docs(tools/cloudgda): update cloud gda datasource references note (#2326 )

## Description Update the GDA source document to clarify that only `AlloyDbReference`, `SpannerReference`, and `CloudSqlReference` are supported. ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [x] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #2324 --------- Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
docs: fix redis array sample (#2301 )
2026-01-22 22:08:04 -05:00 · 2026-01-19 05:51:54 +00:00 · 2026-01-19 05:51:54 +00:00 · 2026-01-16 09:00:31 +00:00 · 2026-01-12 06:14:32 +00:00 · 2026-01-12 05:07:13 +00:00
37 changed files with 100 additions and 1006 deletions
--- a/.ci/integration.cloudbuild.yaml
+++ b/.ci/integration.cloudbuild.yaml
@@ -87,7 +87,7 @@ steps:
      - "CLOUD_SQL_POSTGRES_REGION=$_REGION"
      - "SERVICE_ACCOUNT_EMAIL=$SERVICE_ACCOUNT_EMAIL"
    secretEnv:
-      ["CLOUD_SQL_POSTGRES_USER", "CLOUD_SQL_POSTGRES_PASS", "CLIENT_ID", "API_KEY"]
+      ["CLOUD_SQL_POSTGRES_USER", "CLOUD_SQL_POSTGRES_PASS", "CLIENT_ID"]
    volumes:
      - name: "go"
        path: "/gopath"
@@ -134,7 +134,7 @@ steps:
      - "ALLOYDB_POSTGRES_DATABASE=$_DATABASE_NAME"
      - "ALLOYDB_POSTGRES_REGION=$_REGION"
      - "SERVICE_ACCOUNT_EMAIL=$SERVICE_ACCOUNT_EMAIL"
-    secretEnv: ["ALLOYDB_POSTGRES_USER", "ALLOYDB_POSTGRES_PASS", "CLIENT_ID", "API_KEY"]
+    secretEnv: ["ALLOYDB_POSTGRES_USER", "ALLOYDB_POSTGRES_PASS", "CLIENT_ID"]
    volumes:
      - name: "go"
        path: "/gopath"
@@ -171,23 +171,6 @@ steps:
          alloydbainl \
          alloydbainl

-  - id: "alloydb-omni"
-    name: golang:1
-    waitFor: ["compile-test-binary"]
-    entrypoint: /bin/bash
-    env:
-      - "GOPATH=/gopath"
-    volumes:
-      - name: "go"
-        path: "/gopath"
-    args:
-      - -c
-      - |
-        .ci/test_with_coverage.sh \
-          "AlloyDB Omni" \
-          alloydbomni \
-          postgres
-
  - id: "bigtable"
    name: golang:1
    waitFor: ["compile-test-binary"]
@@ -310,7 +293,7 @@ steps:
        .ci/test_with_coverage.sh \
          "Cloud Healthcare API" \
          cloudhealthcare \
-          cloudhealthcare
+          cloudhealthcare || echo "Integration tests failed."

  - id: "postgres"
    name: golang:1
@@ -322,7 +305,7 @@ steps:
      - "POSTGRES_HOST=$_POSTGRES_HOST"
      - "POSTGRES_PORT=$_POSTGRES_PORT"
      - "SERVICE_ACCOUNT_EMAIL=$SERVICE_ACCOUNT_EMAIL"
-    secretEnv: ["POSTGRES_USER", "POSTGRES_PASS", "CLIENT_ID", "API_KEY"]
+    secretEnv: ["POSTGRES_USER", "POSTGRES_PASS", "CLIENT_ID"]
    volumes:
      - name: "go"
        path: "/gopath"
@@ -674,7 +657,7 @@ steps:
          "Looker" \
          looker \
          looker
-
+    
  - id: "mindsdb"
    name: golang:1
    waitFor: ["compile-test-binary"]
@@ -862,7 +845,7 @@ steps:
          "Snowflake" \
          snowflake \
          snowflake
-
+ 
  - id: "cassandra"
    name: golang:1
    waitFor: ["compile-test-binary"]
@@ -907,7 +890,7 @@ steps:
        go test -v ./internal/sources/oracle/... \
          -coverprofile=oracle_coverage.out \
          -coverpkg=./internal/sources/oracle/...,./internal/tools/oracle/...
-
+        
        # Coverage check
        total_coverage=$(go tool cover -func=oracle_coverage.out | grep "total:" | awk '{print $3}')
        echo "Oracle total coverage: $total_coverage"
@@ -981,13 +964,6 @@ steps:

 availableSecrets:
  secretManager:
-    # Common secrets
-    - versionName: projects/$PROJECT_ID/secrets/client_id/versions/latest
-      env: CLIENT_ID
-    - versionName: projects/$PROJECT_ID/secrets/api_key/versions/latest
-      env: API_KEY
-
-    # Resource-specific secrets
    - versionName: projects/$PROJECT_ID/secrets/cloud_sql_pg_user/versions/latest
      env: CLOUD_SQL_POSTGRES_USER
    - versionName: projects/$PROJECT_ID/secrets/cloud_sql_pg_pass/versions/latest
@@ -1004,6 +980,8 @@ availableSecrets:
      env: POSTGRES_USER
    - versionName: projects/$PROJECT_ID/secrets/postgres_pass/versions/latest
      env: POSTGRES_PASS
+    - versionName: projects/$PROJECT_ID/secrets/client_id/versions/latest
+      env: CLIENT_ID
    - versionName: projects/$PROJECT_ID/secrets/neo4j_user/versions/latest
      env: NEO4J_USER
    - versionName: projects/$PROJECT_ID/secrets/neo4j_pass/versions/latest
--- a/cmd/root.go
+++ b/cmd/root.go
@@ -386,7 +386,6 @@ func NewCommand(opts ...Option) *Command {
 	// TODO: Insecure by default. Might consider updating this for v1.0.0
 	flags.StringSliceVar(&cmd.cfg.AllowedOrigins, "allowed-origins", []string{"*"}, "Specifies a list of origins permitted to access this server. Defaults to '*'.")
 	flags.StringSliceVar(&cmd.cfg.AllowedHosts, "allowed-hosts", []string{"*"}, "Specifies a list of hosts permitted to access this server. Defaults to '*'.")
-	flags.StringSliceVar(&cmd.cfg.UserAgentMetadata, "user-agent-metadata", []string{}, "Appends additional metadata to the User-Agent.")

 	// wrap RunE command so that we have access to original Command object
 	cmd.RunE = func(*cobra.Command, []string) error { return run(cmd) }
--- a/cmd/root_test.go
+++ b/cmd/root_test.go
@@ -70,9 +70,6 @@ func withDefaults(c server.ServerConfig) server.ServerConfig {
 	if c.AllowedHosts == nil {
 		c.AllowedHosts = []string{"*"}
 	}
-	if c.UserAgentMetadata == nil {
-		c.UserAgentMetadata = []string{}
-	}
 	return c
 }

@@ -233,13 +230,6 @@ func TestServerConfigFlags(t *testing.T) {
 				AllowedHosts: []string{"http://foo.com", "http://bar.com"},
 			}),
 		},
-		{
-			desc: "user agent metadata",
-			args: []string{"--user-agent-metadata", "foo,bar"},
-			want: withDefaults(server.ServerConfig{
-				UserAgentMetadata: []string{"foo", "bar"},
-			}),
-		},
 	}
 	for _, tc := range tcs {
 		t.Run(tc.desc, func(t *testing.T) {
--- a/docs/en/reference/cli.md
+++ b/docs/en/reference/cli.md
@@ -27,7 +27,6 @@ description: >
 |              | `--ui`                     | Launches the Toolbox UI web server.                                                                                                                                              |             |
 |              | `--allowed-origins`        | Specifies a list of origins permitted to access this server for CORs access.                                                                                                     | `*`         |
 |              | `--allowed-hosts`          | Specifies a list of hosts permitted to access this server to prevent DNS rebinding attacks.                                                                                      | `*`         |
-|              | `--user-agent-extra`       | Appends additional metadata to the User-Agent.                                                                                                                                   |             |
 | `-v`         | `--version`                | version for toolbox                                                                                                                                                              |             |

