diff --git a/package-lock.json b/package-lock.json
index f4b07a7..e3afd34 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -6678,9 +6678,9 @@
       }
     },
     "node_modules/firebase-admin": {
-      "version": "12.4.0",
-      "resolved": "https://registry.npmjs.org/firebase-admin/-/firebase-admin-12.4.0.tgz",
-      "integrity": "sha512-3HOHqJxNmFv0JgK3voyMQgmcibhJN4LQfZfhnZGb6pcONnZxejki4nQ1twsoJlGaIvgQWBtO7rc5mh/cqlOJNA==",
+      "version": "12.5.0",
+      "resolved": "https://registry.npmjs.org/firebase-admin/-/firebase-admin-12.5.0.tgz",
+      "integrity": "sha512-ad8vnlPcuuZN9scSgY8UnAxPI4mzP2/Q+dsrVLTf+j3h7bIq0FOelDCDGz4StgKJdk244v2kpOxqJjPG3grBHg==",
       "dependencies": {
         "@fastify/busboy": "^3.0.0",
         "@firebase/database-compat": "^1.0.2",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 207e1f0..bd1aeb7 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -25,16 +25,16 @@ importers:
         version: 0.5.10(@genkit-ai/ai@0.5.10)(@genkit-ai/core@0.5.10)
       '@langchain/community':
         specifier: ^0.2.22
-        version: 0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8))
+        version: 0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8))
       '@langchain/core':
         specifier: ^0.2.18
-        version: 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+        version: 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
       '@langchain/google-genai':
         specifier: ^0.0.23
         version: 0.0.23(langchain@0.2.12)(openai@4.55.6(zod@3.23.8))(zod@3.23.8)
       '@langchain/openai':
         specifier: ^0.2.5
-        version: 0.2.5(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))
+        version: 0.2.5(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))
       d3-dsv:
         specifier: ^2.0.0
         version: 2.0.0
@@ -43,13 +43,13 @@ importers:
         version: 16.4.5
       firebase-admin:
         specifier: ^12.2.0
-        version: 12.4.0
+        version: 12.5.0
       genkitx-openai:
         specifier: ^0.10.0
         version: 0.10.1(@genkit-ai/ai@0.5.10)(@genkit-ai/core@0.5.10)
       langchain:
         specifier: ^0.2.12
-        version: 0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8))
+        version: 0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8))
       zod:
         specifier: ^3.23.8
         version: 3.23.8
@@ -77,16 +77,16 @@ importers:
         version: 9.1.0(eslint@8.57.0)
       jest:
         specifier: ^29.7.0
-        version: 29.7.0(@types/node@22.5.0)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3))
+        version: 29.7.0(@types/node@22.5.4)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3))
       prettier:
         specifier: ^3.3.2
         version: 3.3.2
       ts-jest:
         specifier: ^29.2.4
-        version: 29.2.4(@babel/core@7.24.7)(@jest/transform@29.7.0)(@jest/types@29.6.3)(babel-jest@29.7.0(@babel/core@7.24.7))(jest@29.7.0(@types/node@22.5.0)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3)))(typescript@5.5.3)
+        version: 29.2.4(@babel/core@7.24.7)(@jest/transform@29.7.0)(@jest/types@29.6.3)(babel-jest@29.7.0(@babel/core@7.24.7))(jest@29.7.0(@types/node@22.5.4)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3)))(typescript@5.5.3)
       ts-node:
         specifier: ^10.9.2
-        version: 10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3)
+        version: 10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3)
       typescript:
         specifier: ^5.5.3
         version: 5.5.3
@@ -344,6 +344,10 @@ packages:
       '@genkit-ai/ai': 0.5.10
       '@genkit-ai/core': 0.5.10
 
+  '@google-cloud/firestore@7.10.0':
+    resolution: {integrity: sha512-VFNhdHvfnmqcHHs6YhmSNHHxQqaaD64GwiL0c+e1qz85S8SWZPC2XFRf8p9yHRTF40Kow424s1KBU9f0fdQa+Q==}
+    engines: {node: '>=14.0.0'}
+
   '@google-cloud/firestore@7.9.0':
     resolution: {integrity: sha512-c4ALHT3G08rV7Zwv8Z2KG63gZh66iKdhCBeDfCpIkLrjX6EAjTD/szMdj14M+FnQuClZLFfW5bAgoOjfNmLtJg==}
     engines: {node: '>=14.0.0'}
@@ -376,6 +380,10 @@ packages:
     resolution: {integrity: sha512-gyt/WayZrVPH2w/UTLansS7F9Nwld472JxxaETamrM8HNlsa+jSLNyKAZmhxI2Me4c3mQHFiS1wWHDY1g1Kthw==}
     engines: {node: '>=12.10.0'}
 
+  '@grpc/grpc-js@1.11.2':
+    resolution: {integrity: sha512-DWp92gDD7/Qkj7r8kus6/HCINeo3yPZWZ3paKgDgsbKbSpoxKg1yvN8xe2Q8uE3zOsPe3bX8FQX2+XValq2yTw==}
+    engines: {node: '>=12.10.0'}
+
   '@grpc/proto-loader@0.7.13':
     resolution: {integrity: sha512-AiXO/bfe9bmxBjxxtYxFAXGZvMaN5s8kO+jBHAJCON8rJoB5YS/D6X7ZNc6XQkuHNmyl4CYaMI1fJ/Gn27RGGw==}
     engines: {node: '>=6'}
@@ -1298,8 +1306,8 @@ packages:
   '@types/node-fetch@2.6.11':
     resolution: {integrity: sha512-24xFj9R5+rfQJLRyM56qh+wnVSYhyXC2tkoBndtY0U+vubqNsYXGjufB2nn8Q6gt0LrARwL6UBtMCSVCwl4B1g==}
 
