diff --git a/gai_application/package-lock.json b/gai_application/package-lock.json
index 8fa8f3f..c35d06e 100644
--- a/gai_application/package-lock.json
+++ b/gai_application/package-lock.json
@@ -8,18 +8,18 @@
       "name": "application",
       "version": "0.1.0",
       "dependencies": {
-        "@auth/mongodb-adapter": "^3.4.2",
+        "@auth/mongodb-adapter": "^3.9.1",
         "@google/generative-ai": "^0.17.0",
-        "@langchain/community": "^0.2.31",
+        "@langchain/community": "^0.3.46",
         "@langchain/google-genai": "^0.0.26",
         "@langchain/mongodb": "^0.0.5",
         "@langchain/ollama": "^0.1.5",
         "axios": "^1.7.4",
-        "langchain": "^0.2.17",
+        "langchain": "^0.2.20",
         "mongodb": "^6.8.0",
-        "mongoose": "^8.5.3",
-        "next": "14.2.5",
-        "next-auth": "^5.0.0-beta.20",
+        "mongoose": "^8.9.5",
+        "next": "14.2.30",
+        "next-auth": "^5.0.0-beta.28",
         "pdf-parse": "^1.1.1",
         "react": "^18",
         "react-dom": "^18",
@@ -47,18 +47,33 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/@anthropic-ai/sdk": {
+      "version": "0.27.3",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/sdk/-/sdk-0.27.3.tgz",
+      "integrity": "sha512-IjLt0gd3L4jlOfilxVXTifn42FnVffMgDC04RJK1KDZpmkBWLv0XC92MVVmkxrFZNS/7l3xWgP/I3nqtX1sQHw==",
+      "license": "MIT",
+      "peer": true,
+      "dependencies": {
+        "@types/node": "^18.11.18",
+        "@types/node-fetch": "^2.6.4",
+        "abort-controller": "^3.0.0",
+        "agentkeepalive": "^4.2.1",
+        "form-data-encoder": "1.7.2",
+        "formdata-node": "^4.3.2",
+        "node-fetch": "^2.6.7"
+      }
+    },
     "node_modules/@auth/core": {
-      "version": "0.34.2",
-      "resolved": "https://registry.npmjs.org/@auth/core/-/core-0.34.2.tgz",
-      "integrity": "sha512-KywHKRgLiF3l7PLyL73fjLSIBe1YNcA6sMeew4yMP6cfCWGXZrkkXd32AjRi1hlJ9nvovUBGZHvbn+LijO6ZeQ==",
-      "dependencies": {
-        "@panva/hkdf": "^1.1.1",
-        "@types/cookie": "0.6.0",
-        "cookie": "0.6.0",
-        "jose": "^5.1.3",
-        "oauth4webapi": "^2.10.4",
-        "preact": "10.11.3",
-        "preact-render-to-string": "5.2.3"
+      "version": "0.39.1",
+      "resolved": "https://registry.npmjs.org/@auth/core/-/core-0.39.1.tgz",
+      "integrity": "sha512-McD8slui0oOA1pjR5sPjLPl5Zm//nLP/8T3kr8hxIsvNLvsiudYvPHhDFPjh1KcZ2nFxCkZmP6bRxaaPd/AnLA==",
+      "license": "ISC",
+      "dependencies": {
+        "@panva/hkdf": "^1.2.1",
+        "jose": "^6.0.6",
+        "oauth4webapi": "^3.3.0",
+        "preact": "10.24.3",
+        "preact-render-to-string": "6.5.11"
       },
       "peerDependencies": {
         "@simplewebauthn/browser": "^9.0.1",
@@ -78,16 +93,60 @@
       }
     },
     "node_modules/@auth/mongodb-adapter": {
-      "version": "3.4.2",
-      "resolved": "https://registry.npmjs.org/@auth/mongodb-adapter/-/mongodb-adapter-3.4.2.tgz",
-      "integrity": "sha512-Vg6c6FIoVeBjNV4PL6CD6owR5u80+wpNJINszUwLHxBnF2GljqYLHNFSgp9Xtjefp1CUtMEKfv9vXiVi2x9PMQ==",
+      "version": "3.9.1",
+      "resolved": "https://registry.npmjs.org/@auth/mongodb-adapter/-/mongodb-adapter-3.9.1.tgz",