 ## Examples
--- a/go.mod
+++ b/go.mod
@@ -46,7 +46,6 @@ require (
 	github.com/sijms/go-ora/v2 v2.9.0
 	github.com/snowflakedb/gosnowflake v1.18.1
 	github.com/spf13/cobra v1.10.1
-	github.com/testcontainers/testcontainers-go v0.40.0
 	github.com/thlib/go-timezone-local v0.0.7
 	github.com/trinodb/trino-go-client v0.330.0
 	github.com/valkey-io/valkey-go v1.0.68
@@ -90,19 +89,16 @@ require (
 	cloud.google.com/go/iam v1.5.3 // indirect
 	cloud.google.com/go/monitoring v1.24.3 // indirect
 	cloud.google.com/go/trace v1.11.7 // indirect
-	dario.cat/mergo v1.0.2 // indirect
 	filippo.io/edwards25519 v1.1.0 // indirect
 	github.com/99designs/go-keychain v0.0.0-20191008050251-8e49817e8af4 // indirect
 	github.com/99designs/keyring v1.2.2 // indirect
 	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.18.0 // indirect
 	github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.1 // indirect
 	github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.0.0 // indirect
-	github.com/Azure/go-ansiterm v0.0.0-20250102033503-faa5f7b0171c // indirect
 	github.com/BurntSushi/toml v1.4.0 // indirect
 	github.com/GoogleCloudPlatform/grpc-gcp-go/grpcgcp v1.5.3 // indirect
 	github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.29.0 // indirect
 	github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.54.0 // indirect
-	github.com/Microsoft/go-winio v0.6.2 // indirect
 	github.com/PuerkitoBio/goquery v1.10.3 // indirect
 	github.com/VictoriaMetrics/easyproto v0.1.4 // indirect
 	github.com/ajg/form v1.5.1 // indirect
@@ -128,29 +124,17 @@ require (
 	github.com/aws/aws-sdk-go-v2/service/ssooidc v1.34.4 // indirect
 	github.com/aws/aws-sdk-go-v2/service/sts v1.38.4 // indirect
 	github.com/aws/smithy-go v1.23.0 // indirect
-	github.com/cenkalti/backoff/v4 v4.3.0 // indirect
 	github.com/cespare/xxhash/v2 v2.3.0 // indirect
 	github.com/cncf/xds/go v0.0.0-20250501225837-2ac532fd4443 // 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/couchbase/gocbcore/v10 v10.8.1 // indirect
 	github.com/couchbase/gocbcoreps v0.1.4 // indirect
 	github.com/couchbase/goprotostellar v1.0.2 // indirect
 	github.com/couchbase/tools-common/errors v1.0.0 // indirect
 	github.com/couchbaselabs/gocbconnstr/v2 v2.0.0 // indirect
-	github.com/cpuguy83/dockercfg v0.3.2 // indirect
 	github.com/danieljoos/wincred v1.2.2 // 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/docker v28.5.1+incompatible // indirect
-	github.com/docker/go-connections v0.6.0 // indirect
-	github.com/docker/go-units v0.5.0 // indirect
 	github.com/dustin/go-humanize v1.0.1 // indirect
 	github.com/dvsekhvalnov/jose2go v1.7.0 // indirect
-	github.com/ebitengine/purego v0.8.4 // indirect
 	github.com/envoyproxy/go-control-plane/envoy v1.32.4 // indirect
 	github.com/envoyproxy/protoc-gen-validate v1.2.1 // indirect
 	github.com/felixge/httpsnoop v1.0.4 // indirect
@@ -159,7 +143,6 @@ require (
 	github.com/go-logfmt/logfmt v0.6.0 // 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 v1.2.6 // indirect
 	github.com/go-playground/locales v0.14.1 // indirect
 	github.com/go-playground/universal-translator v0.18.1 // indirect
 	github.com/goccy/go-json v0.10.5 // indirect
@@ -195,47 +178,27 @@ require (
 	github.com/klauspost/compress v1.18.0 // indirect
 	github.com/klauspost/cpuid/v2 v2.2.11 // indirect
 	github.com/leodido/go-urn v1.4.0 // indirect
-	github.com/lufia/plan9stats v0.0.0-20211012122336-39d0f177ccd0 // indirect
-	github.com/magiconair/properties v1.8.10 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
 	github.com/minio/asm2plan9s v0.0.0-20200509001527-cdd76441f9d8 // indirect
 	github.com/minio/c2goasm v0.0.0-20190812172519-36a3d3bbc4f3 // indirect
-	github.com/moby/docker-image-spec v1.3.1 // indirect
-	github.com/moby/go-archive v0.1.0 // indirect
-	github.com/moby/patternmatcher v0.6.0 // 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 v1.0.2 // indirect
 	github.com/montanaflynn/stats v0.7.1 // indirect
-	github.com/morikuni/aec v1.0.0 // indirect
 	github.com/mtibben/percent v0.2.1 // indirect
 	github.com/nakagami/chacha20 v0.1.0 // indirect
 	github.com/ncruces/go-strftime v0.1.9 // indirect
-	github.com/opencontainers/go-digest v1.0.0 // indirect
-	github.com/opencontainers/image-spec v1.1.1 // indirect
 	github.com/pierrec/lz4 v2.6.1+incompatible // indirect
 	github.com/pierrec/lz4/v4 v4.1.22 // 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 v0.0.0-20210106213030-5aafc221ea8c // indirect
 	github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec // indirect
-	github.com/shirou/gopsutil/v4 v4.25.6 // indirect
 	github.com/sirupsen/logrus v1.9.3 // indirect
 	github.com/spf13/pflag v1.0.9 // indirect
 	github.com/spiffe/go-spiffe/v2 v2.5.0 // indirect
-	github.com/stretchr/testify v1.11.1 // indirect
-	github.com/tklauser/go-sysconf v0.3.12 // indirect
-	github.com/tklauser/numcpus v0.6.1 // 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/youmark/pkcs8 v0.0.0-20240726163527-a2c0da244d78 // indirect
-	github.com/yusufpapurcu/wmi v1.2.4 // indirect
 	github.com/zeebo/errs v1.4.0 // indirect
 	github.com/zeebo/xxh3 v1.0.2 // indirect
 	gitlab.com/nyarla/go-crypt v0.0.0-20160106005555-d9a5dc2b789b // indirect
@@ -269,7 +232,6 @@ require (
 	google.golang.org/grpc v1.76.0 // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
 	gopkg.in/ini.v1 v1.67.0 // indirect
-	gopkg.in/yaml.v3 v3.0.1 // indirect
 	modernc.org/libc v1.66.10 // indirect
 	modernc.org/mathutil v1.7.1 // indirect
 	modernc.org/memory v1.11.0 // indirect
--- a/go.sum
+++ b/go.sum
@@ -647,8 +647,6 @@ github.com/99designs/go-keychain v0.0.0-20191008050251-8e49817e8af4 h1:/vQbFIOMb
 github.com/99designs/go-keychain v0.0.0-20191008050251-8e49817e8af4/go.mod h1:hN7oaIRCjzsZ2dE+yG5k+rsdt3qcwykqK6HVGcKwsw4=
 github.com/99designs/keyring v1.2.2 h1:pZd3neh/EmUzWONb35LxQfvuY7kiSXAq3HQd97+XBn0=
 github.com/99designs/keyring v1.2.2/go.mod h1:wes/FrByc8j7lFOAGLGSNEg8f/PaI3cgTBqhFkHUrPk=
-github.com/AdaLogics/go-fuzz-headers v0.0.0-20240806141605-e8a1dd7889d6 h1:He8afgbRMd7mFxO99hRNu+6tazq8nFF9lIwo9JFroBk=
-github.com/AdaLogics/go-fuzz-headers v0.0.0-20240806141605-e8a1dd7889d6/go.mod h1:8o94RPi1/7XTJvwPpRSzSUedZrtlirdB3r9Z20bi2f8=
 github.com/Azure/azure-sdk-for-go/sdk/azcore v1.18.0 h1:Gt0j3wceWMwPmiazCa8MzMA0MfhmPIz0Qp0FJ6qcM0U=
 github.com/Azure/azure-sdk-for-go/sdk/azcore v1.18.0/go.mod h1:Ot/6aikWnKWi4l9QB7qVSwa8iMphQNqkWALMoNT3rzM=
 github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.10.1 h1:B+blDbyVIG3WaikNxPnhPiJ1MThR03b3vKGtER95TP4=
@@ -802,14 +800,6 @@ github.com/cncf/xds/go v0.0.0-20250501225837-2ac532fd4443 h1:aQ3y1lwWyqYPiWZThqv
 github.com/cncf/xds/go v0.0.0-20250501225837-2ac532fd4443/go.mod h1:W+zGtBO5Y1IgJhy4+A9GOqVhqLpfZi+vwmdNXUehLA8=
 github.com/containerd/continuity v0.4.5 h1:ZRoN1sXq9u7V6QoHMcVWGhOwDFqZ4B9i5H6un1Wh0x4=
 github.com/containerd/continuity v0.4.5/go.mod h1:/lNJvtJKUQStBzpVQ1+rasXO1LAWtUQssk28EZvJ3nE=
-github.com/containerd/errdefs v1.0.0 h1:tg5yIfIlQIrxYtu9ajqY42W3lpS19XqdxRQeEwYG8PI=
-github.com/containerd/errdefs v1.0.0/go.mod h1:+YBYIdtsnF4Iw6nWZhJcqGSg/dwvV7tyJ/kCkyJ2k+M=
-github.com/containerd/errdefs/pkg v0.3.0 h1:9IKJ06FvyNlexW690DXuQNx2KA2cUJXx151Xdx3ZPPE=
-github.com/containerd/errdefs/pkg v0.3.0/go.mod h1:NJw6s9HwNuRhnjJhM7pylWwMyAkmCQvQ4GpJHEqRLVk=
-github.com/containerd/log v0.1.0 h1:TCJt7ioM2cr/tfR8GPbGf9/VRAX8D2B4PjzCpfX540I=
-github.com/containerd/log v0.1.0/go.mod h1:VRRf09a7mHDIRezVKTRCrOq78v577GXq3bSa3EhrzVo=
-github.com/containerd/platforms v0.2.1 h1:zvwtM3rz2YHPQsF2CHYM8+KtB5dvhISiXh5ZpSBQv6A=
-github.com/containerd/platforms v0.2.1/go.mod h1:XHCb+2/hzowdiut9rkudds9bE5yJ7npe7dG/wG+uFPw=
 github.com/couchbase/gocb/v2 v2.11.1 h1:xWDco7Qk/XSvGUjbUWRaXi0V35nsMijJnm4vHXN/rqY=
 github.com/couchbase/gocb/v2 v2.11.1/go.mod h1:aSh1Cmd1sPRpYyiBD5iWPehPWaTVF/oYhrtOAITWb/4=
 github.com/couchbase/gocbcore/v10 v10.8.1 h1:i4SnH0DH9APGC4GS2vS2m+3u08V7oJwviamOXdgAZOQ=
@@ -826,12 +816,8 @@ github.com/couchbaselabs/gocaves/client v0.0.0-20250107114554-f96479220ae8 h1:MQ
 github.com/couchbaselabs/gocaves/client v0.0.0-20250107114554-f96479220ae8/go.mod h1:AVekAZwIY2stsJOMWLAS/0uA/+qdp7pjO8EHnl61QkY=
 github.com/couchbaselabs/gocbconnstr/v2 v2.0.0 h1:HU9DlAYYWR69jQnLN6cpg0fh0hxW/8d5hnglCXXjW78=
 github.com/couchbaselabs/gocbconnstr/v2 v2.0.0/go.mod h1:o7T431UOfFVHDNvMBUmUxpHnhivwv7BziUao/nMl81E=
-github.com/cpuguy83/dockercfg v0.3.2 h1:DlJTyZGBDlXqUZ2Dk2Q3xHs/FtnooJJVaad2S9GKorA=
-github.com/cpuguy83/dockercfg v0.3.2/go.mod h1:sugsbF4//dDlL/i+S+rtpIWp+5h0BHJHfjj5/jFyUJc=
 github.com/cpuguy83/go-md2man/v2 v2.0.6/go.mod h1:oOW0eioCTA6cOiMLiUPZOpcVxMig6NIQQ7OS05n1F4g=
 github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E=
-github.com/creack/pty v1.1.18 h1:n56/Zwd5o6whRC5PMGretI4IdRLlmBXYNjScPaBgsbY=
-github.com/creack/pty v1.1.18/go.mod h1:MOBLtS5ELjhRRrroQr9kyvTxUAFNvYEK993ew/Vr4O4=
 github.com/danieljoos/wincred v1.2.2 h1:774zMFJrqaeYCK2W57BgAem/MLi6mtSE47MB6BOJ0i0=
 github.com/danieljoos/wincred v1.2.2/go.mod h1:w7w4Utbrz8lqeMbDAK0lkNJUv5sAOkFi7nd/ogr0Uh8=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
@@ -840,12 +826,10 @@ github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1
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@@ -856,8 +840,6 @@ github.com/dustin/go-humanize v1.0.1 h1:GzkhY7T5VNhEkwH0PVJgjz+fX1rhBrR7pRT3mDkp
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@@ -931,8 +913,6 @@ github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI=
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@@ -1194,13 +1174,9 @@ github.com/lib/pq v1.10.9 h1:YXG7RB+JIjhP29X+OtkiDnYaXQwpS4JEWq7dtCCRUEw=
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@@ -1218,18 +1194,8 @@ github.com/minio/c2goasm v0.0.0-20190812172519-36a3d3bbc4f3 h1:+n/aFZefKZp7spd8D
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@@ -1240,8 +1206,6 @@ github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjY
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@@ -1290,8 +1254,6 @@ github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10/go.mod h1
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@@ -1313,8 +1275,6 @@ github.com/ruudk/golang-pdf417 v0.0.0-20181029194003-1af4ab5afa58/go.mod h1:6lfF
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@@ -1352,15 +1312,9 @@ github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o
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@@ -1393,8 +1347,6 @@ github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9dec
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@@ -1675,7 +1627,6 @@ golang.org/x/sys v0.0.0-20190507160741-ecd444e8653b/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20190606165138-5da285871e9c/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20190624142023-c5567b49c5d0/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20190726091711-fc99dfbffb4e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
-golang.org/x/sys v0.0.0-20190916202348-b4ddaad3f8a3/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20191001151750-bb3f8db39f24/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
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@@ -1697,7 +1648,6 @@ golang.org/x/sys v0.0.0-20200905004654-be1d3432aa8f/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
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 golang.org/x/sys v0.0.0-20201201145000-ef89a241ccb3/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
-golang.org/x/sys v0.0.0-20201204225414-ed752295db88/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210104204734-6f8348627aad/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210119212857-b64e53b001e4/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210220050731-9a76102bfb43/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
@@ -1750,7 +1700,6 @@ golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.7.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.11.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.12.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.17.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.20.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
@@ -2180,8 +2129,6 @@ gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C
 gopkg.in/yaml.v3 v3.0.0-20210107192922-496545a6307b/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
-gotest.tools/v3 v3.5.2 h1:7koQfIKdy+I8UTetycgUqXWSDwpgv193Ka+qRsmBY8Q=
-gotest.tools/v3 v3.5.2/go.mod h1:LtdLGcnqToBH83WByAAi/wiwSFCArdFIUV/xxN4pcjA=
 honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190106161140-3f1c8253044a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190418001031-e561f6794a2a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
--- a/internal/prebuiltconfigs/prebuiltconfigs_test.go
+++ b/internal/prebuiltconfigs/prebuiltconfigs_test.go
@@ -21,7 +21,6 @@ import (
 )