-  '@types/node@18.19.45':
-    resolution: {integrity: sha512-VZxPKNNhjKmaC1SUYowuXSRSMGyQGmQjvvA1xE4QZ0xce2kLtEhPDS+kqpCPBZYgqblCLQ2DAjSzmgCM5auvhA==}
+  '@types/node@18.19.50':
+    resolution: {integrity: sha512-xonK+NRrMBRtkL1hVCc3G+uXtjh1Al4opBLjqVmipe5ZAaBYWW6cNAiBVZ1BvmkBhep698rP3UM3aRAdSALuhg==}
 
   '@types/node@20.14.10':
     resolution: {integrity: sha512-MdiXf+nDuMvY0gJKxyfZ7/6UFsETO7mGKF54MVD/ekJS6HdFtpZFBgrh6Pseu64XTb2MLyFPlbW6hj8HYRQNOQ==}
@@ -1307,8 +1315,8 @@ packages:
   '@types/node@20.14.15':
     resolution: {integrity: sha512-Fz1xDMCF/B00/tYSVMlmK7hVeLh7jE5f3B7X1/hmV0MJBwE27KlS7EvD/Yp+z1lm8mVhwV5w+n8jOZG8AfTlKw==}
 
-  '@types/node@22.5.0':
-    resolution: {integrity: sha512-DkFrJOe+rfdHTqqMg0bSNlGlQ85hSoh2TPzZyhHsXnMtligRWpxUySiyw8FY14ITt24HVCiQPWxS3KO/QlGmWg==}
+  '@types/node@22.5.4':
+    resolution: {integrity: sha512-FDuKUJQm/ju9fT/SeX/6+gBzoPzlVCzfzmGkwKvRHQVxi4BntVbyIwf6a4Xn62mrvndLiml6z/UBXIdEVjQLXg==}
 
   '@types/qs@6.9.15':
     resolution: {integrity: sha512-uXHQKES6DQKKCLh441Xv/dwxOq1TVS3JPUMlEqoEglvlhR6Mxnlew/Xq/LRVHpLyk7iK3zODe1qYHIMltO7XGg==}
@@ -1787,6 +1795,15 @@ packages:
       supports-color:
         optional: true
 
+  debug@4.3.7:
+    resolution: {integrity: sha512-Er2nc/H7RrMXZBFCEim6TCmMk02Z8vLC2Rbi1KEBggpo0fS6l0S1nnapwmIi3yW/+GOJap1Krg4w0Hg80oCqgQ==}
+    engines: {node: '>=6.0'}
+    peerDependencies:
+      supports-color: '*'
+    peerDependenciesMeta:
+      supports-color:
+        optional: true
+
   decamelize@1.2.0:
     resolution: {integrity: sha512-z2S+W9X73hAUUki+N+9Za2lBlun89zigOyGrsax+KUQ6wKW4ZoWpEYBkGhQjwAjjDCkWxhY0VKEhk8wzY7F5cA==}
     engines: {node: '>=0.10.0'}
@@ -2032,8 +2049,8 @@ packages:
   fast-uri@3.0.1:
     resolution: {integrity: sha512-MWipKbbYiYI0UC7cl8m/i/IWTqfC8YXsqjzybjddLsFjStroQzsHXkc73JutMvBiXmOvapk+axIl79ig5t55Bw==}
 
-  fast-xml-parser@4.4.1:
-    resolution: {integrity: sha512-xkjOecfnKGkSsOwtZ5Pz7Us/T6mrbPQrq0nh+aCO5V9nk5NLWmasAHumTKjiPJPWANe+kAZ84Jc8ooJkzZ88Sw==}
+  fast-xml-parser@4.5.0:
+    resolution: {integrity: sha512-/PlTQCI96+fZMAOLMZK4CWG1ItCbfZ/0jx7UIJFChPNrx7tcEgerUgWbeieCM9MfHInUDyK8DWYZ+YrywDJuTg==}
     hasBin: true
 
   fastq@1.17.1:
@@ -2089,8 +2106,8 @@ packages:
     resolution: {integrity: sha512-+iwzCJ7C5v5KgcBuueqVoNiHVoQpwiUK5XFLjf0affFTep+Wcw93tPvmb8tqujDNmzhBDPddnWV/qgWSXgq+Hg==}
     engines: {node: '>=12'}
 
-  firebase-admin@12.4.0:
-    resolution: {integrity: sha512-3HOHqJxNmFv0JgK3voyMQgmcibhJN4LQfZfhnZGb6pcONnZxejki4nQ1twsoJlGaIvgQWBtO7rc5mh/cqlOJNA==}
+  firebase-admin@12.5.0:
+    resolution: {integrity: sha512-ad8vnlPcuuZN9scSgY8UnAxPI4mzP2/Q+dsrVLTf+j3h7bIq0FOelDCDGz4StgKJdk244v2kpOxqJjPG3grBHg==}
     engines: {node: '>=14'}
 
   firebase-functions@5.0.1:
@@ -2229,14 +2246,18 @@ packages:
     resolution: {integrity: sha512-p9Y03Uzp/Igcs36zAaB0XTSwZ8Y0/tpYiz5KIde5By+H9DCVUSYtDWZu6aFXsWTqENMb8BD/pDT3hR8NVrPkfA==}
     engines: {node: '>=14'}
 
-  google-auth-library@9.14.0:
-    resolution: {integrity: sha512-Y/eq+RWVs55Io/anIsm24sDS8X79Tq948zVLGaa7+KlJYYqaGwp1YI37w48nzrNi12RgnzMrQD4NzdmCowT90g==}
+  google-auth-library@9.14.1:
+    resolution: {integrity: sha512-Rj+PMjoNFGFTmtItH7gHfbHpGVSb3vmnGK3nwNBqxQF9NoBpttSZI/rc0WiM63ma2uGDQtYEkMHkK9U6937NiA==}
     engines: {node: '>=14'}
 
   google-gax@4.3.9:
     resolution: {integrity: sha512-tcjQr7sXVGMdlvcG25wSv98ap1dtF4Z6mcV0rztGIddOcezw4YMb/uTXg72JPrLep+kXcVjaJjg6oo3KLf4itQ==}
     engines: {node: '>=14'}
 
