diff --git a/library/runner-cli/advanced_runner.ts b/library/runner-cli/advanced_runner.ts
index 3b9ecc62..fdf082b0 100644
--- a/library/runner-cli/advanced_runner.ts
+++ b/library/runner-cli/advanced_runner.ts
@@ -157,7 +157,8 @@ async function main(): Promise<void> {
       "-a, --additionalContext <context>",
       "A short description of the conversation to add context."
     )
-    .option("-v, --vertexProject <project>", "The Vertex Project name.");
+    .option("-v, --vertexProject <project>", "The Vertex Project name.")
+    .option("-k, --keyFilename <file>", "Path to the service account key file for authentication.");
   program.parse(process.argv);
   const options = program.opts();
 
@@ -187,7 +188,8 @@ async function main(): Promise<void> {
     options.vertexProject,
     comments,
     undefined,
-    options.additionalContext
+    options.additionalContext,
+    options.keyFilename
   );
   writeFileSync(options.outputBasename + "-summary.json", JSON.stringify(summary, null, 2));
 }
diff --git a/library/runner-cli/categorization_runner.ts b/library/runner-cli/categorization_runner.ts
index 715ba227..ebf4a226 100644
--- a/library/runner-cli/categorization_runner.ts
+++ b/library/runner-cli/categorization_runner.ts
@@ -61,7 +61,8 @@ async function main(): Promise<void> {
     .option(
       "-f, --forceRerun",
       "Force rerun of categorization, ignoring existing topics in the input file."
-    );
+    )
+    .option("-k, --keyFilename <file>", "Path to the service account key file for authentication.");
   program.parse(process.argv);
   const options = program.opts();
   options.topicDepth = parseInt(options.topicDepth);
@@ -80,7 +81,7 @@ async function main(): Promise<void> {
 
   // Learn topics and categorize comments.
   const sensemaker = new Sensemaker({
-    defaultModel: new VertexModel(options.vertexProject, "global"),
+    defaultModel: new VertexModel(options.vertexProject, "global", "gemini-2.5-flash-lite", options.keyFilename),
   });
   const topics = options.topics ? getTopics(options.topics) : undefined;
   const categorizedComments = await sensemaker.categorizeComments(
diff --git a/library/runner-cli/runner.ts b/library/runner-cli/runner.ts
index 5eee58c1..1d285a40 100644
--- a/library/runner-cli/runner.ts
+++ b/library/runner-cli/runner.ts
@@ -53,7 +53,8 @@ async function main(): Promise<void> {
       "-a, --additionalContext <context>",
       "A short description of the conversation to add context."
     )
-    .option("-v, --vertexProject <project>", "The Vertex Project name.");
+    .option("-v, --vertexProject <project>", "The Vertex Project name.")
+    .option("-k, --keyFilename <file>", "Path to the service account key file for authentication.");
   program.parse(process.argv);
   const options = program.opts();
 
@@ -63,7 +64,8 @@ async function main(): Promise<void> {
     options.vertexProject,
     comments,
     undefined,
-    options.additionalContext
+    options.additionalContext,
+    options.keyFilename
   );
 
   const markdownContent = summary.getText("MARKDOWN");
diff --git a/library/runner-cli/runner_utils.ts b/library/runner-cli/runner_utils.ts
index d1faf5e1..542639be 100644
--- a/library/runner-cli/runner_utils.ts
+++ b/library/runner-cli/runner_utils.ts
@@ -130,10 +130,11 @@ export function writeSummaryToGroundedCSV(summary: Summary, outputFilePath: stri
  */
 export async function getTopicsAndSubtopics(
   project: string,
-  comments: Comment[]
+  comments: Comment[],
+  keyFilename?: string
 ): Promise<Topic[]> {
   const sensemaker = new Sensemaker({
-    defaultModel: new VertexModel(project, "global"),
+    defaultModel: new VertexModel(project, "global", "gemini-2.5-pro-preview-06-05", keyFilename),
   });
   return await sensemaker.learnTopics(comments, true);
 }
@@ -150,10 +151,11 @@ export async function getSummary(
   project: string,
   comments: Comment[],
   topics?: Topic[],
-  additionalContext?: string
+  additionalContext?: string,
+  keyFilename?: string
 ): Promise<Summary> {
   const sensemaker = new Sensemaker({
-    defaultModel: new VertexModel(project, "global"),
+    defaultModel: new VertexModel(project, "global", "gemini-2.5-pro-preview-06-05", keyFilename),
   });
   // TODO: Make the summariation type an argument and add it as a flag in runner.ts. The data
   // requirements (like requiring votes) would also need updated.