 var expectedToolSources = []string{
-	"alloydb-omni",
 	"alloydb-postgres-admin",
 	"alloydb-postgres-observability",
 	"alloydb-postgres",
@@ -100,7 +99,6 @@ func TestLoadPrebuiltToolYAMLs(t *testing.T) {
 }

 func TestGetPrebuiltTool(t *testing.T) {
-	alloydb_omni_config, _ := Get("alloydb-omni")
 	alloydb_admin_config, _ := Get("alloydb-postgres-admin")
 	alloydb_observability_config, _ := Get("alloydb-postgres-observability")
 	alloydb_config, _ := Get("alloydb-postgres")
@@ -131,9 +129,6 @@ func TestGetPrebuiltTool(t *testing.T) {
 	neo4jconfig, _ := Get("neo4j")
 	healthcare_config, _ := Get("cloud-healthcare")
 	snowflake_config, _ := Get("snowflake")
-	if len(alloydb_omni_config) <= 0 {
-		t.Fatalf("unexpected error: could not fetch alloydb omni prebuilt tools yaml")
-	}
 	if len(alloydb_admin_config) <= 0 {
 		t.Fatalf("unexpected error: could not fetch alloydb admin prebuilt tools yaml")
 	}
--- a/internal/prebuiltconfigs/tools/alloydb-omni.yaml
+++ b/internal/prebuiltconfigs/tools/alloydb-omni.yaml
@@ -1,277 +0,0 @@
-# Copyright 2026 Google LLC
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-sources:
-    alloydb-omni-source:
-        kind: postgres
-        host: ${ALLOYDB_OMNI_HOST:localhost}
-        port: ${ALLOYDB_OMNI_PORT:5432}
-        database: ${ALLOYDB_OMNI_DATABASE}
-        user: ${ALLOYDB_OMNI_USER}
-        password: ${ALLOYDB_OMNI_PASSWORD:}
-        queryParams: ${ALLOYDB_OMNI_QUERY_PARAMS:}
-
-tools:
-    execute_sql:
-        kind: postgres-execute-sql
-        source: alloydb-omni-source
-        description: Use this tool to execute sql.
-
-    list_tables:
-        kind: postgres-list-tables
-        source: alloydb-omni-source
-        description: "Lists detailed schema information (object type, columns, constraints, indexes, triggers, owner, comment) as JSON for user-created tables (ordinary or partitioned). Filters by a comma-separated list of names. If names are omitted, lists all tables in user schemas."
-
-    list_active_queries:
-        kind: postgres-list-active-queries
-        source: alloydb-omni-source
-        description: "List the top N (default 50) currently running queries (state='active') from pg_stat_activity, ordered by longest-running first. Returns pid, user, database, application_name, client_addr, state, wait_event_type/wait_event, backend/xact/query start times, computed query_duration, and the SQL text."
-
-    list_available_extensions:
-        kind: postgres-list-available-extensions
-        source: alloydb-omni-source
-        description: "Discover all PostgreSQL extensions available for installation on this server, returning name, default_version, and description."
-
-    list_installed_extensions:
-        kind: postgres-list-installed-extensions
-        source: alloydb-omni-source
-        description: "List all installed PostgreSQL extensions with their name, version, schema, owner, and description."
-
-    long_running_transactions:
-        kind: postgres-long-running-transactions
-        source: alloydb-omni-source
-
-    list_locks:
-        kind: postgres-list-locks
-        source: alloydb-omni-source
-
-    replication_stats:
-        kind: postgres-replication-stats
-        source: alloydb-omni-source
-
-    list_autovacuum_configurations:
-        kind: postgres-sql
-        source: alloydb-omni-source
-        description: "List PostgreSQL autovacuum-related configurations (name and current setting) from pg_settings."
-        statement: |
-            SELECT name,
-                setting
-            FROM   pg_settings
-            WHERE  category = 'Autovacuum';
-
-    list_columnar_configurations:
-        kind: postgres-sql
-        source: alloydb-omni-source
-        description: "List AlloyDB Omni columnar-related configurations (name and current setting) from pg_settings."
-        statement: |
-            SELECT name,
-                setting
-            FROM   pg_settings
-            WHERE  name like 'google_columnar_engine.%';
-
-    list_columnar_recommended_columns:
-        kind: postgres-sql
-        source: alloydb-omni-source
-        description: "List AlloyDB Omni columnar-related configurations (name and current setting) from pg_settings."
-        statement: select * from g_columnar_recommended_columns;
-
-    list_memory_configurations:
-        kind: postgres-sql
-        source: alloydb-omni-source
-        description: "List PostgreSQL memory-related configurations (name and current setting) from pg_settings."
-        statement: |
-            (
-                SELECT
-                name,
-                pg_size_pretty((setting::bigint * 1024)::bigint) setting
-                FROM pg_settings
-                WHERE name IN ('work_mem', 'maintenance_work_mem')
-            )
-            UNION ALL
-            (
-                SELECT
-                name,
-                pg_size_pretty((((setting::bigint) * 8) * 1024)::bigint)
-                FROM pg_settings
-                WHERE name IN ('shared_buffers', 'wal_buffers', 'effective_cache_size', 'temp_buffers')
-            )
-            ORDER BY 1 DESC;
-
-    list_top_bloated_tables:
-        kind: postgres-sql
-        source: alloydb-omni-source
-        description: |
-            List the top tables by dead-tuple (approximate bloat signal), returning schema, table, live/dead tuples, percentage, and last vacuum/analyze times.
-        statement: |
-            SELECT
-                schemaname AS schema_name,
-                relname AS relation_name,
-                n_live_tup AS live_tuples,
-                n_dead_tup AS dead_tuples,
-                TRUNC((n_dead_tup::NUMERIC / NULLIF(n_live_tup + n_dead_tup, 0)) * 100, 2) AS dead_tuple_percentage,
-                last_vacuum,
-                last_autovacuum,
-                last_analyze,
-                last_autoanalyze
-            FROM pg_stat_user_tables
-            ORDER BY n_dead_tup DESC
-            LIMIT COALESCE($1::int, 50);
-        parameters:
-            - name: limit
-              description: "The maximum number of results to return."
-              type: integer
-              default: 50
-
-    list_replication_slots:
-        kind: postgres-sql
-        source: alloydb-omni-source
-        description: "List key details for all PostgreSQL replication slots (e.g., type, database, active status) and calculates the size of the outstanding WAL that is being prevented from removal by the slot."
-        statement: |
-            SELECT
-            slot_name,
-            slot_type,
-            plugin,
-            database,
-            temporary,
-            active,
-            restart_lsn,
-            confirmed_flush_lsn,
-            xmin,
-            catalog_xmin,
-            pg_size_pretty(pg_wal_lsn_diff(pg_current_wal_lsn(), restart_lsn)) AS retained_wal
-            FROM pg_replication_slots;
-
-    list_invalid_indexes:
-        kind: postgres-sql
-        source: alloydb-omni-source
-        description: "Lists all invalid PostgreSQL indexes which are taking up disk space but are unusable by the query planner. Typically created by failed CREATE INDEX CONCURRENTLY operations."
-        statement: |
-            SELECT
-                nspname AS schema_name,
-                indexrelid::regclass AS index_name,
-                indrelid::regclass AS table_name,
-                pg_size_pretty(pg_total_relation_size(indexrelid)) AS index_size,
-                indisready,
-                indisvalid,
-                pg_get_indexdef(pg_class.oid) AS index_def
-            FROM pg_index
-            JOIN pg_class ON pg_class.oid = pg_index.indexrelid
-            JOIN pg_namespace ON pg_namespace.oid = pg_class.relnamespace
-            WHERE indisvalid = FALSE;
-
-    get_query_plan:
-        kind: postgres-sql
-        source: alloydb-omni-source
-        description: "Generate a PostgreSQL EXPLAIN plan in JSON format for a single SQL statement—without executing it. This returns the optimizer's estimated plan, costs, and rows (no ANALYZE, no extra options). Use in production safely for plan inspection, regression checks, and query tuning workflows."
-        statement: |
-            EXPLAIN (FORMAT JSON) {{.query}};
-        templateParameters:
-            - name: query
-              type: string
-              description: "The SQL statement for which you want to generate plan (omit the EXPLAIN keyword)."
-              required: true
-
-    list_views:
-        kind: postgres-list-views
-        source: alloydb-omni-source
-
-    list_schemas:
-        kind: postgres-list-schemas
-        source: alloydb-omni-source
-
-    list_indexes:
-        kind: postgres-list-indexes
-        source: alloydb-omni-source
-
-    list_sequences:
-        kind: postgres-list-sequences
-        source: alloydb-omni-source
-
-    database_overview:
-        kind: postgres-database-overview
-        source: alloydb-omni-source
-
-    list_triggers:
-        kind: postgres-list-triggers
-        source: alloydb-omni-source
-
-    list_query_stats:
-        kind: postgres-list-query-stats
-        source: alloydb-omni-source
-
-    get_column_cardinality:
-        kind: postgres-get-column-cardinality
-        source: alloydb-omni-source
-
-    list_table_stats:
-        kind: postgres-list-table-stats
-        source: alloydb-omni-source
-
-    list_publication_tables:
-        kind: postgres-list-publication-tables
-        source: alloydb-omni-source
-
-    list_tablespaces:
-        kind: postgres-list-tablespaces
-        source: alloydb-omni-source
-
-    list_pg_settings:
-        kind: postgres-list-pg-settings
-        source: alloydb-omni-source
-
-    list_database_stats:
-        kind: postgres-list-database-stats
-        source: alloydb-omni-source
-
-    list_roles:
-        kind: postgres-list-roles
-        source: alloydb-omni-source
-
-    list_stored_procedure:
-        kind: postgres-list-stored-procedure
-        source: alloydb-omni-source
-
-toolsets:
-    alloydb_omni_database_tools:
-        - execute_sql
-        - list_tables
-        - list_active_queries
-        - list_available_extensions
-        - list_installed_extensions
-        - list_autovacuum_configurations
-        - list_columnar_configurations
-        - list_columnar_recommended_columns
-        - list_memory_configurations
-        - list_top_bloated_tables
-        - list_replication_slots
-        - list_invalid_indexes
-        - get_query_plan
-        - list_views
-        - list_schemas
-        - database_overview
-        - list_triggers
-        - list_indexes
-        - list_sequences
-        - long_running_transactions
-        - list_locks
-        - replication_stats
-        - list_query_stats
-        - get_column_cardinality
-        - list_publication_tables
-        - list_tablespaces
-        - list_pg_settings
-        - list_database_stats
-        - list_roles
-        - list_table_stats
-        - list_stored_procedure
--- a/internal/server/config.go
+++ b/internal/server/config.go
@@ -64,14 +64,12 @@ type ServerConfig struct {
 	Stdio bool
 	// DisableReload indicates if the user has disabled dynamic reloading for Toolbox.
 	DisableReload bool
-	// UI indicates if Toolbox UI endpoints (/ui) are available.
+	// UI indicates if Toolbox UI endpoints (/ui) are available
 	UI bool
 	// Specifies a list of origins permitted to access this server.
 	AllowedOrigins []string
-	// Specifies a list of hosts permitted to access this server.
+	// Specifies a list of hosts permitted to access this server
 	AllowedHosts []string
-	// UserAgentMetadata specifies additional metadata to append to the User-Agent string.
-	UserAgentMetadata []string
 }