+  google-gax@4.4.1:
+    resolution: {integrity: sha512-Phyp9fMfA00J3sZbJxbbB4jC55b7DBjE3F6poyL3wKMEBVKA79q6BGuHcTiM28yOzVql0NDbRL8MLLh8Iwk9Dg==}
+    engines: {node: '>=14'}
+
   gopd@1.0.1:
     resolution: {integrity: sha512-d65bNlIadxvpb/A2abVdlqKqV563juRnZ1Wtk6s1sIR8uNsXR70xqIzVqxVf1eTqDunwT2MkczEeaezCKTZhwA==}
 
@@ -3834,6 +3855,9 @@ packages:
   tslib@2.6.3:
     resolution: {integrity: sha512-xNvxJEOUiWPGhUuUdQgAJPKOOJfGnIyKySOc09XkKsgdUV/3E2zvwZYdejjmRgPCgcym1juLH3226yA7sEFJKQ==}
 
+  tslib@2.7.0:
+    resolution: {integrity: sha512-gLXCKdN1/j47AiHiOkJN69hJmcbGTHI0ImLmbYLHykhgeN0jVGola9yVjFgzCUklsZQMW55o+dW7IXv3RCXDzA==}
+
   type-check@0.4.0:
     resolution: {integrity: sha512-XleUoc9uwGXqjWwXaUTZAmzMcFZ5858QA2vvx1Ur5xIcixXIP+8LnFDgRplU30us6teqdlskFfu+ae4K79Ooew==}
     engines: {node: '>= 0.8.0'}
@@ -4051,7 +4075,7 @@ snapshots:
       '@babel/traverse': 7.24.7
       '@babel/types': 7.24.7
       convert-source-map: 2.0.0
-      debug: 4.3.6
+      debug: 4.3.7
       gensync: 1.0.0-beta.2
       json5: 2.2.3
       semver: 6.3.1
@@ -4225,7 +4249,7 @@ snapshots:
       '@babel/helper-split-export-declaration': 7.24.7
       '@babel/parser': 7.24.7
       '@babel/types': 7.24.7
-      debug: 4.3.6
+      debug: 4.3.7
       globals: 11.12.0
     transitivePeerDependencies:
       - supports-color
@@ -4278,7 +4302,7 @@ snapshots:
   '@firebase/component@0.6.8':
     dependencies:
       '@firebase/util': 1.9.7
-      tslib: 2.6.3
+      tslib: 2.7.0
 
   '@firebase/database-compat@1.0.7':
     dependencies:
@@ -4287,7 +4311,7 @@ snapshots:
       '@firebase/database-types': 1.0.4
       '@firebase/logger': 0.4.2
       '@firebase/util': 1.9.7
-      tslib: 2.6.3
+      tslib: 2.7.0
 
   '@firebase/database-types@1.0.4':
     dependencies:
@@ -4302,15 +4326,15 @@ snapshots:
       '@firebase/logger': 0.4.2
       '@firebase/util': 1.9.7
       faye-websocket: 0.11.4
-      tslib: 2.6.3
+      tslib: 2.7.0
 
   '@firebase/logger@0.4.2':
     dependencies:
-      tslib: 2.6.3
+      tslib: 2.7.0
 
   '@firebase/util@1.9.7':
     dependencies:
-      tslib: 2.6.3
+      tslib: 2.7.0
 
   '@genkit-ai/ai@0.5.10':
     dependencies:
@@ -4360,8 +4384,8 @@ snapshots:
       body-parser: 1.20.2
       cors: 2.8.5
       express: 4.19.2
-      firebase-admin: 12.4.0
-      firebase-functions: 5.0.1(firebase-admin@12.4.0)
+      firebase-admin: 12.5.0
+      firebase-functions: 5.0.1(firebase-admin@12.5.0)
       uuid: 9.0.1
       zod: 3.23.8
     transitivePeerDependencies:
@@ -4380,6 +4404,18 @@ snapshots:
       - encoding
       - supports-color
 
+  '@google-cloud/firestore@7.10.0':
+    dependencies:
+      '@opentelemetry/api': 1.9.0
+      fast-deep-equal: 3.1.3
+      functional-red-black-tree: 1.0.1
+      google-gax: 4.4.1
+      protobufjs: 7.4.0
+    transitivePeerDependencies:
+      - encoding
+      - supports-color
+    optional: true
+
   '@google-cloud/firestore@7.9.0':
     dependencies:
       fast-deep-equal: 3.1.3
@@ -4410,9 +4446,9 @@ snapshots:
       abort-controller: 3.0.0
       async-retry: 1.3.3
       duplexify: 4.1.3
-      fast-xml-parser: 4.4.1
+      fast-xml-parser: 4.5.0
       gaxios: 6.7.1
-      google-auth-library: 9.14.0
+      google-auth-library: 9.14.1
       html-entities: 2.5.2
       mime: 3.0.0
       p-limit: 3.1.0
@@ -4433,6 +4469,12 @@ snapshots:
       '@grpc/proto-loader': 0.7.13
       '@js-sdsl/ordered-map': 4.4.2
 
+  '@grpc/grpc-js@1.11.2':
+    dependencies:
+      '@grpc/proto-loader': 0.7.13
+      '@js-sdsl/ordered-map': 4.4.2
+    optional: true
+
   '@grpc/proto-loader@0.7.13':
     dependencies:
       lodash.camelcase: 4.3.0
@@ -4465,27 +4507,27 @@ snapshots:
   '@jest/console@29.7.0':
     dependencies:
       '@jest/types': 29.6.3
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       chalk: 4.1.2
       jest-message-util: 29.7.0
       jest-util: 29.7.0
       slash: 3.0.0
 