+      "integrity": "sha512-pzJSf1Ehs/wVrCJAFwQLiShw6+RZT23g2Ljpo4c/3iy6LDJhoTjlih9L8B0qCnK1Qv9xYZoQLwrXl6kMSyiHtg==",
+      "license": "ISC",
       "dependencies": {
-        "@auth/core": "0.34.2"
+        "@auth/core": "0.39.1"
       },
       "peerDependencies": {
         "mongodb": "^6"
       }
     },
+    "node_modules/@browserbasehq/sdk": {
+      "version": "2.6.0",
+      "resolved": "https://registry.npmjs.org/@browserbasehq/sdk/-/sdk-2.6.0.tgz",
+      "integrity": "sha512-83iXP5D7xMm8Wyn66TUaUrgoByCmAJuoMoZQI3sGg3JAiMlTfnCIMqyVBoNSaItaPIkaCnrsj6LiusmXV2X9YA==",
+      "license": "Apache-2.0",
+      "peer": true,
+      "dependencies": {
+        "@types/node": "^18.11.18",
+        "@types/node-fetch": "^2.6.4",
+        "abort-controller": "^3.0.0",
+        "agentkeepalive": "^4.2.1",
+        "form-data-encoder": "1.7.2",
+        "formdata-node": "^4.3.2",
+        "node-fetch": "^2.6.7"
+      }
+    },
+    "node_modules/@browserbasehq/stagehand": {
+      "version": "1.14.0",
+      "resolved": "https://registry.npmjs.org/@browserbasehq/stagehand/-/stagehand-1.14.0.tgz",
+      "integrity": "sha512-Hi/EzgMFWz+FKyepxHTrqfTPjpsuBS4zRy3e9sbMpBgLPv+9c0R+YZEvS7Bw4mTS66QtvvURRT6zgDGFotthVQ==",
+      "license": "MIT",
+      "peer": true,
+      "dependencies": {
+        "@anthropic-ai/sdk": "^0.27.3",
+        "@browserbasehq/sdk": "^2.0.0",
+        "ws": "^8.18.0",
+        "zod-to-json-schema": "^3.23.5"
+      },
+      "peerDependencies": {
+        "@playwright/test": "^1.42.1",
+        "deepmerge": "^4.3.1",
+        "dotenv": "^16.4.5",
+        "openai": "^4.62.1",
+        "zod": "^3.23.8"
+      }
+    },
+    "node_modules/@cfworker/json-schema": {
+      "version": "4.1.1",
+      "resolved": "https://registry.npmjs.org/@cfworker/json-schema/-/json-schema-4.1.1.tgz",
+      "integrity": "sha512-gAmrUZSGtKc3AiBL71iNWxDsyUC5uMaKKGdvzYsBoTW/xi42JQHl7eKV2OYzCUqvc+D2RCcf7EXY2iCyFIk6og==",
+      "license": "MIT",
+      "peer": true
+    },
     "node_modules/@eslint-community/eslint-utils": {
       "version": "4.4.0",
       "resolved": "https://registry.npmjs.org/@eslint-community/eslint-utils/-/eslint-utils-4.4.0.tgz",
@@ -152,6 +211,46 @@
         "node": ">=18.0.0"
       }
     },
+    "node_modules/@graphql-typed-document-node/core": {
+      "version": "3.2.0",
+      "resolved": "https://registry.npmjs.org/@graphql-typed-document-node/core/-/core-3.2.0.tgz",
+      "integrity": "sha512-mB9oAsNCm9aM3/SOv4YtBMqZbYj10R7dkq8byBqxGY/ncFwhf2oQzMV+LCRlWoDSEBJ3COiR1yeDvMtsoOsuFQ==",
+      "license": "MIT",
+      "peerDependencies": {
+        "graphql": "^0.8.0 || ^0.9.0 || ^0.10.0 || ^0.11.0 || ^0.12.0 || ^0.13.0 || ^14.0.0 || ^15.0.0 || ^16.0.0 || ^17.0.0"
+      }
+    },
+    "node_modules/@grpc/grpc-js": {
+      "version": "1.13.4",
+      "resolved": "https://registry.npmjs.org/@grpc/grpc-js/-/grpc-js-1.13.4.tgz",
+      "integrity": "sha512-GsFaMXCkMqkKIvwCQjCrwH+GHbPKBjhwo/8ZuUkWHqbI73Kky9I+pQltrlT0+MWpedCoosda53lgjYfyEPgxBg==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@grpc/proto-loader": "^0.7.13",
+        "@js-sdsl/ordered-map": "^4.4.2"
+      },
+      "engines": {