 type logFormat string
--- a/internal/server/mcp/v20241105/method.go
+++ b/internal/server/mcp/v20241105/method.go
@@ -183,13 +183,6 @@ func toolsCallHandler(ctx context.Context, id jsonrpc.RequestId, resourceMgr *re
 	}
 	logger.DebugContext(ctx, fmt.Sprintf("invocation params: %s", params))

-	embeddingModels := resourceMgr.GetEmbeddingModelMap()
-	params, err = tool.EmbedParams(ctx, params, embeddingModels)
-	if err != nil {
-		err = fmt.Errorf("error embedding parameters: %w", err)
-		return jsonrpc.NewError(id, jsonrpc.INVALID_PARAMS, err.Error(), nil), err
-	}
-
 	// run tool invocation and generate response.
 	results, err := tool.Invoke(ctx, resourceMgr, params, accessToken)
 	if err != nil {
--- a/internal/server/mcp/v20250326/method.go
+++ b/internal/server/mcp/v20250326/method.go
@@ -183,13 +183,6 @@ func toolsCallHandler(ctx context.Context, id jsonrpc.RequestId, resourceMgr *re
 	}
 	logger.DebugContext(ctx, fmt.Sprintf("invocation params: %s", params))

-	embeddingModels := resourceMgr.GetEmbeddingModelMap()
-	params, err = tool.EmbedParams(ctx, params, embeddingModels)
-	if err != nil {
-		err = fmt.Errorf("error embedding parameters: %w", err)
-		return jsonrpc.NewError(id, jsonrpc.INVALID_PARAMS, err.Error(), nil), err
-	}
-
 	// run tool invocation and generate response.
 	results, err := tool.Invoke(ctx, resourceMgr, params, accessToken)
 	if err != nil {
--- a/internal/server/mcp/v20250618/method.go
+++ b/internal/server/mcp/v20250618/method.go
@@ -176,13 +176,6 @@ func toolsCallHandler(ctx context.Context, id jsonrpc.RequestId, resourceMgr *re
 	}
 	logger.DebugContext(ctx, fmt.Sprintf("invocation params: %s", params))

-	embeddingModels := resourceMgr.GetEmbeddingModelMap()
-	params, err = tool.EmbedParams(ctx, params, embeddingModels)
-	if err != nil {
-		err = fmt.Errorf("error embedding parameters: %w", err)
-		return jsonrpc.NewError(id, jsonrpc.INVALID_PARAMS, err.Error(), nil), err
-	}
-
 	// run tool invocation and generate response.
 	results, err := tool.Invoke(ctx, resourceMgr, params, accessToken)
 	if err != nil {
--- a/internal/server/mcp/v20251125/method.go
+++ b/internal/server/mcp/v20251125/method.go
@@ -176,13 +176,6 @@ func toolsCallHandler(ctx context.Context, id jsonrpc.RequestId, resourceMgr *re
 	}
 	logger.DebugContext(ctx, fmt.Sprintf("invocation params: %s", params))

-	embeddingModels := resourceMgr.GetEmbeddingModelMap()
-	params, err = tool.EmbedParams(ctx, params, embeddingModels)
-	if err != nil {
-		err = fmt.Errorf("error embedding parameters: %w", err)
-		return jsonrpc.NewError(id, jsonrpc.INVALID_PARAMS, err.Error(), nil), err
-	}
-
 	// run tool invocation and generate response.
 	results, err := tool.Invoke(ctx, resourceMgr, params, accessToken)
 	if err != nil {
--- a/internal/server/server.go
+++ b/internal/server/server.go
@@ -64,11 +64,7 @@ func InitializeConfigs(ctx context.Context, cfg ServerConfig) (
 	map[string]prompts.Promptset,
 	error,
 ) {
-	metadataStr := cfg.Version
-	if len(cfg.UserAgentMetadata) > 0 {
-		metadataStr += "+" + strings.Join(cfg.UserAgentMetadata, "+")
-	}
-	ctx = util.WithUserAgent(ctx, metadataStr)
+	ctx = util.WithUserAgent(ctx, cfg.Version)
 	instrumentation, err := util.InstrumentationFromContext(ctx)
 	if err != nil {
 		panic(err)
--- a/internal/tools/cloudhealthcare/cloudhealthcarefhirfetchpage/cloudhealthcarefhirfetchpage.go
+++ b/internal/tools/cloudhealthcare/cloudhealthcarefhirfetchpage/cloudhealthcarefhirfetchpage.go
@@ -103,12 +103,10 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 	if !ok {
 		return nil, fmt.Errorf("invalid or missing '%s' parameter; expected a string", pageURLKey)
 	}
-	var tokenStr string
-	if source.UseClientAuthorization() {
-		tokenStr, err = accessToken.ParseBearerToken()
-		if err != nil {
-			return nil, fmt.Errorf("error parsing access token: %w", err)
-		}
+
+	tokenStr, err := accessToken.ParseBearerToken()
+	if err != nil {
+		return nil, fmt.Errorf("error parsing access token: %w", err)
 	}
 	return source.FHIRFetchPage(ctx, url, tokenStr)
 }
--- a/internal/tools/cloudhealthcare/cloudhealthcarefhirpatienteverything/cloudhealthcarefhirpatienteverything.go
+++ b/internal/tools/cloudhealthcare/cloudhealthcarefhirpatienteverything/cloudhealthcarefhirpatienteverything.go
@@ -131,12 +131,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 		return nil, fmt.Errorf("invalid or missing '%s' parameter; expected a string", patientIDKey)
 	}

-	var tokenStr string
-	if source.UseClientAuthorization() {
-		tokenStr, err = accessToken.ParseBearerToken()
-		if err != nil {
-			return nil, fmt.Errorf("error parsing access token: %w", err)
-		}
+	tokenStr, err := accessToken.ParseBearerToken()
+	if err != nil {
+		return nil, fmt.Errorf("error parsing access token: %w", err)
 	}

 	var opts []googleapi.CallOption
--- a/internal/tools/cloudhealthcare/cloudhealthcarefhirpatientsearch/cloudhealthcarefhirpatientsearch.go
+++ b/internal/tools/cloudhealthcare/cloudhealthcarefhirpatientsearch/cloudhealthcarefhirpatientsearch.go
@@ -161,12 +161,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 		return nil, err
 	}

-	var tokenStr string
-	if source.UseClientAuthorization() {
-		tokenStr, err = accessToken.ParseBearerToken()
-		if err != nil {
-			return nil, fmt.Errorf("error parsing access token: %w", err)
-		}
+	tokenStr, err := accessToken.ParseBearerToken()
+	if err != nil {
+		return nil, fmt.Errorf("error parsing access token: %w", err)
 	}