-  '@jest/core@29.7.0(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3))':
+  '@jest/core@29.7.0(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3))':
     dependencies:
       '@jest/console': 29.7.0
       '@jest/reporters': 29.7.0
       '@jest/test-result': 29.7.0
       '@jest/transform': 29.7.0
       '@jest/types': 29.6.3
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       ansi-escapes: 4.3.2
       chalk: 4.1.2
       ci-info: 3.9.0
       exit: 0.1.2
       graceful-fs: 4.2.11
       jest-changed-files: 29.7.0
-      jest-config: 29.7.0(@types/node@22.5.0)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3))
+      jest-config: 29.7.0(@types/node@22.5.4)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3))
       jest-haste-map: 29.7.0
       jest-message-util: 29.7.0
       jest-regex-util: 29.6.3
@@ -4510,7 +4552,7 @@ snapshots:
     dependencies:
       '@jest/fake-timers': 29.7.0
       '@jest/types': 29.6.3
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       jest-mock: 29.7.0
 
   '@jest/expect-utils@29.7.0':
@@ -4528,7 +4570,7 @@ snapshots:
     dependencies:
       '@jest/types': 29.6.3
       '@sinonjs/fake-timers': 10.3.0
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       jest-message-util: 29.7.0
       jest-mock: 29.7.0
       jest-util: 29.7.0
@@ -4550,7 +4592,7 @@ snapshots:
       '@jest/transform': 29.7.0
       '@jest/types': 29.6.3
       '@jridgewell/trace-mapping': 0.3.25
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       chalk: 4.1.2
       collect-v8-coverage: 1.0.2
       exit: 0.1.2
@@ -4620,7 +4662,7 @@ snapshots:
       '@jest/schemas': 29.6.3
       '@types/istanbul-lib-coverage': 2.0.6
       '@types/istanbul-reports': 3.0.4
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       '@types/yargs': 17.0.32
       chalk: 4.1.2
 
@@ -4648,16 +4690,16 @@ snapshots:
 
   '@js-sdsl/ordered-map@4.4.2': {}
 
-  '@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8))':
+  '@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8))':
     dependencies:
-      '@langchain/core': 0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
-      '@langchain/openai': 0.1.3(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))
+      '@langchain/core': 0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      '@langchain/openai': 0.1.3(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))
       binary-extensions: 2.3.0
       expr-eval: 2.0.2
       flat: 5.0.2
       js-yaml: 4.1.0
-      langchain: 0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8))
-      langsmith: 0.1.36(@langchain/core@0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      langchain: 0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8))
+      langsmith: 0.1.36(@langchain/core@0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
       uuid: 10.0.0
       zod: 3.23.8
       zod-to-json-schema: 3.23.1(zod@3.23.8)
@@ -4665,8 +4707,8 @@ snapshots:
       '@google-cloud/storage': 7.12.1
       chromadb: 1.8.1(openai@4.55.6(zod@3.23.8))
       d3-dsv: 2.0.0
-      firebase-admin: 12.4.0
-      google-auth-library: 9.14.0
+      firebase-admin: 12.5.0
+      google-auth-library: 9.14.1
       ignore: 5.3.2
       jsonwebtoken: 9.0.2
     transitivePeerDependencies:
@@ -4679,13 +4721,13 @@ snapshots:
       - peggy
       - pyodide
 
-  '@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.52.3)':
+  '@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.52.3)':
     dependencies:
       ansi-styles: 5.2.0
       camelcase: 6.3.0
       decamelize: 1.2.0
       js-tiktoken: 1.0.12
-      langsmith: 0.1.40(@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.52.3))(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.52.3)
+      langsmith: 0.1.40(@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.52.3))(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.52.3)
       ml-distance: 4.0.1
       mustache: 4.2.0
       p-queue: 6.6.2
@@ -4697,13 +4739,13 @@ snapshots:
       - langchain
       - openai
 
-  '@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))':
+  '@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))':
     dependencies:
       ansi-styles: 5.2.0
       camelcase: 6.3.0
       decamelize: 1.2.0
       js-tiktoken: 1.0.12
-      langsmith: 0.1.40(@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      langsmith: 0.1.40(@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
       ml-distance: 4.0.1
       mustache: 4.2.0
       p-queue: 6.6.2
@@ -4715,13 +4757,13 @@ snapshots:
       - langchain
       - openai
 
-  '@langchain/core@0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))':
+  '@langchain/core@0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))':
     dependencies:
       ansi-styles: 5.2.0
       camelcase: 6.3.0
       decamelize: 1.2.0
       js-tiktoken: 1.0.12
-      langsmith: 0.1.40(@langchain/core@0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      langsmith: 0.1.40(@langchain/core@0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
       ml-distance: 4.0.1
       mustache: 4.2.0
       p-queue: 6.6.2
@@ -4736,16 +4778,16 @@ snapshots:
   '@langchain/google-genai@0.0.23(langchain@0.2.12)(openai@4.55.6(zod@3.23.8))(zod@3.23.8)':
     dependencies:
       '@google/generative-ai': 0.7.1
-      '@langchain/core': 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      '@langchain/core': 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
       zod-to-json-schema: 3.23.2(zod@3.23.8)
     transitivePeerDependencies:
       - langchain
       - openai
       - zod
 
-  '@langchain/openai@0.0.34(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))':
+  '@langchain/openai@0.0.34(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))':
     dependencies:
-      '@langchain/core': 0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      '@langchain/core': 0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
       js-tiktoken: 1.0.12
       openai: 4.55.6(zod@3.23.8)
       zod: 3.23.8
@@ -4754,9 +4796,9 @@ snapshots:
       - encoding
       - langchain
 
-  '@langchain/openai@0.1.3(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))':
+  '@langchain/openai@0.1.3(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))':
     dependencies:
-      '@langchain/core': 0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      '@langchain/core': 0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
       js-tiktoken: 1.0.12
       openai: 4.55.6(zod@3.23.8)
       zod: 3.23.8
@@ -4765,9 +4807,9 @@ snapshots:
       - encoding
       - langchain
 
-  '@langchain/openai@0.2.5(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))':
+  '@langchain/openai@0.2.5(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))':
     dependencies:
-      '@langchain/core': 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.52.3)
+      '@langchain/core': 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.52.3)
       js-tiktoken: 1.0.12
       openai: 4.52.3
       zod: 3.23.8
@@ -4776,17 +4818,17 @@ snapshots:
       - encoding
       - langchain
 