+        "node": ">=12.10.0"
+      }
+    },
+    "node_modules/@grpc/proto-loader": {
+      "version": "0.7.15",
+      "resolved": "https://registry.npmjs.org/@grpc/proto-loader/-/proto-loader-0.7.15.tgz",
+      "integrity": "sha512-tMXdRCfYVixjuFK+Hk0Q1s38gV9zDiDJfWL3h1rv4Qc39oILCu1TRTDt7+fGUI8K4G1Fj125Hx/ru3azECWTyQ==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "lodash.camelcase": "^4.3.0",
+        "long": "^5.0.0",
+        "protobufjs": "^7.2.5",
+        "yargs": "^17.7.2"
+      },
+      "bin": {
+        "proto-loader-gen-types": "build/bin/proto-loader-gen-types.js"
+      },
+      "engines": {
+        "node": ">=6"
+      }
+    },
     "node_modules/@humanwhocodes/config-array": {
       "version": "0.11.14",
       "resolved": "https://registry.npmjs.org/@humanwhocodes/config-array/-/config-array-0.11.14.tgz",
@@ -187,6 +286,21 @@
       "deprecated": "Use @eslint/object-schema instead",
       "dev": true
     },
+    "node_modules/@ibm-cloud/watsonx-ai": {
+      "version": "1.6.7",
+      "resolved": "https://registry.npmjs.org/@ibm-cloud/watsonx-ai/-/watsonx-ai-1.6.7.tgz",
+      "integrity": "sha512-lyHG5pjIINc+3fVbodD+ui0kvs7xk6TRAPJasK+8d8+j/FXS6TNsNGjvP79nfQJPTTYYy9IXxFc/3Z4jAqfD7w==",
+      "license": "Apache-2.0",
+      "peer": true,
+      "dependencies": {
+        "@types/node": "^18.0.0",
+        "extend": "3.0.2",
+        "ibm-cloud-sdk-core": "^5.3.2"
+      },
+      "engines": {
+        "node": ">=18.0.0"
+      }
+    },
     "node_modules/@isaacs/cliui": {
       "version": "8.0.2",
       "resolved": "https://registry.npmjs.org/@isaacs/cliui/-/cliui-8.0.2.tgz",
@@ -279,40 +393,52 @@
         "@jridgewell/sourcemap-codec": "^1.4.14"
       }
     },
+    "node_modules/@js-sdsl/ordered-map": {
+      "version": "4.4.2",
+      "resolved": "https://registry.npmjs.org/@js-sdsl/ordered-map/-/ordered-map-4.4.2.tgz",
+      "integrity": "sha512-iUKgm52T8HOE/makSxjqoWhe95ZJA1/G1sYsGev2JDKUSS14KAgg1LHb+Ba+IPow0xflbnSkOsZcO08C7w1gYw==",
+      "license": "MIT",
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/js-sdsl"
+      }
+    },
     "node_modules/@langchain/community": {
-      "version": "0.2.31",
-      "resolved": "https://registry.npmjs.org/@langchain/community/-/community-0.2.31.tgz",
-      "integrity": "sha512-UayfsFyxHBLGnc9nODLupC46lvTMssYkfmFalMKqWAWQLWPEKOcDriy8Dg8+0MBME/y7SzqlCniEeEvml16hog==",
+      "version": "0.3.46",
+      "resolved": "https://registry.npmjs.org/@langchain/community/-/community-0.3.46.tgz",
+      "integrity": "sha512-loix9LkoNcn1gQlVCopmrJW9TmgZb+YpZw7nkFzXT6ozR8ZDh1XlFq1ymR5gTFtdNzF0neK2oJtE9iEl1lm7Dw==",
+      "license": "MIT",
       "dependencies": {
-        "@langchain/core": ">=0.2.21 <0.3.0",
-        "@langchain/openai": ">=0.2.0 <0.3.0",
+        "@langchain/openai": ">=0.2.0 <0.6.0",
+        "@langchain/weaviate": "^0.2.0",
         "binary-extensions": "^2.2.0",
         "expr-eval": "^2.0.2",
         "flat": "^5.0.2",
         "js-yaml": "^4.1.0",
-        "langchain": "~0.2.3",
-        "langsmith": "~0.1.30",
+        "langchain": ">=0.2.3 <0.3.0 || >=0.3.4 <0.4.0",
+        "langsmith": "^0.3.29",
         "uuid": "^10.0.0",
-        "zod": "^3.22.3",