 	var summary bool
--- a/internal/tools/cloudhealthcare/cloudhealthcaregetdataset/cloudhealthcaregetdataset.go
+++ b/internal/tools/cloudhealthcare/cloudhealthcaregetdataset/cloudhealthcaregetdataset.go
@@ -95,12 +95,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 	if err != nil {
 		return nil, err
 	}
-	var tokenStr string
-	if source.UseClientAuthorization() {
-		tokenStr, err = accessToken.ParseBearerToken()
-		if err != nil {
-			return nil, fmt.Errorf("error parsing access token: %w", err)
-		}
+	tokenStr, err := accessToken.ParseBearerToken()
+	if err != nil {
+		return nil, fmt.Errorf("error parsing access token: %w", err)
 	}
 	return source.GetDataset(tokenStr)
 }
--- a/internal/tools/cloudhealthcare/cloudhealthcaregetdicomstore/cloudhealthcaregetdicomstore.go
+++ b/internal/tools/cloudhealthcare/cloudhealthcaregetdicomstore/cloudhealthcaregetdicomstore.go
@@ -116,12 +116,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 	if err != nil {
 		return nil, err
 	}
-	var tokenStr string
-	if source.UseClientAuthorization() {
-		tokenStr, err = accessToken.ParseBearerToken()
-		if err != nil {
-			return nil, fmt.Errorf("error parsing access token: %w", err)
-		}
+	tokenStr, err := accessToken.ParseBearerToken()
+	if err != nil {
+		return nil, fmt.Errorf("error parsing access token: %w", err)
 	}
 	return source.GetDICOMStore(storeID, tokenStr)
 }
--- a/internal/tools/cloudhealthcare/cloudhealthcaregetdicomstoremetrics/cloudhealthcaregetdicomstoremetrics.go
+++ b/internal/tools/cloudhealthcare/cloudhealthcaregetdicomstoremetrics/cloudhealthcaregetdicomstoremetrics.go
@@ -116,12 +116,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 	if err != nil {
 		return nil, err
 	}
-	var tokenStr string
-	if source.UseClientAuthorization() {
-		tokenStr, err = accessToken.ParseBearerToken()
-		if err != nil {
-			return nil, fmt.Errorf("error parsing access token: %w", err)
-		}
+	tokenStr, err := accessToken.ParseBearerToken()
+	if err != nil {
+		return nil, fmt.Errorf("error parsing access token: %w", err)
 	}
 	return source.GetDICOMStoreMetrics(storeID, tokenStr)
 }
--- a/internal/tools/cloudhealthcare/cloudhealthcaregetfhirresource/cloudhealthcaregetfhirresource.go
+++ b/internal/tools/cloudhealthcare/cloudhealthcaregetfhirresource/cloudhealthcaregetfhirresource.go
@@ -130,12 +130,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 	if !ok {
 		return nil, fmt.Errorf("invalid or missing '%s' parameter; expected a string", idKey)
 	}
-	var tokenStr string
-	if source.UseClientAuthorization() {
-		tokenStr, err = accessToken.ParseBearerToken()
-		if err != nil {
-			return nil, fmt.Errorf("error parsing access token: %w", err)
-		}
+	tokenStr, err := accessToken.ParseBearerToken()
+	if err != nil {
+		return nil, fmt.Errorf("error parsing access token: %w", err)
 	}
 	return source.GetFHIRResource(storeID, resType, resID, tokenStr)
 }
--- a/internal/tools/cloudhealthcare/cloudhealthcaregetfhirstore/cloudhealthcaregetfhirstore.go
+++ b/internal/tools/cloudhealthcare/cloudhealthcaregetfhirstore/cloudhealthcaregetfhirstore.go
@@ -116,12 +116,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 	if err != nil {
 		return nil, err
 	}
-	var tokenStr string
-	if source.UseClientAuthorization() {
-		tokenStr, err = accessToken.ParseBearerToken()
-		if err != nil {
-			return nil, fmt.Errorf("error parsing access token: %w", err)
-		}
+	tokenStr, err := accessToken.ParseBearerToken()
+	if err != nil {
+		return nil, fmt.Errorf("error parsing access token: %w", err)
 	}
 	return source.GetFHIRStore(storeID, tokenStr)
 }
--- a/internal/tools/cloudhealthcare/cloudhealthcaregetfhirstoremetrics/cloudhealthcaregetfhirstoremetrics.go
+++ b/internal/tools/cloudhealthcare/cloudhealthcaregetfhirstoremetrics/cloudhealthcaregetfhirstoremetrics.go
@@ -116,12 +116,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 	if err != nil {
 		return nil, err
 	}
-	var tokenStr string
-	if source.UseClientAuthorization() {
-		tokenStr, err = accessToken.ParseBearerToken()
-		if err != nil {
-			return nil, fmt.Errorf("error parsing access token: %w", err)
-		}
+	tokenStr, err := accessToken.ParseBearerToken()
+	if err != nil {
+		return nil, fmt.Errorf("error parsing access token: %w", err)
 	}
 	return source.GetFHIRStoreMetrics(storeID, tokenStr)
 }
--- a/internal/tools/cloudhealthcare/cloudhealthcarelistdicomstores/cloudhealthcarelistdicomstores.go
+++ b/internal/tools/cloudhealthcare/cloudhealthcarelistdicomstores/cloudhealthcarelistdicomstores.go
@@ -95,12 +95,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 	if err != nil {
 		return nil, err
 	}
-	var tokenStr string
-	if source.UseClientAuthorization() {
-		tokenStr, err = accessToken.ParseBearerToken()
-		if err != nil {
-			return nil, fmt.Errorf("error parsing access token: %w", err)
-		}
+	tokenStr, err := accessToken.ParseBearerToken()
+	if err != nil {
+		return nil, fmt.Errorf("error parsing access token: %w", err)
 	}
 	return source.ListDICOMStores(tokenStr)
 }
--- a/internal/tools/cloudhealthcare/cloudhealthcarelistfhirstores/cloudhealthcarelistfhirstores.go
+++ b/internal/tools/cloudhealthcare/cloudhealthcarelistfhirstores/cloudhealthcarelistfhirstores.go
@@ -95,12 +95,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 	if err != nil {
 		return nil, err
 	}
-	var tokenStr string
-	if source.UseClientAuthorization() {
-		tokenStr, err = accessToken.ParseBearerToken()
-		if err != nil {
-			return nil, fmt.Errorf("error parsing access token: %w", err)
-		}
+	tokenStr, err := accessToken.ParseBearerToken()
+	if err != nil {
+		return nil, fmt.Errorf("error parsing access token: %w", err)
 	}
 	return source.ListFHIRStores(tokenStr)
 }
--- a/internal/tools/cloudhealthcare/cloudhealthcareretrieverendereddicominstance/cloudhealthcareretrieverendereddicominstance.go
+++ b/internal/tools/cloudhealthcare/cloudhealthcareretrieverendereddicominstance/cloudhealthcareretrieverendereddicominstance.go
@@ -127,12 +127,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 	if err != nil {
 		return nil, err
 	}
-	var tokenStr string
-	if source.UseClientAuthorization() {
-		tokenStr, err = accessToken.ParseBearerToken()
-		if err != nil {
-			return nil, fmt.Errorf("error parsing access token: %w", err)
-		}
+	tokenStr, err := accessToken.ParseBearerToken()
+	if err != nil {
+		return nil, fmt.Errorf("error parsing access token: %w", err)
 	}
 	study, ok := params.AsMap()[studyInstanceUIDKey].(string)
 	if !ok {
--- a/internal/tools/cloudhealthcare/cloudhealthcaresearchdicominstances/cloudhealthcaresearchdicominstances.go
+++ b/internal/tools/cloudhealthcare/cloudhealthcaresearchdicominstances/cloudhealthcaresearchdicominstances.go
@@ -140,12 +140,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 	if err != nil {
 		return nil, err
 	}
-	var tokenStr string
-	if source.UseClientAuthorization() {
-		tokenStr, err = accessToken.ParseBearerToken()
-		if err != nil {
-			return nil, fmt.Errorf("error parsing access token: %w", err)
-		}
+	tokenStr, err := accessToken.ParseBearerToken()
+	if err != nil {
+		return nil, fmt.Errorf("error parsing access token: %w", err)
 	}

 	opts, err := common.ParseDICOMSearchParameters(params, []string{sopInstanceUIDKey, patientNameKey, patientIDKey, accessionNumberKey, referringPhysicianNameKey, studyDateKey, modalityKey})
--- a/internal/tools/cloudhealthcare/cloudhealthcaresearchdicomseries/cloudhealthcaresearchdicomseries.go
+++ b/internal/tools/cloudhealthcare/cloudhealthcaresearchdicomseries/cloudhealthcaresearchdicomseries.go
@@ -138,12 +138,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 	if err != nil {
 		return nil, err
 	}
-	var tokenStr string
-	if source.UseClientAuthorization() {
-		tokenStr, err = accessToken.ParseBearerToken()
-		if err != nil {
-			return nil, fmt.Errorf("error parsing access token: %w", err)
-		}
+	tokenStr, err := accessToken.ParseBearerToken()
+	if err != nil {
+		return nil, fmt.Errorf("error parsing access token: %w", err)
 	}

 	opts, err := common.ParseDICOMSearchParameters(params, []string{seriesInstanceUIDKey, patientNameKey, patientIDKey, accessionNumberKey, referringPhysicianNameKey, studyDateKey, modalityKey})
--- a/internal/tools/cloudhealthcare/cloudhealthcaresearchdicomstudies/cloudhealthcaresearchdicomstudies.go
+++ b/internal/tools/cloudhealthcare/cloudhealthcaresearchdicomstudies/cloudhealthcaresearchdicomstudies.go
@@ -133,12 +133,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
 	if err != nil {
 		return nil, err
 	}
-	var tokenStr string
-	if source.UseClientAuthorization() {
-		tokenStr, err = accessToken.ParseBearerToken()
-		if err != nil {
-			return nil, fmt.Errorf("error parsing access token: %w", err)
-		}
+	tokenStr, err := accessToken.ParseBearerToken()
+	if err != nil {
+		return nil, fmt.Errorf("error parsing access token: %w", err)
 	}
 	opts, err := common.ParseDICOMSearchParameters(params, []string{studyInstanceUIDKey, patientNameKey, patientIDKey, accessionNumberKey, referringPhysicianNameKey, studyDateKey})
 	if err != nil {
--- a/tests/alloydbomni/alloydb_omni_integration_test.go
+++ b/tests/alloydbomni/alloydb_omni_integration_test.go
@@ -1,162 +0,0 @@
-// Copyright 2026 Google LLC
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-package alloydbomni
-
-import (
-	"context"
-	"fmt"
-	"net/url"
-	"os"
-	"regexp"
-	"testing"
-	"time"
-
-	"github.com/googleapis/genai-toolbox/internal/testutils"
-	"github.com/googleapis/genai-toolbox/tests"
-	"github.com/jackc/pgx/v5/pgxpool"
-	"github.com/testcontainers/testcontainers-go"
-	"github.com/testcontainers/testcontainers-go/wait"
-)
-
-var (
-	AlloyDBSourceKind = "alloydb-omni-source"
-	AlloyDBToolKind   = "postgres-sql"
-	AlloyDBUser       = "postgres"
-	AlloyDBPass       = "mysecretpassword"
-	AlloyDBDatabase   = "postgres"
-)
-
-// Copied over from postgres.go
-func initAlloyDBConnectionPool(host, port, user, pass, dbname string) (*pgxpool.Pool, error) {
-	// urlExample := "postgres:dd//username:password@localhost:5432/database_name"
-	url := &url.URL{
-		Scheme: "postgres",
-		User:   url.UserPassword(user, pass),
-		Host:   fmt.Sprintf("%s:%s", host, port),
-		Path:   dbname,
-	}
-	pool, err := pgxpool.New(context.Background(), url.String())
-	if err != nil {
-		return nil, fmt.Errorf("Unable to create connection pool: %w", err)
-	}
-
-	return pool, nil
-}
-
-func setupAlloyDBContainer(ctx context.Context, t *testing.T) (string, string, func()) {
-	t.Helper()
-
-	req := testcontainers.ContainerRequest{
-		Image:        "google/alloydbomni:16.9.0-ubi9", // Pinning version for stability
-		ExposedPorts: []string{"5432/tcp"},
-		Env: map[string]string{
-			"POSTGRES_PASSWORD": AlloyDBPass,
-		},
-		WaitingFor: wait.ForAll(
-			wait.ForLog("Post Startup: Successfully reinstalled extensions"),
-			wait.ForExposedPort(),
-		),
-	}
-
-	container, err := testcontainers.GenericContainer(ctx, testcontainers.GenericContainerRequest{
-		ContainerRequest: req,
-		Started:          true,
-	})
-	if err != nil {
-		t.Fatalf("failed to start alloydb container: %s", err)
-	}
-
-	cleanup := func() {
-		if err := container.Terminate(ctx); err != nil {
-			t.Fatalf("failed to terminate container: %s", err)
-		}
-	}
-
-	host, err := container.Host(ctx)
-	if err != nil {
-		cleanup()
-		t.Fatalf("failed to get container host: %s", err)
-	}
-
-	mappedPort, err := container.MappedPort(ctx, "5432")
-	if err != nil {
-		cleanup()
-		t.Fatalf("failed to get container mapped port: %s", err)
-	}
-
-	return host, mappedPort.Port(), cleanup
-}
-
-func TestAlloyDB(t *testing.T) {
-	ctx, cancel := context.WithTimeout(context.Background(), 5*time.Minute)
-	defer cancel()
-
-	AlloyDBHost, AlloyDBPort, containerCleanup := setupAlloyDBContainer(ctx, t)
-	defer containerCleanup()
-
-	os.Setenv("ALLOYDB_OMNI_HOST", AlloyDBHost)
-	os.Setenv("ALLOYDB_OMNI_PORT", AlloyDBPort)
-	os.Setenv("ALLOYDB_OMNI_USER", AlloyDBUser)
-	os.Setenv("ALLOYDB_OMNI_PASSWORD", AlloyDBPass)
-	os.Setenv("ALLOYDB_OMNI_DATABASE", AlloyDBDatabase)
-
-	args := []string{"--prebuilt", "alloydb-omni"}
-
-	pool, err := initAlloyDBConnectionPool(AlloyDBHost, AlloyDBPort, AlloyDBUser, AlloyDBPass, AlloyDBDatabase)
-	if err != nil {
-		t.Fatalf("unable to create alloydb connection pool: %s", err)
-	}
-
-	// cleanup test environment
-	tests.CleanupPostgresTables(t, ctx, pool)
-
-	cmd, cleanup, err := tests.StartCmd(ctx, map[string]any{}, args...)
-	if err != nil {
-		t.Fatalf("command initialization returned an error: %s", err)
-	}
-	defer cleanup()
-
-	// Wait for server to be ready
-	waitCtx, waitCancel := context.WithTimeout(ctx, 30*time.Second)
-	defer waitCancel()
-
-	out, err := testutils.WaitForString(waitCtx, regexp.MustCompile(`Server ready to serve`), cmd.Out)
-	if err != nil {
-		t.Logf("toolbox command logs: \n%s", out)
-		t.Fatalf("toolbox didn't start successfully: %s", err)
-	}
-
-	// Run Postgres prebuilt tool tests
-	tests.RunPostgresListViewsTest(t, ctx, pool)
-	tests.RunPostgresListSchemasTest(t, ctx, pool)
-	tests.RunPostgresListActiveQueriesTest(t, ctx, pool)
-	tests.RunPostgresListAvailableExtensionsTest(t)
-	tests.RunPostgresListInstalledExtensionsTest(t)
-	tests.RunPostgresDatabaseOverviewTest(t, ctx, pool)
-	tests.RunPostgresListTriggersTest(t, ctx, pool)
-	tests.RunPostgresListIndexesTest(t, ctx, pool)
-	tests.RunPostgresListSequencesTest(t, ctx, pool)
-	tests.RunPostgresLongRunningTransactionsTest(t, ctx, pool)
-	tests.RunPostgresListLocksTest(t, ctx, pool)
-	tests.RunPostgresReplicationStatsTest(t, ctx, pool)
-	tests.RunPostgresGetColumnCardinalityTest(t, ctx, pool)
-	tests.RunPostgresListTableStatsTest(t, ctx, pool)
-	tests.RunPostgresListPublicationTablesTest(t, ctx, pool)
-	tests.RunPostgresListTableSpacesTest(t)
-	tests.RunPostgresListPgSettingsTest(t, ctx, pool)
-	tests.RunPostgresListDatabaseStatsTest(t, ctx, pool)
-	tests.RunPostgresListRolesTest(t, ctx, pool)
-	tests.RunPostgresListStoredProcedureTest(t, ctx, pool)
-}
--- a/tests/alloydbpg/alloydb_pg_integration_test.go
+++ b/tests/alloydbpg/alloydb_pg_integration_test.go
@@ -147,20 +147,12 @@ func TestAlloyDBPgToolEndpoints(t *testing.T) {
 	teardownTable2 := tests.SetupPostgresSQLTable(t, ctx, pool, createAuthTableStmt, insertAuthTableStmt, tableNameAuth, authTestParams)
 	defer teardownTable2(t)

