diff --git a/package-lock.json b/package-lock.json
index 6d9f007..41cfc11 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -6,14 +6,15 @@
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+      "funding": {
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-        "p-retry": "4",
-        "semver": "^7.6.3",
-        "uuid": "^10.0.0"
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+        "uuid": "^11.1.0",
+        "zod": "^3.25.76 || ^4"
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+          "resolved": "https://registry.npmjs.org/@langchain/langgraph/-/langgraph-1.2.2.tgz",
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+          "requires": {
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+            "@langchain/langgraph-sdk": "~1.7.0",
+            "@standard-schema/spec": "1.1.0",
+            "uuid": "^10.0.0"
+          },
+          "dependencies": {
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+              "resolved": "https://registry.npmjs.org/uuid/-/uuid-10.0.0.tgz",
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+            }
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+          "version": "5.6.2",
+          "resolved": "https://registry.npmjs.org/chalk/-/chalk-5.6.2.tgz",
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+        },
+        "langsmith": {
+          "version": "0.5.9",
+          "resolved": "https://registry.npmjs.org/langsmith/-/langsmith-0.5.9.tgz",
+          "integrity": "sha512-mT88HlYTz7IZzVJP/OM7D6PAR3kzcbPGjYDJpx64ua9WiJXFqQx6YKewxIIxkVSZCb9I/9TiYvPYfZ4rawOdEg==",
+          "requires": {
+            "@types/uuid": "^10.0.0",
+            "chalk": "^5.6.2",
+            "console-table-printer": "^2.12.1",
+            "p-queue": "^6.6.2",
+            "semver": "^7.6.3",
+            "uuid": "^10.0.0"
+          },
+          "dependencies": {
+            "uuid": {
+              "version": "10.0.0",
+              "resolved": "https://registry.npmjs.org/uuid/-/uuid-10.0.0.tgz",
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+            }
+          }
+        },
+        "zod": {
+          "version": "4.3.6",
+          "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.6.tgz",
+          "integrity": "sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg=="
+        }
       }
     },
     "leven": {
@@ -8378,11 +8105,6 @@
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       }
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@@ -8399,19 +8121,6 @@
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       "resolved": "https://registry.npmjs.org/mimic-fn/-/mimic-fn-2.1.0.tgz",
@@ -8436,13 +8145,13 @@
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+      "integrity": "sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA==",
+      "dev": true
     },
     "mustache": {
       "version": "4.2.0",
       "resolved": "https://registry.npmjs.org/mustache/-/mustache-4.2.0.tgz",
-      "integrity": "sha512-71ippSywq5Yb7/tVYyGbkBggbU8H3u5Rz56fH60jGFgr8uHwxs+aSKeqmluIVzM0m0kB7xQjKS6qPfd0b2ZoqQ==",
-      "peer": true
+      "integrity": "sha512-71ippSywq5Yb7/tVYyGbkBggbU8H3u5Rz56fH60jGFgr8uHwxs+aSKeqmluIVzM0m0kB7xQjKS6qPfd0b2ZoqQ=="
     },
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@@ -8450,19 +8159,6 @@
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       "dev": true
     },
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-      "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/node-domexception/-/node-domexception-1.0.0.tgz",
-      "integrity": "sha512-/jKZoMpw0F8GRwl4/eLROPA3cfcXtLApP0QzLmUT/HuPCZWyB7IY9ZrMeKw2O/nFIqPQB3PVM9aYm0F312AXDQ=="
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-    "node-fetch": {
-      "version": "2.7.0",
-      "resolved": "https://registry.npmjs.org/node-fetch/-/node-fetch-2.7.0.tgz",
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-      "requires": {
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-      }
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       "resolved": "https://registry.npmjs.org/node-int64/-/node-int64-0.4.0.tgz",
@@ -8516,40 +8212,6 @@
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       }
     },
-    "openai": {
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-      "resolved": "https://registry.npmjs.org/openai/-/openai-4.96.2.tgz",