-        "zod-to-json-schema": "^3.22.5"
+        "zod": "^3.25.32"
       },
       "engines": {
         "node": ">=18"
       },
       "peerDependencies": {
+        "@arcjet/redact": "^v1.0.0-alpha.23",
         "@aws-crypto/sha256-js": "^5.0.0",
-        "@aws-sdk/client-bedrock-agent-runtime": "^3.583.0",
-        "@aws-sdk/client-bedrock-runtime": "^3.422.0",
-        "@aws-sdk/client-dynamodb": "^3.310.0",
-        "@aws-sdk/client-kendra": "^3.352.0",
-        "@aws-sdk/client-lambda": "^3.310.0",
-        "@aws-sdk/client-s3": "^3.310.0",
-        "@aws-sdk/client-sagemaker-runtime": "^3.310.0",
-        "@aws-sdk/client-sfn": "^3.310.0",
+        "@aws-sdk/client-bedrock-agent-runtime": "^3.749.0",
+        "@aws-sdk/client-bedrock-runtime": "^3.749.0",
+        "@aws-sdk/client-dynamodb": "^3.749.0",
+        "@aws-sdk/client-kendra": "^3.749.0",
+        "@aws-sdk/client-lambda": "^3.749.0",
+        "@aws-sdk/client-s3": "^3.749.0",
+        "@aws-sdk/client-sagemaker-runtime": "^3.749.0",
+        "@aws-sdk/client-sfn": "^3.749.0",
         "@aws-sdk/credential-provider-node": "^3.388.0",
         "@azure/search-documents": "^12.0.0",
         "@azure/storage-blob": "^12.15.0",
         "@browserbasehq/sdk": "*",
+        "@browserbasehq/stagehand": "^1.0.0",
         "@clickhouse/client": "^0.2.5",
         "@cloudflare/ai": "*",
         "@datastax/astra-db-ts": "^1.0.0",
@@ -326,10 +452,14 @@
         "@google-cloud/storage": "^6.10.1 || ^7.7.0",
         "@gradientai/nodejs-sdk": "^1.2.0",
         "@huggingface/inference": "^2.6.4",
-        "@langchain/langgraph": "*",
+        "@huggingface/transformers": "^3.2.3",
+        "@ibm-cloud/watsonx-ai": "*",
+        "@lancedb/lancedb": "^0.12.0",
+        "@langchain/core": ">=0.3.58 <0.4.0",
         "@layerup/layerup-security": "^1.5.12",
-        "@mendable/firecrawl-js": "^0.0.13",
-        "@mlc-ai/web-llm": "0.2.46",
+        "@libsql/client": "^0.14.0",
+        "@mendable/firecrawl-js": "^1.4.3",
+        "@mlc-ai/web-llm": "*",
         "@mozilla/readability": "*",
         "@neondatabase/serverless": "*",
         "@notionhq/client": "^2.2.10",
@@ -349,17 +479,17 @@
         "@tensorflow-models/universal-sentence-encoder": "*",
         "@tensorflow/tfjs-converter": "*",
         "@tensorflow/tfjs-core": "*",
-        "@upstash/ratelimit": "^1.1.3",
+        "@upstash/ratelimit": "^1.1.3 || ^2.0.3",
         "@upstash/redis": "^1.20.6",
         "@upstash/vector": "^1.1.1",
-        "@vercel/kv": "^0.2.3",
-        "@vercel/postgres": "^0.5.0",
+        "@vercel/kv": "*",
+        "@vercel/postgres": "*",
         "@writerai/writer-sdk": "^0.40.2",
         "@xata.io/client": "^0.28.0",
-        "@xenova/transformers": "^2.17.2",
         "@zilliz/milvus2-sdk-node": ">=2.3.5",
         "apify-client": "^2.7.1",
         "assemblyai": "^4.6.0",
+        "azion": "^1.11.1",
         "better-sqlite3": ">=9.4.0 <12.0.0",
         "cassandra-driver": "^4.7.2",
         "cborg": "^4.1.1",
@@ -370,19 +500,19 @@
         "closevector-web": "0.1.6",
         "cohere-ai": "*",
         "convex": "^1.3.1",
-        "couchbase": "^4.3.0",
         "crypto-js": "^4.2.0",