-	// Set up table for semanti search
-	vectorTableName, tearDownVectorTable := tests.SetupPostgresVectorTable(t, ctx, pool)
-	defer tearDownVectorTable(t)
-
 	// Write config into a file and pass it to command
 	toolsFile := tests.GetToolsConfig(sourceConfig, AlloyDBPostgresToolKind, paramToolStmt, idParamToolStmt, nameParamToolStmt, arrayToolStmt, authToolStmt)
 	toolsFile = tests.AddExecuteSqlConfig(t, toolsFile, "postgres-execute-sql")
 	tmplSelectCombined, tmplSelectFilterCombined := tests.GetPostgresSQLTmplToolStatement()
 	toolsFile = tests.AddTemplateParamConfig(t, toolsFile, AlloyDBPostgresToolKind, tmplSelectCombined, tmplSelectFilterCombined, "")

-	// Add semantic search tool config
-	insertStmt, searchStmt := tests.GetPostgresVectorSearchStmts(vectorTableName)
-	toolsFile = tests.AddSemanticSearchConfig(t, toolsFile, AlloyDBPostgresToolKind, insertStmt, searchStmt)
-
 	toolsFile = tests.AddPostgresPrebuiltConfig(t, toolsFile)

 	cmd, cleanup, err := tests.StartCmd(ctx, toolsFile, args...)
--- a/tests/cloudhealthcare/cloud_healthcare_integration_test.go
+++ b/tests/cloudhealthcare/cloud_healthcare_integration_test.go
@@ -112,7 +112,8 @@ func TestHealthcareToolEndpoints(t *testing.T) {
 	fhirStoreID := "fhir-store-" + uuid.New().String()
 	dicomStoreID := "dicom-store-" + uuid.New().String()

-	patient1ID, patient2ID := setupHealthcareResources(t, healthcareService, healthcareDataset, fhirStoreID, dicomStoreID)
+	patient1ID, patient2ID, teardown := setupHealthcareResources(t, healthcareService, healthcareDataset, fhirStoreID, dicomStoreID)
+	defer teardown(t)

 	toolsFile := getToolsConfig(sourceConfig)
 	toolsFile = addClientAuthSourceConfig(t, toolsFile)
@@ -172,8 +173,10 @@ func TestHealthcareToolWithStoreRestriction(t *testing.T) {
 	disallowedFHIRStoreID := "fhir-store-disallowed-" + uuid.New().String()
 	disallowedDICOMStoreID := "dicom-store-disallowed-" + uuid.New().String()

-	setupHealthcareResources(t, healthcareService, healthcareDataset, allowedFHIRStoreID, allowedDICOMStoreID)
-	setupHealthcareResources(t, healthcareService, healthcareDataset, disallowedFHIRStoreID, disallowedDICOMStoreID)
+	_, _, teardownAllowedStores := setupHealthcareResources(t, healthcareService, healthcareDataset, allowedFHIRStoreID, allowedDICOMStoreID)
+	defer teardownAllowedStores(t)
+	_, _, teardownDisallowedStores := setupHealthcareResources(t, healthcareService, healthcareDataset, disallowedFHIRStoreID, disallowedDICOMStoreID)
+	defer teardownDisallowedStores(t)

 	// Configure source with dataset restriction.
 	sourceConfig["allowedFhirStores"] = []string{allowedFHIRStoreID}
@@ -254,7 +257,7 @@ func newHealthcareService(ctx context.Context) (*healthcare.Service, error) {
 	return healthcareService, nil
 }

-func setupHealthcareResources(t *testing.T, service *healthcare.Service, datasetID, fhirStoreID, dicomStoreID string) (string, string) {
+func setupHealthcareResources(t *testing.T, service *healthcare.Service, datasetID, fhirStoreID, dicomStoreID string) (string, string, func(*testing.T)) {
 	datasetName := fmt.Sprintf("projects/%s/locations/%s/datasets/%s", healthcareProject, healthcareRegion, datasetID)
 	var err error

@@ -263,24 +266,12 @@ func setupHealthcareResources(t *testing.T, service *healthcare.Service, dataset
 	if fhirStore, err = service.Projects.Locations.Datasets.FhirStores.Create(datasetName, fhirStore).FhirStoreId(fhirStoreID).Do(); err != nil {
 		t.Fatalf("failed to create fhir store: %v", err)
 	}
-	// Register cleanup
-	t.Cleanup(func() {
-		if _, err := service.Projects.Locations.Datasets.FhirStores.Delete(fhirStore.Name).Do(); err != nil {
-			t.Logf("failed to delete fhir store: %v", err)
-		}
-	})

 	// Create DICOM store
 	dicomStore := &healthcare.DicomStore{}
 	if dicomStore, err = service.Projects.Locations.Datasets.DicomStores.Create(datasetName, dicomStore).DicomStoreId(dicomStoreID).Do(); err != nil {
 		t.Fatalf("failed to create dicom store: %v", err)
 	}
-	// Register cleanup
-	t.Cleanup(func() {
-		if _, err := service.Projects.Locations.Datasets.DicomStores.Delete(dicomStore.Name).Do(); err != nil {
-			t.Logf("failed to delete dicom store: %v", err)
-		}
-	})

 	// Create Patient 1
 	patient1Body := bytes.NewBuffer([]byte(`{
@@ -326,7 +317,15 @@ func setupHealthcareResources(t *testing.T, service *healthcare.Service, dataset
 		createFHIRResource(t, service, fhirStore.Name, "Observation", observation2Body)
 	}

-	return patient1ID, patient2ID
+	teardown := func(t *testing.T) {
+		if _, err := service.Projects.Locations.Datasets.FhirStores.Delete(fhirStore.Name).Do(); err != nil {
+			t.Logf("failed to delete fhir store: %v", err)
+		}
+		if _, err := service.Projects.Locations.Datasets.DicomStores.Delete(dicomStore.Name).Do(); err != nil {
+			t.Logf("failed to delete dicom store: %v", err)
+		}
+	}
+	return patient1ID, patient2ID, teardown
 }

 func getToolsConfig(sourceConfig map[string]any) map[string]any {
--- a/tests/cloudsqlpg/cloud_sql_pg_integration_test.go
+++ b/tests/cloudsqlpg/cloud_sql_pg_integration_test.go
@@ -132,20 +132,12 @@ func TestCloudSQLPgSimpleToolEndpoints(t *testing.T) {
 	teardownTable2 := tests.SetupPostgresSQLTable(t, ctx, pool, createAuthTableStmt, insertAuthTableStmt, tableNameAuth, authTestParams)
 	defer teardownTable2(t)

-	// Set up table for semantic search
-	vectorTableName, tearDownVectorTable := tests.SetupPostgresVectorTable(t, ctx, pool)
-	defer tearDownVectorTable(t)
-
 	// Write config into a file and pass it to command
 	toolsFile := tests.GetToolsConfig(sourceConfig, CloudSQLPostgresToolKind, paramToolStmt, idParamToolStmt, nameParamToolStmt, arrayToolStmt, authToolStmt)
 	toolsFile = tests.AddExecuteSqlConfig(t, toolsFile, "postgres-execute-sql")
 	tmplSelectCombined, tmplSelectFilterCombined := tests.GetPostgresSQLTmplToolStatement()
 	toolsFile = tests.AddTemplateParamConfig(t, toolsFile, CloudSQLPostgresToolKind, tmplSelectCombined, tmplSelectFilterCombined, "")

-	// Add semantic search tool config
-	insertStmt, searchStmt := tests.GetPostgresVectorSearchStmts(vectorTableName)
-	toolsFile = tests.AddSemanticSearchConfig(t, toolsFile, CloudSQLPostgresToolKind, insertStmt, searchStmt)
-
 	toolsFile = tests.AddPostgresPrebuiltConfig(t, toolsFile)
 	cmd, cleanup, err := tests.StartCmd(ctx, toolsFile, args...)
 	if err != nil {
@@ -194,7 +186,6 @@ func TestCloudSQLPgSimpleToolEndpoints(t *testing.T) {
 	tests.RunPostgresListDatabaseStatsTest(t, ctx, pool)
 	tests.RunPostgresListRolesTest(t, ctx, pool)
 	tests.RunPostgresListStoredProcedureTest(t, ctx, pool)
-	tests.RunSemanticSearchToolInvokeTest(t, "null", "", "The quick brown fox")
 }