diff --git a/library/src/models/vertex_model.ts b/library/src/models/vertex_model.ts
index 90be3541..afcd4676 100644
--- a/library/src/models/vertex_model.ts
+++ b/library/src/models/vertex_model.ts
@@ -49,7 +49,8 @@ export class VertexModel extends Model {
   constructor(
     project: string,
     location: string,
-    modelName: string = "gemini-2.5-pro-preview-06-05"
+    modelName: string = "gemini-2.5-pro-preview-06-05",
+    keyFilename?: string
   ) {
     super();
     if (modelName === "gemini-2.5-pro-preview-06-05" && location != "global") {
@@ -58,11 +59,28 @@ export class VertexModel extends Model {
           "https://cloud.google.com/vertex-ai/generative-ai/docs/models/gemini/2-5-pro for more information."
       );
     }
-    this.vertexAI = new VertexAI({
+
+    const vertexOptions: {
+      project: string;
+      location: string;
+      apiEndpoint: string;
+      googleAuthOptions?: {
+        keyFilename?: string;
+      };
+    } = {
       project: project,
       location: location,
       apiEndpoint: "aiplatform.googleapis.com",
-    });
+    };
+
+    if (keyFilename) {
+      vertexOptions.googleAuthOptions = {
+        keyFilename: keyFilename
+      };
+      console.log(`Using service account key from: ${keyFilename}`);
+    }
+
+    this.vertexAI = new VertexAI(vertexOptions);
     this.modelName = modelName;
 
     console.log("Creating VertexModel with ", DEFAULT_VERTEX_PARALLELISM, " parallel workers...");
diff --git a/package-lock.json b/package-lock.json
index e4bf81b9..149c7f57 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -5,6 +5,7 @@
   "requires": true,
   "packages": {
     "": {
+      "name": "participation-project",
       "version": "1.0.0",
       "license": "ISC",
       "workspaces": [
@@ -43,6 +44,7 @@
     "api-server": {
       "name": "backend",
       "version": "1.0.0",
+      "extraneous": true,
       "license": "ISC",
       "dependencies": {
         "@babel/preset-env": "^7.25.3",
@@ -1113,6 +1115,7 @@
       "version": "7.27.1",
       "resolved": "https://registry.npmjs.org/@babel/plugin-syntax-jsx/-/plugin-syntax-jsx-7.27.1.tgz",
       "integrity": "sha512-y8YTNIeKoyhGd9O0Jiyzyyqk8gdjnumGTQPsz0xOZOQ2RmkVJeZ1vmmfIvFEKqucBG6axJGBZDE/7iI5suUI/w==",
+      "dev": true,
       "dependencies": {
         "@babel/helper-plugin-utils": "^7.27.1"
       },
@@ -1221,6 +1224,7 @@
       "version": "7.27.1",
       "resolved": "https://registry.npmjs.org/@babel/plugin-syntax-typescript/-/plugin-syntax-typescript-7.27.1.tgz",
       "integrity": "sha512-xfYCBMxveHrRMnAWl1ZlPXOZjzkN82THFvLhQhFXFt81Z5HnN+EtUkZhv/zcKpmT3fzmWZB0ywiBrbC3vogbwQ==",
+      "dev": true,
       "dependencies": {
         "@babel/helper-plugin-utils": "^7.27.1"
       },
