.com/tinylib/msgp v1.3.0 // indirect
  	github.com/tklauser/go-sysconf v0.3.16 // indirect
  	github.com/tklauser/numcpus v0.11.0 // indirect
  	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
  	github.com/ulikunitz/xz v0.5.15 // indirect
  	github.com/valyala/bytebufferpool v1.0.0 // indirect
  	github.com/wasilibs/go-re2 v1.9.0 // indirect
  	github.com/wasilibs/wazero-helpers v0.0.0-20240620070341-3dff1577cd52 // indirect
  	github.com/weaviate/weaviate v1.36.5 // indirect
  	github.com/weaviate/weaviate-go-client/v5 v5.7.1 // indirect
  	github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect
  	github.com/wlynxg/anet v0.0.5 // indirect
  	github.com/x448/float16 v0.8.4 // indirect
  	github.com/xanzy/ssh-agent v0.3.3 // indirect
  	github.com/xdg-go/pbkdf2 v1.0.0 // indirect
  	github.com/xdg-go/scram v1.1.2 // indirect
  	github.com/xdg-go/stringprep v1.0.4 // indirect
  	github.com/yosida95/uritemplate/v3 v3.0.2 // indirect
  	github.com/yusufpapurcu/wmi v1.2.4 // indirect
  	github.com/zeebo/xxh3 v1.0.2 // indirect
  	go.einride.tech/aip v0.83.0 // indirect
  	go.etcd.io/etcd/api/v3 v3.6.6 // indirect
  	go.etcd.io/etcd/client/pkg/v3 v3.6.6 // indirect
  	go.mongodb.org/mongo-driver v1.17.7 // indirect
  	go.opencensus.io v0.24.0 // indirect
  	go.opentelemetry.io/auto/sdk v1.2.1 // indirect
  	go.opentelemetry.io/collector/component v1.39.0 // indirect
  	go.opentelemetry.io/collector/featuregate v1.39.0 // indirect
  	go.opentelemetry.io/collector/internal/telemetry v0.133.0 // indirect
  	go.opentelemetry.io/collector/pdata v1.39.0 // indirect
  	go.opentelemetry.io/contrib/bridges/otelzap v0.12.0 // indirect
  	go.opentelemetry.io/contrib/detectors/gcp v1.43.0 // indirect
  	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.67.0 // indirect
  	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.67.0 // indirect
  	go.opentelemetry.io/otel v1.43.0 // indirect
  	go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc v1.43.0 // indirect
  	go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp v1.43.0 // indirect
  	go.opentelemetry.io/otel/log v0.14.0 // indirect
  	go.opentelemetry.io/otel/metric v1.43.0 // indirect
  	go.opentelemetry.io/otel/sdk v1.43.0 // indirect
  	go.opentelemetry.io/otel/sdk/metric v1.43.0 // indirect
  	go.opentelemetry.io/otel/trace v1.43.0 // indirect
  	go.opentelemetry.io/proto/otlp v1.10.0 // indirect
  	go.starlark.net v0.0.0-20260102030733-3fee463870c9 // indirect
  	go.uber.org/atomic v1.11.0 // indirect
  	go.uber.org/multierr v1.11.0 // indirect
  	go.uber.org/zap v1.27.0 // indirect
  	go.yaml.in/yaml/v2 v2.4.3 // indirect
  	go.yaml.in/yaml/v3 v3.0.4 // indirect
  	go4.org v0.0.0-20230225012048-214862532bf5 // indirect
  	golang.org/x/arch v0.23.0 // indirect
  	golang.org/x/exp v0.0.0-20260410095643-746e56fc9e2f // indirect
  	golang.org/x/mod v0.35.0 // indirect
  	golang.org/x/net v0.55.0 // indirect
  	golang.org/x/sys v0.45.0 // indirect
  	golang.org/x/telemetry v0.0.0-20260409153401-be6f6cb8b1fa // indirect
  	golang.org/x/term v0.43.0 // indirect
  	golang.org/x/text v0.37.0 // indirect
  	golang.org/x/time v0.15.0 // indirect
  	golang.org/x/tools v0.44.0 // indirect
  	golang.org/x/xerrors v0.0.0-20240903120638-7835f813f4da // indirect
  	google.golang.org/genproto v0.0.0-20260319201613-d00831a3d3e7 // indirect
  	google.golang.org/genproto/googleapis/api v0.0.0-20260414002931-afd174a4e478 // indirect
  	gopkg.in/evanphx/json-patch.v4 v4.12.0 // indirect
  	gopkg.in/inf.v0 v0.9.1 // indirect
  	gopkg.in/ini.v1 v1.67.0 // indirect
  	gopkg.in/warnings.v0 v0.1.2 // indirect
  	gopkg.in/yaml.v3 v3.0.1 // indirect
  	gorm.io/driver/clickhouse v0.7.0 // indirect
  	gorm.io/driver/postgres v1.6.0 // indirect
  	k8s.io/klog/v2 v2.130.1 // indirect
  	k8s.io/kube-openapi v0.0.0-20250710124328-f3f2b991d03b // indirect
  	k8s.io/utils v0.0.0-20250604170112-4c0f3b243397 // indirect
  	sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8 // indirect
  	sigs.k8s.io/randfill v1.0.0 // indirect
  	sigs.k8s.io/structured-merge-diff/v6 v6.3.0 // indirect
  	sigs.k8s.io/yaml v1.6.0 // indirect
  )
  ```
</Update>