 // Test connection with different IP type
--- a/tests/common.go
+++ b/tests/common.go
@@ -214,12 +214,15 @@ func AddPostgresPrebuiltConfig(t *testing.T, config map[string]any) map[string]a
 		PostgresListDatabaseStatsToolKind       = "postgres-list-database-stats"
 		PostgresListRolesToolKind               = "postgres-list-roles"
 		PostgresListStoredProcedureToolKind     = "postgres-list-stored-procedure"
+
+
 	)

 	tools, ok := config["tools"].(map[string]any)
 	if !ok {
 		t.Fatalf("unable to get tools from config")
 	}
+
 	tools["list_tables"] = map[string]any{
 		"kind":        PostgresListTablesToolKind,
 		"source":      "my-instance",
@@ -943,6 +946,8 @@ func TestCloudSQLMySQL_IPTypeParsingFromYAML(t *testing.T) {

 // Finds and drops all tables in a postgres database.
 func CleanupPostgresTables(t *testing.T, ctx context.Context, pool *pgxpool.Pool) {
+	// fmt.println("")
+	t.Logf("in cleanupPostgrestTables");
 	query := `
 	SELECT table_name FROM information_schema.tables
 	WHERE table_schema = 'public' AND table_type = 'BASE TABLE';`
@@ -964,14 +969,31 @@ func CleanupPostgresTables(t *testing.T, ctx context.Context, pool *pgxpool.Pool
 	}

 	if len(tablesToDrop) == 0 {
+		t.Logf("No tables to drop in 'public' schema")
 		return
 	}
-
+	t.Logf("Tables to drop in 'public' schema: %s", strings.Join(tablesToDrop, ", "))
+	
 	dropQuery := fmt.Sprintf("DROP TABLE IF EXISTS %s CASCADE;", strings.Join(tablesToDrop, ", "))

 	if _, err := pool.Exec(ctx, dropQuery); err != nil {
 		t.Fatalf("Failed to drop all tables in 'public' schema: %v", err)
 	}
+
+	t.Logf("Dropped tables in 'public' schema: %s", strings.Join(tablesToDrop, ", "))
+
+
+	// // 1. Drop the entire public schema (this kills tables, views, types, etc.)
+    // dropSchema := "DROP SCHEMA public CASCADE;"
+    // // 2. Recreate the empty public schema
+    // createSchema := "CREATE SCHEMA public;"
+    // // 3. Grant permissions back (Postgres default)
+    // grantPublic := "GRANT ALL ON SCHEMA public TO public;"
+
+    // _, err := pool.Exec(ctx, dropSchema + createSchema + grantPublic)
+    // if err != nil {
+    //     t.Fatalf("Failed to nuclear-wipe the public schema: %v", err)
+    // }
 }

 // Finds and drops all tables in a mysql database.
--- a/tests/embedding.go
+++ b/tests/embedding.go
@@ -1,251 +0,0 @@
-// Copyright 2026 Google LLC
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-// Package tests contains end to end tests meant to verify the Toolbox Server
-// works as expected when executed as a binary.
-
-package tests
-
-import (
-	"bytes"
-	"context"
-	"encoding/json"
-	"fmt"
-	"io"
-	"net/http"
-	"os"
-	"strings"
-	"testing"
-
-	"github.com/google/uuid"
-	"github.com/googleapis/genai-toolbox/internal/server/mcp/jsonrpc"
-	"github.com/jackc/pgx/v5/pgxpool"
-)
-
-var apiKey = os.Getenv("API_KEY")
-
-// AddSemanticSearchConfig adds embedding models and semantic search tools to the config
-// with configurable tool kind and SQL statements.
-func AddSemanticSearchConfig(t *testing.T, config map[string]any, toolKind, insertStmt, searchStmt string) map[string]any {
-	config["embeddingModels"] = map[string]any{
-		"gemini_model": map[string]any{
-			"kind":      "gemini",
-			"model":     "gemini-embedding-001",
-			"apiKey":    apiKey,
-			"dimension": 768,
-		},
-	}
-
-	tools, ok := config["tools"].(map[string]any)
-	if !ok {
-		t.Fatalf("unable to get tools from config")
-	}
-
-	tools["insert_docs"] = map[string]any{
-		"kind":        toolKind,
-		"source":      "my-instance",
-		"description": "Stores content and its vector embedding into the documents table.",
-		"statement":   insertStmt,
-		"parameters": []any{
-			map[string]any{
-				"name":        "content",
-				"type":        "string",
-				"description": "The text content associated with the vector.",
-			},
-			map[string]any{
-				"name":        "text_to_embed",
-				"type":        "string",
-				"description": "The text content used to generate the vector.",
-				"embeddedBy":  "gemini_model",
-			},
-		},
-	}
-
-	tools["search_docs"] = map[string]any{
-		"kind":        toolKind,
-		"source":      "my-instance",
-		"description": "Finds the most semantically similar document to the query vector.",
-		"statement":   searchStmt,
-		"parameters": []any{
-			map[string]any{
-				"name":        "query",
-				"type":        "string",
-				"description": "The text content to search for.",
-				"embeddedBy":  "gemini_model",
-			},
-		},
-	}
-
-	config["tools"] = tools
-	return config
-}
-
-// RunSemanticSearchToolInvokeTest runs the insert_docs and search_docs tools
-// via both HTTP and MCP endpoints and verifies the output.
-func RunSemanticSearchToolInvokeTest(t *testing.T, insertWant, mcpInsertWant, searchWant string) {
-	// Initialize MCP session once for the MCP test cases
-	sessionId := RunInitialize(t, "2024-11-05")
-
-	tcs := []struct {
-		name        string
-		api         string
-		isMcp       bool
-		requestBody interface{}
-		want        string
-	}{
-		{
-			name:        "HTTP invoke insert_docs",
-			api:         "http://127.0.0.1:5000/api/tool/insert_docs/invoke",
-			isMcp:       false,
-			requestBody: `{"content": "The quick brown fox jumps over the lazy dog", "text_to_embed": "The quick brown fox jumps over the lazy dog"}`,
-			want:        insertWant,
-		},
-		{
-			name:        "HTTP invoke search_docs",
-			api:         "http://127.0.0.1:5000/api/tool/search_docs/invoke",
-			isMcp:       false,
-			requestBody: `{"query": "fast fox jumping"}`,
-			want:        searchWant,
-		},
-		{
-			name:  "MCP invoke insert_docs",
-			api:   "http://127.0.0.1:5000/mcp",
-			isMcp: true,
-			requestBody: jsonrpc.JSONRPCRequest{
-				Jsonrpc: "2.0",
-				Id:      "mcp-insert-docs",
-				Request: jsonrpc.Request{
-					Method: "tools/call",
-				},
-				Params: map[string]any{
-					"name": "insert_docs",
-					"arguments": map[string]any{
-						"content":       "The quick brown fox jumps over the lazy dog",
-						"text_to_embed": "The quick brown fox jumps over the lazy dog",
-					},
-				},
-			},
-			want: mcpInsertWant,
-		},
-		{
-			name:  "MCP invoke search_docs",
-			api:   "http://127.0.0.1:5000/mcp",
-			isMcp: true,
-			requestBody: jsonrpc.JSONRPCRequest{
-				Jsonrpc: "2.0",
-				Id:      "mcp-search-docs",
-				Request: jsonrpc.Request{
-					Method: "tools/call",
-				},
-				Params: map[string]any{
-					"name": "search_docs",
-					"arguments": map[string]any{
-						"query": "fast fox jumping",
-					},
-				},
-			},
-			want: searchWant,
-		},
-	}
-
-	for _, tc := range tcs {
-		t.Run(tc.name, func(t *testing.T) {
-			var bodyReader io.Reader
-			headers := map[string]string{}
-
-			// Prepare Request Body and Headers
-			if tc.isMcp {
-				reqBytes, err := json.Marshal(tc.requestBody)
-				if err != nil {
-					t.Fatalf("failed to marshal mcp request: %v", err)
-				}
-				bodyReader = bytes.NewBuffer(reqBytes)
-				if sessionId != "" {
-					headers["Mcp-Session-Id"] = sessionId
-				}
-			} else {
-				bodyReader = bytes.NewBufferString(tc.requestBody.(string))
-			}
-
-			// Send Request
-			resp, respBody := RunRequest(t, http.MethodPost, tc.api, bodyReader, headers)
-
-			if resp.StatusCode != http.StatusOK {
-				t.Fatalf("response status code is not 200, got %d: %s", resp.StatusCode, string(respBody))
-			}
-
-			// Normalize Response to get the actual tool result string
-			var got string
-			if tc.isMcp {
-				var mcpResp struct {
-					Result struct {
-						Content []struct {
-							Text string `json:"text"`
-						} `json:"content"`
-					} `json:"result"`
-				}
-				if err := json.Unmarshal(respBody, &mcpResp); err != nil {
-					t.Fatalf("error parsing mcp response: %s", err)
-				}
-				if len(mcpResp.Result.Content) > 0 {
-					got = mcpResp.Result.Content[0].Text
-				}
-			} else {
-				var httpResp map[string]interface{}
-				if err := json.Unmarshal(respBody, &httpResp); err != nil {
-					t.Fatalf("error parsing http response: %s", err)
-				}
-				if res, ok := httpResp["result"].(string); ok {
-					got = res
-				}
-			}
-
-			if !strings.Contains(got, tc.want) {
-				t.Fatalf("unexpected value: got %q, want %q", got, tc.want)
-			}
-		})
-	}
-}
-
-// SetupPostgresVectorTable sets up the vector extension and a vector table
-func SetupPostgresVectorTable(t *testing.T, ctx context.Context, pool *pgxpool.Pool) (string, func(*testing.T)) {
-	t.Helper()
-	if _, err := pool.Exec(ctx, "CREATE EXTENSION IF NOT EXISTS vector"); err != nil {
-		t.Fatalf("failed to create vector extension: %v", err)
-	}
-
-	tableName := "vector_table_" + strings.ReplaceAll(uuid.New().String(), "-", "")
-
-	createTableStmt := fmt.Sprintf(`CREATE TABLE %s (
-		id SERIAL PRIMARY KEY, 
-		content TEXT, 
-		embedding vector(768)
-	)`, tableName)
-
-	if _, err := pool.Exec(ctx, createTableStmt); err != nil {
-		t.Fatalf("failed to create table %s: %v", tableName, err)
-	}
-
-	return tableName, func(t *testing.T) {
-		if _, err := pool.Exec(ctx, fmt.Sprintf("DROP TABLE IF EXISTS %s", tableName)); err != nil {
-			t.Errorf("failed to drop table %s: %v", tableName, err)
-		}
-	}
-}
-
-func GetPostgresVectorSearchStmts(vectorTableName string) (string, string) {
-	insertStmt := fmt.Sprintf("INSERT INTO %s (content, embedding) VALUES ($1, $2)", vectorTableName)
-	searchStmt := fmt.Sprintf("SELECT id, content, embedding <-> $1 AS distance FROM %s ORDER BY distance LIMIT 1", vectorTableName)
-	return insertStmt, searchStmt
-}
--- a/tests/postgres/postgres_integration_test.go
+++ b/tests/postgres/postgres_integration_test.go
@@ -111,10 +111,6 @@ func TestPostgres(t *testing.T) {
 	teardownTable2 := tests.SetupPostgresSQLTable(t, ctx, pool, createAuthTableStmt, insertAuthTableStmt, tableNameAuth, authTestParams)
 	defer teardownTable2(t)