@@ -2196,7 +2200,8 @@
     "node_modules/@bcoe/v8-coverage": {
       "version": "0.2.3",
       "resolved": "https://registry.npmjs.org/@bcoe/v8-coverage/-/v8-coverage-0.2.3.tgz",
-      "integrity": "sha512-0hYQ8SB4Db5zvZB4axdMHGwEaQjkZzFjQiN9LVYvIFB2nSUHW9tYpxWriPrWDASIxiaXax83REcLxuSdnGPZtw=="
+      "integrity": "sha512-0hYQ8SB4Db5zvZB4axdMHGwEaQjkZzFjQiN9LVYvIFB2nSUHW9tYpxWriPrWDASIxiaXax83REcLxuSdnGPZtw==",
+      "dev": true
     },
     "node_modules/@braintree/sanitize-url": {
       "version": "7.1.1",
@@ -2626,21 +2631,6 @@
         "node": ">=18.0.0"
       }
     },
-    "node_modules/@hapi/hoek": {
-      "version": "9.3.0",
-      "resolved": "https://registry.npmjs.org/@hapi/hoek/-/hoek-9.3.0.tgz",
-      "integrity": "sha512-/c6rf4UJlmHlC9b5BaNvzAcFv7HZ2QHaV0D4/HNlBdvFnvQq8RI4kYdhyPCl7Xj+oWvTWQ8ujhqS53LIgAe6KQ==",
-      "dev": true
-    },
-    "node_modules/@hapi/topo": {
-      "version": "5.1.0",
-      "resolved": "https://registry.npmjs.org/@hapi/topo/-/topo-5.1.0.tgz",
-      "integrity": "sha512-foQZKJig7Ob0BMAYBfcJk8d77QtOe7Wo4ox7ff1lQYoNNAb6jwcY1ncdoy2e9wQZzvNy7ODZCYJkK8kzmcAnAg==",
-      "dev": true,
-      "dependencies": {
-        "@hapi/hoek": "^9.0.0"
-      }
-    },
     "node_modules/@humanfs/core": {
       "version": "0.19.1",
       "resolved": "https://registry.npmjs.org/@humanfs/core/-/core-0.19.1.tgz",
@@ -3169,6 +3159,7 @@
       "version": "29.7.0",
       "resolved": "https://registry.npmjs.org/@jest/console/-/console-29.7.0.tgz",
       "integrity": "sha512-5Ni4CU7XHQi32IJ398EEP4RrB8eV09sXP2ROqD4bksHrnTree52PsxvX8tpL8LvTZ3pFzXyPbNQReSN41CAhOg==",
+      "dev": true,
       "dependencies": {
         "@jest/types": "^29.6.3",
         "@types/node": "*",
@@ -3185,6 +3176,7 @@
       "version": "29.7.0",
       "resolved": "https://registry.npmjs.org/@jest/core/-/core-29.7.0.tgz",
       "integrity": "sha512-n7aeXWKMnGtDA48y8TLWJPJmLmmZ642Ceo78cYWEpiD7FzDgmNDV/GCVRorPABdXLJZ/9wzzgZAlHjXjxDHGsg==",
+      "dev": true,
       "dependencies": {
         "@jest/console": "^29.7.0",
         "@jest/reporters": "^29.7.0",
@@ -3231,6 +3223,7 @@
       "version": "29.7.0",
       "resolved": "https://registry.npmjs.org/@jest/environment/-/environment-29.7.0.tgz",
       "integrity": "sha512-aQIfHDq33ExsN4jP1NWGXhxgQ/wixs60gDiKO+XVMd8Mn0NWPWgc34ZQDTb2jKaUWQ7MuwoitXAsN2XVXNMpAw==",
+      "dev": true,
       "dependencies": {
         "@jest/fake-timers": "^29.7.0",
         "@jest/types": "^29.6.3",
@@ -3245,6 +3238,7 @@
       "version": "29.7.0",
       "resolved": "https://registry.npmjs.org/@jest/expect/-/expect-29.7.0.tgz",
       "integrity": "sha512-8uMeAMycttpva3P1lBHB8VciS9V0XAr3GymPpipdyQXbBcuhkLQOSe8E/p92RyAdToS6ZD1tFkX+CkhoECE0dQ==",
+      "dev": true,