-  '@langchain/textsplitters@0.0.3(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))':
+  '@langchain/textsplitters@0.0.3(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))':
     dependencies:
-      '@langchain/core': 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      '@langchain/core': 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
       js-tiktoken: 1.0.12
     transitivePeerDependencies:
       - langchain
       - openai
 
-  '@langchain/textsplitters@0.0.3(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))':
+  '@langchain/textsplitters@0.0.3(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))':
     dependencies:
-      '@langchain/core': 0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      '@langchain/core': 0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
       js-tiktoken: 1.0.12
     transitivePeerDependencies:
       - langchain
@@ -5148,20 +5190,20 @@ snapshots:
   '@types/body-parser@1.19.5':
     dependencies:
       '@types/connect': 3.4.38
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
 
   '@types/cacheable-request@6.0.3':
     dependencies:
       '@types/http-cache-semantics': 4.0.4
       '@types/keyv': 3.1.4
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       '@types/responselike': 1.0.3
 
   '@types/caseless@0.12.5': {}
 
   '@types/connect@3.4.38':
     dependencies:
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
 
   '@types/cors@2.8.17':
     dependencies:
@@ -5180,7 +5222,7 @@ snapshots:
 
   '@types/express-serve-static-core@4.19.5':
     dependencies:
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       '@types/qs': 6.9.15
       '@types/range-parser': 1.2.7
       '@types/send': 0.17.4
@@ -5200,7 +5242,7 @@ snapshots:
 
   '@types/graceful-fs@4.1.9':
     dependencies:
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
 
   '@types/http-cache-semantics@4.0.4': {}
 
@@ -5225,11 +5267,11 @@ snapshots:
 
   '@types/jsonwebtoken@9.0.6':
     dependencies:
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
 
   '@types/keyv@3.1.4':
     dependencies:
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
 
   '@types/long@4.0.2': {}
 
@@ -5237,10 +5279,10 @@ snapshots:
 
   '@types/node-fetch@2.6.11':
     dependencies:
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       form-data: 4.0.0
 
-  '@types/node@18.19.45':
+  '@types/node@18.19.50':
     dependencies:
       undici-types: 5.26.5
 
@@ -5252,7 +5294,7 @@ snapshots:
     dependencies:
       undici-types: 5.26.5
 
-  '@types/node@22.5.0':
+  '@types/node@22.5.4':
     dependencies:
       undici-types: 6.19.8
 
@@ -5263,25 +5305,25 @@ snapshots:
   '@types/request@2.48.12':
     dependencies:
       '@types/caseless': 0.12.5
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       '@types/tough-cookie': 4.0.5
       form-data: 2.5.1
 
   '@types/responselike@1.0.3':
     dependencies:
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
 
   '@types/retry@0.12.0': {}
 
   '@types/send@0.17.4':
     dependencies:
       '@types/mime': 1.3.5
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
 
   '@types/serve-static@1.15.7':
     dependencies:
       '@types/http-errors': 2.0.4
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       '@types/send': 0.17.4
 
   '@types/shimmer@1.2.0': {}
@@ -5338,7 +5380,7 @@ snapshots:
     dependencies:
       '@typescript-eslint/typescript-estree': 8.2.0(typescript@5.5.3)
       '@typescript-eslint/utils': 8.2.0(eslint@8.57.0)(typescript@5.5.3)
-      debug: 4.3.6
+      debug: 4.3.7
       ts-api-utils: 1.3.0(typescript@5.5.3)
     optionalDependencies:
       typescript: 5.5.3
@@ -5352,7 +5394,7 @@ snapshots:
     dependencies:
       '@typescript-eslint/types': 8.2.0
       '@typescript-eslint/visitor-keys': 8.2.0
-      debug: 4.3.6
+      debug: 4.3.7
       globby: 11.1.0
       is-glob: 4.0.3
       minimatch: 9.0.5
@@ -5406,13 +5448,13 @@ snapshots:
 
   agent-base@6.0.2:
     dependencies:
-      debug: 4.3.6
+      debug: 4.3.7
     transitivePeerDependencies:
       - supports-color
 
   agent-base@7.1.1:
     dependencies:
-      debug: 4.3.6
+      debug: 4.3.7
     transitivePeerDependencies:
       - supports-color
 
@@ -5728,13 +5770,13 @@ snapshots:
       object-assign: 4.1.1
       vary: 1.1.2
 
-  create-jest@29.7.0(@types/node@22.5.0)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3)):
+  create-jest@29.7.0(@types/node@22.5.4)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3)):
     dependencies:
       '@jest/types': 29.6.3
       chalk: 4.1.2
       exit: 0.1.2
       graceful-fs: 4.2.11
-      jest-config: 29.7.0(@types/node@22.5.0)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3))
+      jest-config: 29.7.0(@types/node@22.5.4)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3))
       jest-util: 29.7.0
       prompts: 2.4.2
     transitivePeerDependencies:
@@ -5777,6 +5819,10 @@ snapshots:
     dependencies:
       ms: 2.1.2
 
+  debug@4.3.7:
+    dependencies:
+      ms: 2.1.3
+
   decamelize@1.2.0: {}
 
   decompress-response@6.0.0:
@@ -6053,7 +6099,7 @@ snapshots:
 
   fast-uri@3.0.1: {}
 
-  fast-xml-parser@4.4.1:
+  fast-xml-parser@4.5.0:
     dependencies:
       strnum: 1.0.5
     optional: true
@@ -6127,31 +6173,31 @@ snapshots:
     dependencies:
       semver-regex: 4.0.5
 
-  firebase-admin@12.4.0:
+  firebase-admin@12.5.0:
     dependencies:
       '@fastify/busboy': 3.0.0
       '@firebase/database-compat': 1.0.7
       '@firebase/database-types': 1.0.4
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       farmhash-modern: 1.1.0
       jsonwebtoken: 9.0.2
       jwks-rsa: 3.1.0
       node-forge: 1.3.1
       uuid: 10.0.0
     optionalDependencies:
-      '@google-cloud/firestore': 7.9.0
+      '@google-cloud/firestore': 7.10.0
       '@google-cloud/storage': 7.12.1
     transitivePeerDependencies:
       - encoding
       - supports-color
 