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-      "requires": {
-        "@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"
-      },
-      "dependencies": {
-        "@types/node": {
-          "version": "18.19.87",
-          "resolved": "https://registry.npmjs.org/@types/node/-/node-18.19.87.tgz",
-          "integrity": "sha512-OIAAu6ypnVZHmsHCeJ+7CCSub38QNBS9uceMQeg7K5Ur0Jr+wG9wEOEvvMbhp09pxD5czIUy/jND7s7Tb6Nw7A==",
-          "requires": {
-            "undici-types": "~5.26.4"
-          }
-        },
-        "undici-types": {
-          "version": "5.26.5",
-          "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz",
-          "integrity": "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA=="
-        }
-      }
-    },
-    "openapi-types": {
-      "version": "12.1.3",
-      "resolved": "https://registry.npmjs.org/openapi-types/-/openapi-types-12.1.3.tgz",
-      "integrity": "sha512-N4YtSYJqghVu4iek2ZUvcN/0aqH1kRDuNqzcycDxhOUpg7GdvLa2F3DgS6yBNhInhv2r/6I0Flkn7CqL8+nIcw=="
-    },
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       "resolved": "https://registry.npmjs.org/p-finally/-/p-finally-1.0.0.tgz",
@@ -8594,12 +8256,11 @@
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-      "resolved": "https://registry.npmjs.org/p-retry/-/p-retry-4.6.2.tgz",
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+      "version": "7.1.1",
+      "resolved": "https://registry.npmjs.org/p-retry/-/p-retry-7.1.1.tgz",
+      "integrity": "sha512-J5ApzjyRkkf601HpEeykoiCvzHQjWxPAHhyjFcEUP2SWq0+35NKh8TLhpLw+Dkq5TZBFvUM6UigdE9hIVYTl5w==",
       "requires": {
-        "@types/retry": "0.12.0",
-        "retry": "^0.13.1"
+        "is-network-error": "^1.1.0"
       }
     },
     "p-timeout": {
@@ -8803,11 +8464,6 @@
       "integrity": "sha512-OcXjMsGdhL4XnbShKpAcSqPMzQoYkYyhbEaeSko47MjRP9NfEQMhZkXL1DoFlt9LWQn4YttrdnV6X2OiyzBi+A==",
       "dev": true
     },
-    "retry": {
-      "version": "0.13.1",
-      "resolved": "https://registry.npmjs.org/retry/-/retry-0.13.1.tgz",
-      "integrity": "sha512-XQBQ3I8W1Cge0Seh+6gjj03LbmRFWuoszgK9ooCpwYIrhhoO80pfq4cUkU5DkknwfOfFteRwlZ56PYOGYyFWdg=="
-    },
     "rimraf": {
       "version": "5.0.10",
       "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-5.0.10.tgz",
@@ -8849,9 +8505,9 @@
       "dev": true
     },
     "simple-wcswidth": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/simple-wcswidth/-/simple-wcswidth-1.0.1.tgz",
-      "integrity": "sha512-xMO/8eNREtaROt7tJvWJqHBDTMFN4eiQ5I4JRMuilwfnFcV5W9u7RUkueNkdw0jPqGMX36iCywelS5yilTuOxg=="
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/simple-wcswidth/-/simple-wcswidth-1.1.2.tgz",
+      "integrity": "sha512-j7piyCjAeTDSjzTSQ7DokZtMNwNlEAyxqSZeCS+CXH7fJ4jx3FuJ/mTW3mE+6JLs4VJBbcll0Kjn+KXI5t21Iw=="
     },
     "sisteransi": {
       "version": "1.0.5",
@@ -9016,6 +8672,7 @@
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       "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-7.2.0.tgz",
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+      "dev": true,
       "requires": {
         "has-flag": "^4.0.0"
       }
@@ -9087,11 +8744,6 @@
         "is-number": "^7.0.0"
       }
     },
-    "tr46": {
-      "version": "0.0.3",
-      "resolved": "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz",
-      "integrity": "sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw=="
-    },
     "ts-jest": {
       "version": "29.3.2",
       "resolved": "https://registry.npmjs.org/ts-jest/-/ts-jest-29.3.2.tgz",
@@ -9173,7 +8825,8 @@
     "undici-types": {
       "version": "6.21.0",
       "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.21.0.tgz",
-      "integrity": "sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ=="
+      "integrity": "sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==",
+      "dev": true
     },
     "update-browserslist-db": {
       "version": "1.1.3",
@@ -9186,9 +8839,9 @@
       }
     },
     "uuid": {
-      "version": "10.0.0",
-      "resolved": "https://registry.npmjs.org/uuid/-/uuid-10.0.0.tgz",
-      "integrity": "sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ=="
+      "version": "11.1.0",
+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-11.1.0.tgz",
+      "integrity": "sha512-0/A9rDy9P7cJ+8w1c9WD9V//9Wj15Ce2MPz8Ri6032usz+NfePxx5AcN3bN+r6ZL6jEo066/yNYB3tn4pQEx+A=="
     },