-	// Set up table for semantic search
-	vectorTableName, tearDownVectorTable := tests.SetupPostgresVectorTable(t, ctx, pool)
-	defer tearDownVectorTable(t)
-
 	// Write config into a file and pass it to command
 	toolsFile := tests.GetToolsConfig(sourceConfig, PostgresToolKind, paramToolStmt, idParamToolStmt, nameParamToolStmt, arrayToolStmt, authToolStmt)
 	toolsFile = tests.AddExecuteSqlConfig(t, toolsFile, "postgres-execute-sql")
@@ -122,10 +118,6 @@ func TestPostgres(t *testing.T) {
 	toolsFile = tests.AddTemplateParamConfig(t, toolsFile, PostgresToolKind, tmplSelectCombined, tmplSelectFilterCombined, "")
 	toolsFile = tests.AddPostgresPrebuiltConfig(t, toolsFile)

-	// Add semantic search tool config
-	insertStmt, searchStmt := tests.GetPostgresVectorSearchStmts(vectorTableName)
-	toolsFile = tests.AddSemanticSearchConfig(t, toolsFile, PostgresToolKind, insertStmt, searchStmt)
-
 	cmd, cleanup, err := tests.StartCmd(ctx, toolsFile, args...)
 	if err != nil {
 		t.Fatalf("command initialization returned an error: %s", err)
@@ -173,5 +165,4 @@ func TestPostgres(t *testing.T) {
 	tests.RunPostgresListDatabaseStatsTest(t, ctx, pool)
 	tests.RunPostgresListRolesTest(t, ctx, pool)
 	tests.RunPostgresListStoredProcedureTest(t, ctx, pool)
-	tests.RunSemanticSearchToolInvokeTest(t, "null", "", "The quick brown fox")
 }
--- a/tests/tool.go
+++ b/tests/tool.go
@@ -1240,10 +1240,7 @@ func RunPostgresListTablesTest(t *testing.T, tableNameParam, tableNameAuth, user
 					var filteredGot []any
 					for _, item := range got {
 						if tableMap, ok := item.(map[string]interface{}); ok {
-							name, _ := tableMap["object_name"].(string)
-
-							// Only keep the table if it matches expected test tables
-							if name == tableNameParam || name == tableNameAuth {
+							if schema, ok := tableMap["schema_name"]; ok && schema == "public" {
 								filteredGot = append(filteredGot, item)
 							}
 						}
Author	SHA1	Message	Date
Juexin Wang	2bf2461e9e	docs(tools/cloudgda): update cloud gda datasource references note (#2326 ) ## Description Update the GDA source document to clarify that only `AlloyDbReference`, `SpannerReference`, and `CloudSqlReference` are supported. ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [x] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #2324 --------- Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>	2026-01-19 05:51:54 +00:00
Wenxin Du	fd26fa4433	docs: fix redis array sample (#2301 ) The Redis tool code sample is missing the "items" field for the array parameter, causing confusion. fix: https://github.com/googleapis/genai-toolbox/issues/2293	2026-01-19 05:51:54 +00:00
manuka rahul	1225a2f0c0	Merge branch 'main' into integration-test-cleanup-testing	2026-01-16 09:00:31 +00:00
rahulpinto19	c835af431a	test	2026-01-12 06:14:32 +00:00
manuka rahul	bde46e1401	Merge branch 'main' into integration-test-cleanup-testing	2026-01-12 05:07:13 +00:00
Shobhit Singh	49d255254c	feat(bigquery): make maximum rows returned from queries configurable (#2262 ) This change allows the agent developer to control the maxium number of rows returned from tools running BigQuery SQL query. Using this feature the agent developer could limit how large output is presented to LLM in an agentic user journey. ## Description > Should include a concise description of the changes (bug or feature), it's > impact, along with a summary of the solution ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue https://github.com/googleapis/genai-toolbox/issues/2261 before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #2261 2261	2026-01-12 03:22:13 +00:00
Yuan Teoh	eedd0ab67f	docs: add issue and pr triaging and SLO (#2257 ) ## Description update docs to reflect triaging workflow and SLO ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [x] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here>	2026-01-12 03:22:12 +00:00
rahulpinto19	65b21960fa	test	2026-01-09 08:42:14 +00:00
rahulpinto19	6ff567df47	test	2026-01-09 07:03:44 +00:00
rahulpinto19	cc3c52731d	test	2026-01-09 06:53:10 +00:00
rahulpinto19	87ff9150d2	printign in common.go	2026-01-09 06:45:27 +00:00
manuka rahul	81b42ac973	Merge branch 'main' into integration-test-cleanup-testing	2026-01-09 06:36:02 +00:00
release-please[bot]	be7560f606	chore(main): release 0.25.0 (#2218 ) 🤖 I have created a release beep boop --- ## [0.25.0](https://github.com/googleapis/genai-toolbox/compare/v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([#2121](https://github.com/googleapis/genai-toolbox/issues/2121)) ([`9c62f31`](`9c62f313ff`)) * Add `allowed-hosts` flag ([#2254](https://github.com/googleapis/genai-toolbox/issues/2254)) ([`17b41f6`](`17b41f6453`)) * Add parameter default value to manifest ([#2264](https://github.com/googleapis/genai-toolbox/issues/2264)) ([`9d1feca`](`9d1feca108`)) * snowflake: Add Snowflake Source and Tools ([#858](https://github.com/googleapis/genai-toolbox/issues/858)) ([`b706b5b`](`b706b5bc68`)) * prebuilt/cloud-sql-mysql: Update CSQL MySQL prebuilt tools to use IAM ([#2202](https://github.com/googleapis/genai-toolbox/issues/2202)) ([`731a32e`](`731a32e536`)) * sources/bigquery: Make credentials scope configurable ([#2210](https://github.com/googleapis/genai-toolbox/issues/2210)) ([`a450600`](`a4506009b9`)) * sources/trino: Add ssl verification options and fix docs example ([#2155](https://github.com/googleapis/genai-toolbox/issues/2155)) ([`4a4cf1e`](`4a4cf1e712`)) * tools/looker: Add ability to set destination folder with `make_look` and `make_dashboard`. ([#2245](https://github.com/googleapis/genai-toolbox/issues/2245)) ([`eb79339`](`eb793398cd`)) * tools/postgressql: Add tool to list store procedure ([#2156](https://github.com/googleapis/genai-toolbox/issues/2156)) ([`cf0fc51`](`cf0fc515b5`)) * tools/postgressql: Add Parameter `embeddedBy` config support ([#2151](https://github.com/googleapis/genai-toolbox/issues/2151)) ([`17b70cc`](`17b70ccaa7`)) ### Bug Fixes * server: Add `embeddingModel` config initialization ([#2281](https://github.com/googleapis/genai-toolbox/issues/2281)) ([`a779975`](`a7799757c9`)) * sources/cloudgda: Add import for cloudgda source ([#2217](https://github.com/googleapis/genai-toolbox/issues/2217)) ([`7daa411`](`7daa4111f4`)) * tools/alloydb-wait-for-operation: Fix connection message generation ([#2228](https://github.com/googleapis/genai-toolbox/issues/2228)) ([`7053fbb`](`7053fbb195`)) * tools/alloydbainl: Only add psv when NL Config Param is defined ([#2265](https://github.com/googleapis/genai-toolbox/issues/2265)) ([`ef8f3b0`](`ef8f3b02f2`)) * tools/looker: Looker client OAuth nil pointer error ([#2231](https://github.com/googleapis/genai-toolbox/issues/2231)) ([`268700b`](`268700bdbf`)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>	2026-01-09 05:54:41 +00:00
Yuan Teoh	edaa1c23cf	chore: update hugo for release (#2282 ) Update hugo version for release v0.25.0	2026-01-09 05:54:41 +00:00
Yuan Teoh	0cfac2984e	fix(tools/alloydbainl): only add psv when NL Config Param is defined (#2265 ) ## Description PSV should only be required when when it is needed. Currently, we require psv even whenever user uses AlloyDB AI NL tool. This is due to the statement that we use to execute nl query. This PR modified the statement query to only utilize `param_names` and `param_values` when needed. Manually tested with a db that does not have psv installed. 🛠️ Fixes #1970	2026-01-09 05:54:41 +00:00
Yuan Teoh	0b7ffa4364	chore: update mcp registry schema version (#2266 )	2026-01-09 05:54:41 +00:00
Yuan Teoh	ca4a12b5f3	feat: add default value to manifest (#2264 ) ## Description Add default value to manifest (for both native endpoint and mcp endpoint). ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [x] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #1602	2026-01-09 05:54:41 +00:00
Yuan Teoh	7d5af5f001	feat: add allowed-hosts flag (#2254 ) ## Description Previously added `allowed-origins` (for CORs) is not sufficient for preventing DNS rebinding attacks. We'll have to check host headers. To test, run Toolbox with the following: ``` go run . --allowed-hosts=127.0.0.1:5000 ``` Test with the following: ``` // curl successfully curl -H "Host: 127.0.0.1:5000" http://127.0.0.1:5000 // will show Invalid Host Header error curl -H "Host: attacker:5000" http://127.0.0.1:5000 ``` ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [ ] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [ ] Ensure the tests and linter pass - [ ] Code coverage does not decrease (if any source code was changed) - [ ] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here>	2026-01-09 05:54:41 +00:00
Wenxin Du	2bcfca0981	fix(server): Add `embeddingModel` config initialization (#2281 ) Embedding Models were only loaded in hot reload because it was not initialized properly.	2026-01-09 05:54:40 +00:00
Twisha Bansal	3932efbd4b	docs: link medium blogs to toolbox docsite (#2269 ) ## Description Adds a section in the navbar that links to the toolbox medium blog: <img width="492" height="822" alt="87F2yTQdcbpMHs3" src="https://github.com/user-attachments/assets/74d8b552-1e8f-449c-8b09-4f86218d2817" /> ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [ ] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [ ] Ensure the tests and linter pass - [ ] Code coverage does not decrease (if any source code was changed) - [ ] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>	2026-01-09 05:54:40 +00:00
rahulpinto19	1bfe394222	test	2026-01-08 10:07:52 +00:00
rahulpinto19	96904e28e9	test	2026-01-08 10:07:52 +00:00
rahulpinto19	c3c2cec9ab	test	2026-01-08 10:07:51 +00:00
rahulpinto19	1a39de7617	test1	2026-01-08 10:07:51 +00:00
rahulpinto19	edf8377c57	test	2026-01-08 10:07:51 +00:00
rahulpinto19	fd4250d0db	cleanup updated	2026-01-08 10:07:51 +00:00