-  firebase-functions@5.0.1(firebase-admin@12.4.0):
+  firebase-functions@5.0.1(firebase-admin@12.5.0):
     dependencies:
       '@types/cors': 2.8.17
       '@types/express': 4.17.3
       cors: 2.8.5
       express: 4.19.2
-      firebase-admin: 12.4.0
+      firebase-admin: 12.5.0
       protobufjs: 7.3.2
     transitivePeerDependencies:
       - supports-color
@@ -6311,7 +6357,7 @@ snapshots:
       - encoding
       - supports-color
 
-  google-auth-library@9.14.0:
+  google-auth-library@9.14.1:
     dependencies:
       base64-js: 1.5.1
       ecdsa-sig-formatter: 1.0.11
@@ -6330,7 +6376,7 @@ snapshots:
       '@types/long': 4.0.2
       abort-controller: 3.0.0
       duplexify: 4.1.3
-      google-auth-library: 9.14.0
+      google-auth-library: 9.14.1
       node-fetch: 2.7.0
       object-hash: 3.0.0
       proto3-json-serializer: 2.0.2
@@ -6341,6 +6387,25 @@ snapshots:
       - encoding
       - supports-color
 
+  google-gax@4.4.1:
+    dependencies:
+      '@grpc/grpc-js': 1.11.2
+      '@grpc/proto-loader': 0.7.13
+      '@types/long': 4.0.2
+      abort-controller: 3.0.0
+      duplexify: 4.1.3
+      google-auth-library: 9.14.1
+      node-fetch: 2.7.0
+      object-hash: 3.0.0
+      proto3-json-serializer: 2.0.2
+      protobufjs: 7.4.0
+      retry-request: 7.0.2
+      uuid: 9.0.1
+    transitivePeerDependencies:
+      - encoding
+      - supports-color
+    optional: true
+
   gopd@1.0.1:
     dependencies:
       get-intrinsic: 1.2.4
@@ -6417,7 +6482,7 @@ snapshots:
     dependencies:
       '@tootallnate/once': 2.0.0
       agent-base: 6.0.2
-      debug: 4.3.6
+      debug: 4.3.7
     transitivePeerDependencies:
       - supports-color
 
@@ -6429,14 +6494,14 @@ snapshots:
   https-proxy-agent@5.0.1:
     dependencies:
       agent-base: 6.0.2
-      debug: 4.3.6
+      debug: 4.3.7
     transitivePeerDependencies:
       - supports-color
 
   https-proxy-agent@7.0.5:
     dependencies:
       agent-base: 7.1.1
-      debug: 4.3.6
+      debug: 4.3.7
     transitivePeerDependencies:
       - supports-color
 
@@ -6552,7 +6617,7 @@ snapshots:
 
   istanbul-lib-source-maps@4.0.1:
     dependencies:
-      debug: 4.3.6
+      debug: 4.3.7
       istanbul-lib-coverage: 3.2.2
       source-map: 0.6.1
     transitivePeerDependencies:
@@ -6582,7 +6647,7 @@ snapshots:
       '@jest/expect': 29.7.0
       '@jest/test-result': 29.7.0
       '@jest/types': 29.6.3
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       chalk: 4.1.2
       co: 4.6.0
       dedent: 1.5.3
@@ -6602,16 +6667,16 @@ snapshots:
       - babel-plugin-macros
       - supports-color
 
-  jest-cli@29.7.0(@types/node@22.5.0)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3)):
+  jest-cli@29.7.0(@types/node@22.5.4)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3)):
     dependencies:
-      '@jest/core': 29.7.0(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3))
+      '@jest/core': 29.7.0(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3))
       '@jest/test-result': 29.7.0
       '@jest/types': 29.6.3
       chalk: 4.1.2
-      create-jest: 29.7.0(@types/node@22.5.0)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3))
+      create-jest: 29.7.0(@types/node@22.5.4)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3))
       exit: 0.1.2
       import-local: 3.1.0
-      jest-config: 29.7.0(@types/node@22.5.0)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3))
+      jest-config: 29.7.0(@types/node@22.5.4)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3))
       jest-util: 29.7.0
       jest-validate: 29.7.0
       yargs: 17.7.2
@@ -6621,7 +6686,7 @@ snapshots:
       - supports-color
       - ts-node
 
-  jest-config@29.7.0(@types/node@22.5.0)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3)):
+  jest-config@29.7.0(@types/node@22.5.4)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3)):
     dependencies:
       '@babel/core': 7.24.7
       '@jest/test-sequencer': 29.7.0
@@ -6646,8 +6711,8 @@ snapshots:
       slash: 3.0.0
       strip-json-comments: 3.1.1
     optionalDependencies:
-      '@types/node': 22.5.0
-      ts-node: 10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3)
+      '@types/node': 22.5.4
+      ts-node: 10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3)
     transitivePeerDependencies:
       - babel-plugin-macros
       - supports-color
@@ -6676,7 +6741,7 @@ snapshots:
       '@jest/environment': 29.7.0
       '@jest/fake-timers': 29.7.0
       '@jest/types': 29.6.3
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       jest-mock: 29.7.0
       jest-util: 29.7.0
 