       "dependencies": {
         "expect": "^29.7.0",
         "jest-snapshot": "^29.7.0"
@@ -3257,6 +3251,7 @@
       "version": "29.7.0",
       "resolved": "https://registry.npmjs.org/@jest/expect-utils/-/expect-utils-29.7.0.tgz",
       "integrity": "sha512-GlsNBWiFQFCVi9QVSx7f5AgMeLxe9YCCs5PuP2O2LdjDAA8Jh9eX7lA1Jq/xdXw3Wb3hyvlFNfZIfcRetSzYcA==",
+      "dev": true,
       "dependencies": {
         "jest-get-type": "^29.6.3"
       },
@@ -3268,6 +3263,7 @@
       "version": "29.7.0",
       "resolved": "https://registry.npmjs.org/@jest/fake-timers/-/fake-timers-29.7.0.tgz",
       "integrity": "sha512-q4DH1Ha4TTFPdxLsqDXK1d3+ioSL7yL5oCMJZgDYm6i+6CygW5E5xVr/D1HdsGxjt1ZWSfUAs9OxSB/BNelWrQ==",
+      "dev": true,
       "dependencies": {
         "@jest/types": "^29.6.3",
         "@sinonjs/fake-timers": "^10.0.2",
@@ -3284,6 +3280,7 @@
       "version": "29.7.0",
       "resolved": "https://registry.npmjs.org/@jest/globals/-/globals-29.7.0.tgz",
       "integrity": "sha512-mpiz3dutLbkW2MNFubUGUEVLkTGiqW6yLVTA+JbP6fI6J5iL9Y0Nlg8k95pcF8ctKwCS7WVxteBs29hhfAotzQ==",
+      "dev": true,
       "dependencies": {
         "@jest/environment": "^29.7.0",
         "@jest/expect": "^29.7.0",
@@ -3298,6 +3295,7 @@
       "version": "29.7.0",
       "resolved": "https://registry.npmjs.org/@jest/reporters/-/reporters-29.7.0.tgz",
       "integrity": "sha512-DApq0KJbJOEzAFYjHADNNxAE3KbhxQB1y5Kplb5Waqw6zVbuWatSnMjE5gs8FUgEPmNsnZA3NCWl9NG0ia04Pg==",
+      "dev": true,
       "dependencies": {
         "@bcoe/v8-coverage": "^0.2.3",
         "@jest/console": "^29.7.0",
@@ -3351,6 +3349,7 @@
       "version": "29.6.3",
       "resolved": "https://registry.npmjs.org/@jest/source-map/-/source-map-29.6.3.tgz",
       "integrity": "sha512-MHjT95QuipcPrpLM+8JMSzFx6eHp5Bm+4XeFDJlwsvVBjmKNiIAvasGK2fxz2WbGRlnvqehFbh07MMa7n3YJnw==",
+      "dev": true,
       "dependencies": {
         "@jridgewell/trace-mapping": "^0.3.18",
         "callsites": "^3.0.0",
@@ -3364,6 +3363,7 @@
       "version": "29.7.0",
       "resolved": "https://registry.npmjs.org/@jest/test-result/-/test-result-29.7.0.tgz",
       "integrity": "sha512-Fdx+tv6x1zlkJPcWXmMDAG2HBnaR9XPSd5aDWQVsfrZmLVT3lU1cwyxLgRmXR9yrq4NBoEm9BMsfgFzTQAbJYA==",
+      "dev": true,
       "dependencies": {
         "@jest/console": "^29.7.0",
         "@jest/types": "^29.6.3",
@@ -3378,6 +3378,7 @@
       "version": "29.7.0",
       "resolved": "https://registry.npmjs.org/@jest/test-sequencer/-/test-sequencer-29.7.0.tgz",
       "integrity": "sha512-GQwJ5WZVrKnOJuiYiAF52UNUJXgTZx1NHjFSEB0qEMmSZKAkdMoIzw/Cj6x6NF4AvV23AUqDpFzQkN/eYCYTxw==",
+      "dev": true,
       "dependencies": {
         "@jest/test-result": "^29.7.0",
         "graceful-fs": "^4.2.9",
@@ -4082,27 +4083,6 @@