         "d3-dsv": "^2.0.0",
         "discord.js": "^14.14.1",
         "dria": "^0.0.3",
         "duck-duck-scrape": "^2.2.5",
         "epub2": "^3.0.1",
-        "faiss-node": "^0.5.1",
+        "fast-xml-parser": "*",
         "firebase-admin": "^11.9.0 || ^12.0.0",
         "google-auth-library": "*",
         "googleapis": "*",
         "hnswlib-node": "^3.0.0",
         "html-to-text": "^9.0.5",
+        "ibm-cloud-sdk-core": "*",
         "ignore": "^5.2.0",
         "interface-datastore": "^8.2.11",
         "ioredis": "^5.3.2",
@@ -393,12 +523,14 @@
         "lodash": "^4.17.21",
         "lunary": "^0.7.10",
         "mammoth": "^1.6.0",
+        "mariadb": "^3.4.0",
+        "mem0ai": "^2.1.8",
         "mongodb": ">=5.2.0",
         "mysql2": "^3.9.8",
         "neo4j-driver": "*",
-        "node-llama-cpp": "*",
         "notion-to-md": "^3.1.0",
         "officeparser": "^4.0.4",
+        "openai": "*",
         "pdf-parse": "1.1.1",
         "pg": "^8.11.0",
         "pg-copy-streams": "^6.0.5",
@@ -406,22 +538,25 @@
         "playwright": "^1.32.1",
         "portkey-ai": "^0.1.11",
         "puppeteer": "*",
+        "pyodide": ">=0.24.1 <0.27.0",
         "redis": "*",
-        "replicate": "^0.29.4",
+        "replicate": "*",
         "sonix-speech-recognition": "^2.1.1",
         "srt-parser-2": "^1.2.3",
         "typeorm": "^0.3.20",
         "typesense": "^1.5.3",
         "usearch": "^1.1.1",
-        "vectordb": "^0.1.4",
         "voy-search": "0.6.2",
-        "weaviate-ts-client": "*",
+        "weaviate-client": "^3.5.2",
         "web-auth-library": "^1.0.3",
+        "word-extractor": "*",
         "ws": "^8.14.2",
-        "youtube-transcript": "^1.0.6",
-        "youtubei.js": "^9.1.0"
+        "youtubei.js": "*"
       },
       "peerDependenciesMeta": {
+        "@arcjet/redact": {
+          "optional": true
+        },
         "@aws-crypto/sha256-js": {
           "optional": true
         },
@@ -452,6 +587,9 @@
         "@aws-sdk/credential-provider-node": {
           "optional": true
         },
+        "@aws-sdk/dsql-signer": {
+          "optional": true
+        },
         "@azure/search-documents": {
           "optional": true
         },
@@ -500,12 +638,18 @@
         "@huggingface/inference": {
           "optional": true
         },
-        "@langchain/langgraph": {
+        "@huggingface/transformers": {
+          "optional": true
+        },
+        "@lancedb/lancedb": {
           "optional": true
         },
         "@layerup/layerup-security": {
           "optional": true
         },
+        "@libsql/client": {
+          "optional": true
+        },
         "@mendable/firecrawl-js": {
           "optional": true
         },
@@ -590,9 +734,6 @@
         "@xata.io/client": {
           "optional": true
         },
-        "@xenova/transformers": {
-          "optional": true
-        },
         "@zilliz/milvus2-sdk-node": {
           "optional": true
         },
@@ -602,6 +743,9 @@
         "assemblyai": {
           "optional": true
         },
+        "azion": {
+          "optional": true
+        },
         "better-sqlite3": {
           "optional": true
         },