@@ -6686,7 +6751,7 @@ snapshots:
     dependencies:
       '@jest/types': 29.6.3
       '@types/graceful-fs': 4.1.9
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       anymatch: 3.1.3
       fb-watchman: 2.0.2
       graceful-fs: 4.2.11
@@ -6725,7 +6790,7 @@ snapshots:
   jest-mock@29.7.0:
     dependencies:
       '@jest/types': 29.6.3
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       jest-util: 29.7.0
 
   jest-pnp-resolver@1.2.3(jest-resolve@29.7.0):
@@ -6760,7 +6825,7 @@ snapshots:
       '@jest/test-result': 29.7.0
       '@jest/transform': 29.7.0
       '@jest/types': 29.6.3
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       chalk: 4.1.2
       emittery: 0.13.1
       graceful-fs: 4.2.11
@@ -6788,7 +6853,7 @@ snapshots:
       '@jest/test-result': 29.7.0
       '@jest/transform': 29.7.0
       '@jest/types': 29.6.3
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       chalk: 4.1.2
       cjs-module-lexer: 1.3.1
       collect-v8-coverage: 1.0.2
@@ -6834,7 +6899,7 @@ snapshots:
   jest-util@29.7.0:
     dependencies:
       '@jest/types': 29.6.3
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       chalk: 4.1.2
       ci-info: 3.9.0
       graceful-fs: 4.2.11
@@ -6853,7 +6918,7 @@ snapshots:
     dependencies:
       '@jest/test-result': 29.7.0
       '@jest/types': 29.6.3
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       ansi-escapes: 4.3.2
       chalk: 4.1.2
       emittery: 0.13.1
@@ -6862,17 +6927,17 @@ snapshots:
 
   jest-worker@29.7.0:
     dependencies:
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       jest-util: 29.7.0
       merge-stream: 2.0.0
       supports-color: 8.1.1
 
-  jest@29.7.0(@types/node@22.5.0)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3)):
+  jest@29.7.0(@types/node@22.5.4)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3)):
     dependencies:
-      '@jest/core': 29.7.0(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3))
+      '@jest/core': 29.7.0(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3))
       '@jest/types': 29.6.3
       import-local: 3.1.0
-      jest-cli: 29.7.0(@types/node@22.5.0)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3))
+      jest-cli: 29.7.0(@types/node@22.5.4)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3))
     transitivePeerDependencies:
       - '@types/node'
       - babel-plugin-macros
@@ -6947,7 +7012,7 @@ snapshots:
     dependencies:
       '@types/express': 4.17.21
       '@types/jsonwebtoken': 9.0.6
-      debug: 4.3.6
+      debug: 4.3.7
       jose: 4.15.9
       limiter: 1.1.5
       lru-memoizer: 2.3.0
@@ -6970,17 +7035,17 @@ snapshots:
 
   kleur@3.0.3: {}
 
-  langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)):
+  langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)):
     dependencies:
-      '@langchain/core': 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
-      '@langchain/openai': 0.2.5(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))
-      '@langchain/textsplitters': 0.0.3(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      '@langchain/core': 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      '@langchain/openai': 0.2.5(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))
+      '@langchain/textsplitters': 0.0.3(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
       binary-extensions: 2.3.0
       js-tiktoken: 1.0.12
       js-yaml: 4.1.0
       jsonpointer: 5.0.1
       langchainhub: 0.0.11
-      langsmith: 0.1.37(@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      langsmith: 0.1.37(@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
       ml-distance: 4.0.1
       openapi-types: 12.1.3
       p-retry: 4.6.2
@@ -6989,28 +7054,28 @@ snapshots:
       zod: 3.23.8
       zod-to-json-schema: 3.23.1(zod@3.23.8)
     optionalDependencies:
-      '@langchain/community': 0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8))
+      '@langchain/community': 0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8))
       '@langchain/google-genai': 0.0.23(langchain@0.2.12)(openai@4.55.6(zod@3.23.8))(zod@3.23.8)
       chromadb: 1.8.1(openai@4.55.6(zod@3.23.8))
       d3-dsv: 2.0.0
-      fast-xml-parser: 4.4.1
+      fast-xml-parser: 4.5.0
       handlebars: 4.7.8
       ignore: 5.3.2
     transitivePeerDependencies:
       - encoding
       - openai
 
-  langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)):
+  langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)):
     dependencies:
-      '@langchain/core': 0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
-      '@langchain/openai': 0.0.34(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))
-      '@langchain/textsplitters': 0.0.3(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      '@langchain/core': 0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      '@langchain/openai': 0.0.34(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))
+      '@langchain/textsplitters': 0.0.3(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
       binary-extensions: 2.3.0
       js-tiktoken: 1.0.12
       js-yaml: 4.1.0
       jsonpointer: 5.0.1
       langchainhub: 0.0.11
-      langsmith: 0.1.40(@langchain/core@0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      langsmith: 0.1.40(@langchain/core@0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
       ml-distance: 4.0.1
       openapi-types: 12.1.3
       p-retry: 4.6.2
@@ -7021,7 +7086,7 @@ snapshots:
     optionalDependencies:
       chromadb: 1.8.1(openai@4.55.6(zod@3.23.8))
       d3-dsv: 2.0.0
-      fast-xml-parser: 4.4.1
+      fast-xml-parser: 4.5.0
       handlebars: 4.7.8
       ignore: 5.3.2
     transitivePeerDependencies:
@@ -7030,7 +7095,7 @@ snapshots:
 
   langchainhub@0.0.11: {}
 
-  langsmith@0.1.36(@langchain/core@0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)):
+  langsmith@0.1.36(@langchain/core@0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)):
     dependencies:
       '@types/uuid': 9.0.8
       commander: 10.0.1
@@ -7038,11 +7103,11 @@ snapshots:
       p-retry: 4.6.2
       uuid: 9.0.1
     optionalDependencies:
-      '@langchain/core': 0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
-      langchain: 0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8))
+      '@langchain/core': 0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      langchain: 0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8))
       openai: 4.55.6(zod@3.23.8)
 
-  langsmith@0.1.37(@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)):
+  langsmith@0.1.37(@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)):
     dependencies:
       '@types/uuid': 9.0.8
       commander: 10.0.1
@@ -7050,11 +7115,11 @@ snapshots:
       p-retry: 4.6.2
       uuid: 9.0.1
     optionalDependencies:
-      '@langchain/core': 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
-      langchain: 0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8))
+      '@langchain/core': 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      langchain: 0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8))
       openai: 4.55.6(zod@3.23.8)
 