       "integrity": "sha512-83yeghZ2xxin3Nj8z1NMd/NCuca+gsYXswywDy5bHvwlWL8tpTQmzGeUuHd9FC3E/SBEMvzJRwWEOz5gGes9Qg==",
       "dev": true
     },
-    "node_modules/@sideway/address": {
-      "version": "4.1.5",
-      "resolved": "https://registry.npmjs.org/@sideway/address/-/address-4.1.5.tgz",
-      "integrity": "sha512-IqO/DUQHUkPeixNQ8n0JA6102hT9CmaljNTPmQ1u8MEhBo/R4Q8eKLN/vGZxuebwOroDB4cbpjheD4+/sKFK4Q==",
-      "dev": true,
-      "dependencies": {
-        "@hapi/hoek": "^9.0.0"
-      }
-    },
-    "node_modules/@sideway/formula": {
-      "version": "3.0.1",
-      "resolved": "https://registry.npmjs.org/@sideway/formula/-/formula-3.0.1.tgz",
-      "integrity": "sha512-/poHZJJVjx3L+zVD6g9KgHfYnb443oi7wLu/XKojDviHy6HOEOA6z1Trk5aR1dGcmPenJEgb2sK2I80LeS3MIg==",
-      "dev": true
-    },
-    "node_modules/@sideway/pinpoint": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/@sideway/pinpoint/-/pinpoint-2.0.0.tgz",
-      "integrity": "sha512-RNiOoTPkptFtSVzQevY/yWtZwf/RxyVnPy/OcA9HBM3MlGDnBEYL5B41H0MTn0Uec8Hi+2qUtTfG2WWZBmMejQ==",
-      "dev": true
-    },
     "node_modules/@sigstore/bundle": {
       "version": "2.3.2",
       "resolved": "https://registry.npmjs.org/@sigstore/bundle/-/bundle-2.3.2.tgz",
@@ -4198,6 +4178,7 @@
       "version": "3.0.1",
       "resolved": "https://registry.npmjs.org/@sinonjs/commons/-/commons-3.0.1.tgz",
       "integrity": "sha512-K3mCHKQ9sVh8o1C9cxkwxaOmXoAMlDxC1mYyHrjqOWEcBjYr76t96zL2zlj5dUGZ3HSw240X1qgH3Mjf1yJWpQ==",
+      "dev": true,
       "dependencies": {
         "type-detect": "4.0.8"
       }
@@ -4206,6 +4187,7 @@
       "version": "10.3.0",
       "resolved": "https://registry.npmjs.org/@sinonjs/fake-timers/-/fake-timers-10.3.0.tgz",
       "integrity": "sha512-V4BG07kuYSUkTCSBHG8G8TNhM+F19jXFWnQtzj+we8DrkpSBCee9Z3Ms8yiGer/dlmhe35/Xdgyo3/0rQKg7YA==",
+      "dev": true,
       "dependencies": {
         "@sinonjs/commons": "^3.0.0"
       }
@@ -4967,16 +4949,6 @@
         "pretty-format": "^29.0.0"
       }
     },
-    "node_modules/@types/joi": {
-      "version": "17.2.3",
-      "resolved": "https://registry.npmjs.org/@types/joi/-/joi-17.2.3.tgz",
-      "integrity": "sha512-dGjs/lhrWOa+eO0HwgxCSnDm5eMGCsXuvLglMghJq32F6q5LyyNuXb41DHzrg501CKNOSSAHmfB7FDGeUnDmzw==",
-      "deprecated": "This is a stub types definition. joi provides its own type definitions, so you do not need this installed.",
-      "dev": true,
-      "dependencies": {
-        "joi": "*"
-      }
-    },
     "node_modules/@types/json-schema": {
       "version": "7.0.15",
       "resolved": "https://registry.npmjs.org/@types/json-schema/-/json-schema-7.0.15.tgz",
@@ -5116,7 +5088,8 @@
     "node_modules/@types/stack-utils": {
       "version": "2.0.3",