@@ -632,9 +776,6 @@
         "convex": {
           "optional": true
         },
-        "couchbase": {
-          "optional": true
-        },
         "crypto-js": {
           "optional": true
         },
@@ -653,7 +794,7 @@
         "epub2": {
           "optional": true
         },
-        "faiss-node": {
+        "fast-xml-parser": {
           "optional": true
         },
         "firebase-admin": {
@@ -701,6 +842,12 @@
         "mammoth": {
           "optional": true
         },
+        "mariadb": {
+          "optional": true
+        },
+        "mem0ai": {
+          "optional": true
+        },
         "mongodb": {
           "optional": true
         },
@@ -710,9 +857,6 @@
         "neo4j-driver": {
           "optional": true
         },
-        "node-llama-cpp": {
-          "optional": true
-        },
         "notion-to-md": {
           "optional": true
         },
@@ -740,6 +884,9 @@
         "puppeteer": {
           "optional": true
         },
+        "pyodide": {
+          "optional": true
+        },
         "redis": {
           "optional": true
         },
@@ -761,22 +908,19 @@
         "usearch": {
           "optional": true
         },
-        "vectordb": {
-          "optional": true
-        },
         "voy-search": {
           "optional": true
         },
-        "weaviate-ts-client": {
+        "weaviate-client": {
           "optional": true
         },
         "web-auth-library": {
           "optional": true
         },
-        "ws": {
+        "word-extractor": {
           "optional": true
         },
-        "youtube-transcript": {
+        "ws": {
           "optional": true
         },
         "youtubei.js": {
@@ -784,21 +928,47 @@
         }
       }
     },
+    "node_modules/@langchain/community/node_modules/langsmith": {
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@@ -935,18 +1346,70 @@
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       "dev": true
     },
+    "node_modules/ws": {
+      "version": "8.18.2",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.2.tgz",
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+      "license": "MIT",
+      "peer": true,
+      "engines": {
+        "node": ">=10.0.0"
+      },
+      "peerDependencies": {
+        "bufferutil": "^4.0.1",
+        "utf-8-validate": ">=5.0.2"
+      },
+      "peerDependenciesMeta": {
+        "bufferutil": {
+          "optional": true
+        },
+        "utf-8-validate": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/y18n": {
+      "version": "5.0.8",
+      "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
+      "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=10"
+      }
+    },
     "node_modules/yallist": {
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       "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
@@ -7987,6 +9238,53 @@
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       }
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+    "node_modules/yargs": {
+      "version": "17.7.2",
+      "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz",
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+      "license": "MIT",