     "v8-compile-cache-lib": {
       "version": "3.0.1",
@@ -9216,16 +8869,6 @@
         "makeerror": "1.0.12"
       }
     },
-    "web-streams-polyfill": {
-      "version": "4.0.0-beta.3",
-      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-4.0.0-beta.3.tgz",
-      "integrity": "sha512-QW95TCTaHmsYfHDybGMwO5IJIM93I/6vTRk+daHTWFPhwh+C8Cg7j7XyKrwrj8Ib6vYXe0ocYNrmzY4xAAN6ug=="
-    },
-    "webidl-conversions": {
-      "version": "3.0.1",
-      "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
-      "integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ=="
-    },
     "whatwg-encoding": {
       "version": "3.1.1",
       "resolved": "https://registry.npmjs.org/whatwg-encoding/-/whatwg-encoding-3.1.1.tgz",
@@ -9239,15 +8882,6 @@
       "resolved": "https://registry.npmjs.org/whatwg-mimetype/-/whatwg-mimetype-4.0.0.tgz",
       "integrity": "sha512-QaKxh0eNIi2mE9p2vEdzfagOKHCcj1pJ56EEHGQOVxp8r9/iszLUUV7v89x9O1p/T+NlTM5W7jW6+cz4Fq1YVg=="
     },
-    "whatwg-url": {
-      "version": "5.0.0",
-      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz",
-      "integrity": "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==",
-      "requires": {
-        "tr46": "~0.0.3",
-        "webidl-conversions": "^3.0.0"
-      }
-    },
     "which": {
       "version": "2.0.2",
       "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
@@ -9376,11 +9010,6 @@
       "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
       "dev": true
     },
-    "yaml": {
-      "version": "2.7.1",
-      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.7.1.tgz",
-      "integrity": "sha512-10ULxpnOCQXxJvBgxsn9ptjq6uviG/htZKk9veJGhlqn3w/DxQ631zFF+nlQXLwmImeS5amR2dl2U8sg6U9jsQ=="
-    },
     "yargs": {
       "version": "17.7.2",
       "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz",
@@ -9452,12 +9081,6 @@
       "version": "3.24.3",
       "resolved": "https://registry.npmjs.org/zod/-/zod-3.24.3.tgz",
       "integrity": "sha512-HhY1oqzWCQWuUqvBFnsyrtZRhyPeR7SUGv+C4+MsisMuVfSPx8HpwWqH8tRahSlt6M3PiFAcoeFhZAqIXTxoSg=="
-    },
-    "zod-to-json-schema": {
-      "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==",
-      "requires": {}
     }
   }
 }
diff --git a/package.json b/package.json
index d15b709..3d9fa01 100644
--- a/package.json
+++ b/package.json
@@ -52,11 +52,12 @@
   },
   "homepage": "https://github.com/lightfeed/extractor#readme",
   "dependencies": {
-    "@langchain/google-genai": "^0.2.5",
-    "@langchain/openai": "^0.5.10",
+    "@langchain/core": "^1.1.31",
+    "@langchain/google-genai": "^2.1.24",
+    "@langchain/openai": "^1.2.12",
     "cheerio": "^1.0.0",
     "jsonrepair": "^3.12.0",
-    "langchain": "^0.3.24",
+    "langchain": "^1.2.30",
     "playwright": "npm:rebrowser-playwright-core@1.49.1",
     "turndown": "^7.2.0",
     "xmldom": "^0.6.0",
diff --git a/src/extractors.ts b/src/extractors.ts
index d0f2129..901e188 100644
--- a/src/extractors.ts
+++ b/src/extractors.ts
@@ -46,7 +46,7 @@ export function createLLM(
   provider: LLMProvider,
   modelName: string,
   apiKey: string,
-  temperature: number = 0
+  temperature: number = 0,
 ) {
   switch (provider) {
     case LLMProvider.OPENAI:
@@ -188,7 +188,7 @@ export async function extractWithLLM<T extends z.ZodTypeAny>(
   customPrompt?: string,
   format: string = ContentFormat.MARKDOWN,
   maxInputTokens?: number,
-  extractionContext?: Record<string, any>
+  extractionContext?: Record<string, any>,
 ): Promise<{ data: z.infer<T>; usage: Usage }> {
   const llm = createLLM(provider, modelName, apiKey, temperature);
   let usage: Usage = {};
@@ -217,7 +217,7 @@ export async function extractWithLLM<T extends z.ZodTypeAny>(
     const llmSchema = transformSchemaForLLM(schema);
 
     // Extract structured data with a withStructuredOutput chain
-    const structuredOutputLLM = llm.withStructuredOutput(llmSchema, {
+    const structuredOutputLLM = llm.withStructuredOutput(llmSchema as never, {
       includeRaw: true,
     });
 
@@ -266,7 +266,7 @@ export async function extractWithLLM<T extends z.ZodTypeAny>(
     // If validation fails, something went wrong with the URL validation
     if (validatedData === null) {
       throw new Error(
-        "Extracted data failed validation against original schema"
+        "Extracted data failed validation against original schema",
       );
     }