       "resolved": "https://registry.npmjs.org/@types/stack-utils/-/stack-utils-2.0.3.tgz",
-      "integrity": "sha512-9aEbYZ3TbYMznPdcdr3SmIrLXwC/AKZXQeCf9Pgao5CKb8CyHuEX5jzWPTkvregvhRJHcpRO6BFoGW9ycaOkYw=="
+      "integrity": "sha512-9aEbYZ3TbYMznPdcdr3SmIrLXwC/AKZXQeCf9Pgao5CKb8CyHuEX5jzWPTkvregvhRJHcpRO6BFoGW9ycaOkYw==",
+      "dev": true
     },
     "node_modules/@types/trusted-types": {
       "version": "2.0.7",
@@ -5729,6 +5702,7 @@
       "version": "4.3.2",
       "resolved": "https://registry.npmjs.org/ansi-escapes/-/ansi-escapes-4.3.2.tgz",
       "integrity": "sha512-gKXj5ALrKWQLsYG9jlTRmR/xKluxHV+Z9QEwNIgCfM1/uwPMCuzVVnh5mwTd+OuBZcwSIMbqssNWRm1lE51QaQ==",
+      "dev": true,
       "dependencies": {
         "type-fest": "^0.21.3"
       },
@@ -5844,7 +5818,8 @@
     "node_modules/async": {
       "version": "3.2.6",
       "resolved": "https://registry.npmjs.org/async/-/async-3.2.6.tgz",
-      "integrity": "sha512-htCUDlxyyCLMgaM3xXg0C0LW2xqfuQ6p05pCEIsXuyQ+a1koYKTuBMzRNwmybfLgvJDMd0r1LTn4+E0Ti6C2AA=="
+      "integrity": "sha512-htCUDlxyyCLMgaM3xXg0C0LW2xqfuQ6p05pCEIsXuyQ+a1koYKTuBMzRNwmybfLgvJDMd0r1LTn4+E0Ti6C2AA==",
+      "dev": true
     },
     "node_modules/asynckit": {
       "version": "0.4.0",
@@ -6067,10 +6042,6 @@
         "@babel/core": "^7.0.0"
       }
     },
-    "node_modules/backend": {
-      "resolved": "api-server",
-      "link": true
-    },
     "node_modules/balanced-match": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.2.tgz",
@@ -6347,6 +6318,7 @@
       "version": "0.2.6",
       "resolved": "https://registry.npmjs.org/bs-logger/-/bs-logger-0.2.6.tgz",
       "integrity": "sha512-pd8DCoxmbgc7hyPKOvxtqNcjYoOsABPQdcCUjGp3d42VR2CX1ORhk2A87oqqu5R1kk+76nsxZupkmyd+MVtCog==",
+      "dev": true,
       "dependencies": {
         "fast-json-stable-stringify": "2.x"
       },
@@ -6403,7 +6375,8 @@
     "node_modules/buffer-from": {
       "version": "1.1.2",
       "resolved": "https://registry.npmjs.org/buffer-from/-/buffer-from-1.1.2.tgz",
-      "integrity": "sha512-E+XQCRwSbaaiChtv6k6Dwgc+bx+Bs6vuKJHHl5kox/BaKbhiXzqQOwK4cO22yElGp2OCmjwVhT3HmxgyPGnJfQ=="
+      "integrity": "sha512-E+XQCRwSbaaiChtv6k6Dwgc+bx+Bs6vuKJHHl5kox/BaKbhiXzqQOwK4cO22yElGp2OCmjwVhT3HmxgyPGnJfQ==",
+      "dev": true
     },
     "node_modules/bundle-name": {
       "version": "4.1.0",
@@ -6579,6 +6552,7 @@
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/char-regex/-/char-regex-1.0.2.tgz",
       "integrity": "sha512-kWWXztvZ5SBQV+eRgKFeh8q5sLuZY2+8WUIzlxWVTg+oGwY14qylx1KbKzHd8P6ZYkAg0xyIDU9JMHhyJMZ1jw==",
+      "dev": true,
       "engines": {
         "node": ">=10"
       }
@@ -6718,7 +6692,8 @@
     "node_modules/cjs-module-lexer": {
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