+      "dependencies": {
+        "cliui": "^8.0.1",
+        "escalade": "^3.1.1",
+        "get-caller-file": "^2.0.5",
+        "require-directory": "^2.1.1",
+        "string-width": "^4.2.3",
+        "y18n": "^5.0.5",
+        "yargs-parser": "^21.1.1"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/yargs-parser": {
+      "version": "21.1.1",
+      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz",
+      "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/yargs/node_modules/emoji-regex": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
+      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==",
+      "license": "MIT"
+    },
+    "node_modules/yargs/node_modules/string-width": {
+      "version": "4.2.3",
+      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+      "license": "MIT",
+      "dependencies": {
+        "emoji-regex": "^8.0.0",
+        "is-fullwidth-code-point": "^3.0.0",
+        "strip-ansi": "^6.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/yocto-queue": {
       "version": "0.1.0",
       "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
@@ -8000,19 +9298,21 @@
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-      "resolved": "https://registry.npmjs.org/zod/-/zod-3.23.8.tgz",
-      "integrity": "sha512-XBx9AXhXktjUqnepgTiE5flcKIYWi/rme0Eaj+5Y0lftuGBq+jyRu/md4WnuxqgP1ubdpNCsYEYPxrzVHD8d6g==",
+      "version": "3.25.64",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.64.tgz",
+      "integrity": "sha512-hbP9FpSZf7pkS7hRVUrOjhwKJNyampPgtXKc3AN6DsWtoHsg2Sb4SQaS4Tcay380zSwd2VPo9G9180emBACp5g==",
+      "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
     },
     "node_modules/zod-to-json-schema": {
-      "version": "3.23.2",
-      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.23.2.tgz",
-      "integrity": "sha512-uSt90Gzc/tUfyNqxnjlfBs8W6WSGpNBv0rVsNxP/BVSMHMKGdthPYff4xtCHYloJGM0CFxFsb3NbC0eqPhfImw==",
+      "version": "3.24.5",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.5.tgz",
+      "integrity": "sha512-/AuWwMP+YqiPbsJx5D6TfgRTc4kTLjsh5SOcd4bLsfUg2RcEXrFMJl1DGgdHy2aCfsIA/cr/1JM0xcB2GZji8g==",
+      "license": "ISC",
       "peerDependencies": {
-        "zod": "^3.23.3"
+        "zod": "^3.24.1"
       }
     },
     "node_modules/zwitch": {
diff --git a/gai_application/package.json b/gai_application/package.json
index e6cf6fd..fbac95c 100644
--- a/gai_application/package.json
+++ b/gai_application/package.json
@@ -9,18 +9,18 @@
     "lint": "next lint"
   },
   "dependencies": {
-    "@auth/mongodb-adapter": "^3.4.2",
+    "@auth/mongodb-adapter": "^3.9.1",
     "@google/generative-ai": "^0.17.0",
-    "@langchain/community": "^0.2.31",
+    "@langchain/community": "^0.3.46",
     "@langchain/google-genai": "^0.0.26",
     "@langchain/mongodb": "^0.0.5",
     "@langchain/ollama": "^0.1.5",
     "axios": "^1.7.4",
-    "langchain": "^0.2.17",
+    "langchain": "^0.2.20",
     "mongodb": "^6.8.0",
-    "mongoose": "^8.5.3",
-    "next": "14.2.5",
-    "next-auth": "^5.0.0-beta.20",
+    "mongoose": "^8.9.5",
+    "next": "14.2.30",
+    "next-auth": "^5.0.0-beta.28",
     "pdf-parse": "^1.1.1",
     "react": "^18",
     "react-dom": "^18",