-  langsmith@0.1.40(@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.52.3))(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.52.3):
+  langsmith@0.1.40(@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.52.3))(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.52.3):
     dependencies:
       '@types/uuid': 9.0.8
       commander: 10.0.1
@@ -7063,11 +7128,11 @@ snapshots:
       semver: 7.6.3
       uuid: 9.0.1
     optionalDependencies:
-      '@langchain/core': 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.52.3)
-      langchain: 0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8))
+      '@langchain/core': 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.52.3)
+      langchain: 0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8))
       openai: 4.52.3
 
-  langsmith@0.1.40(@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)):
+  langsmith@0.1.40(@langchain/core@0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)):
     dependencies:
       '@types/uuid': 9.0.8
       commander: 10.0.1
@@ -7076,11 +7141,11 @@ snapshots:
       semver: 7.6.3
       uuid: 9.0.1
     optionalDependencies:
-      '@langchain/core': 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
-      langchain: 0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(firebase-admin@12.4.0)(google-auth-library@9.14.0)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8))
+      '@langchain/core': 0.2.19(langchain@0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      langchain: 0.2.12(@langchain/community@0.2.22(@google-cloud/storage@7.12.1)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(firebase-admin@12.5.0)(google-auth-library@9.14.1)(handlebars@4.7.8)(ignore@5.3.2)(jsonwebtoken@9.0.2)(openai@4.55.6(zod@3.23.8)))(@langchain/google-genai@0.0.23)(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8))
       openai: 4.55.6(zod@3.23.8)
 
-  langsmith@0.1.40(@langchain/core@0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)):
+  langsmith@0.1.40(@langchain/core@0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)))(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8)):
     dependencies:
       '@types/uuid': 9.0.8
       commander: 10.0.1
@@ -7089,8 +7154,8 @@ snapshots:
       semver: 7.6.3
       uuid: 9.0.1
     optionalDependencies:
-      '@langchain/core': 0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
-      langchain: 0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.4.1)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8))
+      '@langchain/core': 0.2.19(langchain@0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8)))(openai@4.55.6(zod@3.23.8))
+      langchain: 0.2.3(chromadb@1.8.1(openai@4.55.6(zod@3.23.8)))(d3-dsv@2.0.0)(fast-xml-parser@4.5.0)(handlebars@4.7.8)(ignore@5.3.2)(openai@4.55.6(zod@3.23.8))
       openai: 4.55.6(zod@3.23.8)
 
   leven@3.1.0: {}
@@ -7313,7 +7378,7 @@ snapshots:
 
   openai@4.52.3:
     dependencies:
-      '@types/node': 18.19.45
+      '@types/node': 18.19.50
       '@types/node-fetch': 2.6.11
       abort-controller: 3.0.0
       agentkeepalive: 4.5.0
@@ -7326,7 +7391,7 @@ snapshots:
 
   openai@4.55.6(zod@3.23.8):
     dependencies:
-      '@types/node': 18.19.45
+      '@types/node': 18.19.50
       '@types/node-fetch': 2.6.11
       abort-controller: 3.0.0
       agentkeepalive: 4.5.0
@@ -7467,7 +7532,7 @@ snapshots:
       '@protobufjs/path': 1.1.2
       '@protobufjs/pool': 1.1.0
       '@protobufjs/utf8': 1.1.0
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       long: 5.2.3
 
   protobufjs@7.4.0:
@@ -7482,7 +7547,7 @@ snapshots:
       '@protobufjs/path': 1.1.2
       '@protobufjs/pool': 1.1.0
       '@protobufjs/utf8': 1.1.0
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       long: 5.2.3
 
   proxy-addr@2.0.7:
@@ -7536,7 +7601,7 @@ snapshots:
 
   require-in-the-middle@7.4.0:
     dependencies:
-      debug: 4.3.6
+      debug: 4.3.7
       module-details-from-path: 1.0.3
       resolve: 1.22.8
     transitivePeerDependencies:
@@ -7796,12 +7861,12 @@ snapshots:
     dependencies:
       typescript: 5.5.3
 
-  ts-jest@29.2.4(@babel/core@7.24.7)(@jest/transform@29.7.0)(@jest/types@29.6.3)(babel-jest@29.7.0(@babel/core@7.24.7))(jest@29.7.0(@types/node@22.5.0)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3)))(typescript@5.5.3):
+  ts-jest@29.2.4(@babel/core@7.24.7)(@jest/transform@29.7.0)(@jest/types@29.6.3)(babel-jest@29.7.0(@babel/core@7.24.7))(jest@29.7.0(@types/node@22.5.4)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3)))(typescript@5.5.3):
     dependencies:
       bs-logger: 0.2.6
       ejs: 3.1.10
       fast-json-stable-stringify: 2.1.0
-      jest: 29.7.0(@types/node@22.5.0)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3))
+      jest: 29.7.0(@types/node@22.5.4)(ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3))
       jest-util: 29.7.0
       json5: 2.2.3
       lodash.memoize: 4.1.2
@@ -7815,14 +7880,14 @@ snapshots:
       '@jest/types': 29.6.3
       babel-jest: 29.7.0(@babel/core@7.24.7)
 
-  ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.0)(typescript@5.5.3):
+  ts-node@10.9.2(@swc/core@1.6.13)(@types/node@22.5.4)(typescript@5.5.3):
     dependencies:
       '@cspotcode/source-map-support': 0.8.1
       '@tsconfig/node10': 1.0.11
       '@tsconfig/node12': 1.0.11
       '@tsconfig/node14': 1.0.3
       '@tsconfig/node16': 1.0.4
-      '@types/node': 22.5.0
+      '@types/node': 22.5.4
       acorn: 8.12.1
       acorn-walk: 8.3.3
       arg: 4.1.3
@@ -7837,6 +7902,8 @@ snapshots:
 
   tslib@2.6.3: {}
 
+  tslib@2.7.0: {}
+
   type-check@0.4.0:
     dependencies:
       prelude-ls: 1.2.1