diff --git a/libs/langchain-scripts/src/cli/docs/chat.ts b/libs/langchain-scripts/src/cli/docs/chat.ts
index 6ac2e2b9f256..a272a553ef39 100644
--- a/libs/langchain-scripts/src/cli/docs/chat.ts
+++ b/libs/langchain-scripts/src/cli/docs/chat.ts
@@ -12,6 +12,7 @@ const PACKAGE_NAME_SHORT_SNAKE_CASE_PLACEHOLDER =
   "__package_name_short_snake_case__";
 const PACKAGE_NAME_SNAKE_CASE_PLACEHOLDER = "__package_name_snake_case__";
 const PACKAGE_NAME_PRETTY_PLACEHOLDER = "__package_name_pretty__";
+const PACKAGE_IMPORT_PATH_PLACEHOLDER = "__import_path__";
 const MODULE_NAME_PLACEHOLDER = "__ModuleName__";
 // This should not be prefixed with `Chat` as it's used for API keys.
 const MODULE_NAME_ALL_CAPS_PLACEHOLDER = "__MODULE_NAME_ALL_CAPS__";
@@ -31,6 +32,7 @@ const PY_SUPPORT_PLACEHOLDER = "__py_support__";
 
 const API_REF_BASE_PACKAGE_URL = `https://api.js.langchain.com/modules/langchain_${PACKAGE_NAME_PLACEHOLDER}.html`;
 const API_REF_BASE_MODULE_URL = `https://api.js.langchain.com/classes/langchain_${PACKAGE_NAME_PLACEHOLDER}.${MODULE_NAME_PLACEHOLDER}.html`;
+
 const TEMPLATE_PATH = path.resolve("./src/cli/docs/templates/chat.ipynb");
 const INTEGRATIONS_DOCS_PATH = path.resolve(
   "../../docs/core_docs/docs/integrations/chat"
@@ -140,6 +142,7 @@ async function promptExtraFields(): Promise<ExtraFields> {
 export async function fillChatIntegrationDocTemplate(fields: {
   packageName: string;
   moduleName: string;
+  isCommunity: boolean;
 }) {
   // Ask the user if they'd like to fill in extra fields, if so, prompt them.
   let extraFields: ExtraFields | undefined;
@@ -151,14 +154,27 @@ export async function fillChatIntegrationDocTemplate(fields: {
     extraFields = await promptExtraFields();
   }
 
-  const formattedApiRefPackageUrl = API_REF_BASE_PACKAGE_URL.replace(
-    PACKAGE_NAME_PLACEHOLDER,
-    fields.packageName
-  );
-  const formattedApiRefModuleUrl = API_REF_BASE_MODULE_URL.replace(
-    PACKAGE_NAME_PLACEHOLDER,
-    fields.packageName
-  ).replace(MODULE_NAME_PLACEHOLDER, fields.moduleName);
+  let formattedApiRefPackageUrl = "";
+  let formattedApiRefModuleUrl = "";
+  if (fields.isCommunity) {
+    formattedApiRefPackageUrl = API_REF_BASE_PACKAGE_URL.replace(
+      PACKAGE_NAME_PLACEHOLDER,
+      `community_chat_models_${fields.packageName}`
+    );
+    formattedApiRefModuleUrl = API_REF_BASE_MODULE_URL.replace(
+      PACKAGE_NAME_PLACEHOLDER,
+      `community_chat_models_${fields.packageName}`
+    ).replace(MODULE_NAME_PLACEHOLDER, fields.moduleName);
+  } else {
+    formattedApiRefPackageUrl = API_REF_BASE_PACKAGE_URL.replace(
+      PACKAGE_NAME_PLACEHOLDER,
+      fields.packageName
+    );
+    formattedApiRefModuleUrl = API_REF_BASE_MODULE_URL.replace(
+      PACKAGE_NAME_PLACEHOLDER,
+      fields.packageName
+    ).replace(MODULE_NAME_PLACEHOLDER, fields.moduleName);
+  }
 
   const success = await Promise.all([
     fetchAPIRefUrl(formattedApiRefPackageUrl),
@@ -170,8 +186,20 @@ export async function fillChatIntegrationDocTemplate(fields: {
   }
 
   const packageNameShortSnakeCase = fields.packageName.replaceAll("-", "_");
-  const fullPackageNameSnakeCase = `langchain_${packageNameShortSnakeCase}`;
-  const packageNamePretty = `@langchain/${fields.packageName}`;
+  let fullPackageNameSnakeCase = "";
+  let packageNamePretty = "";
+  let fullPackageImportPath = "";
+
+  if (fields.isCommunity) {
+    fullPackageNameSnakeCase = `langchain_community_chat_models_${packageNameShortSnakeCase}`;
+    fullPackageImportPath = `@langchain/community/chat_models/${fields.packageName}`;
+    packageNamePretty = "@langchain/community";
+  } else {
+    fullPackageNameSnakeCase = `langchain_${packageNameShortSnakeCase}`;
+    packageNamePretty = `@langchain/${fields.packageName}`;
+    fullPackageImportPath = packageNamePretty;
+  }
+
   let moduleNameAllCaps = fields.moduleName.toUpperCase();
   if (moduleNameAllCaps.startsWith("CHAT")) {
     moduleNameAllCaps = moduleNameAllCaps.replace("CHAT", "");
@@ -185,6 +213,7 @@ export async function fillChatIntegrationDocTemplate(fields: {
       packageNameShortSnakeCase
     )
     .replaceAll(PACKAGE_NAME_PRETTY_PLACEHOLDER, packageNamePretty)
+    .replaceAll(PACKAGE_IMPORT_PATH_PLACEHOLDER, fullPackageImportPath)
     .replaceAll(MODULE_NAME_PLACEHOLDER, fields.moduleName)
     .replaceAll(MODULE_NAME_ALL_CAPS_PLACEHOLDER, moduleNameAllCaps)
     .replaceAll(
diff --git a/libs/langchain-scripts/src/cli/docs/index.ts b/libs/langchain-scripts/src/cli/docs/index.ts
index 87543142e703..d86109618e0d 100644
--- a/libs/langchain-scripts/src/cli/docs/index.ts
+++ b/libs/langchain-scripts/src/cli/docs/index.ts
@@ -8,6 +8,7 @@ type CLIInput = {
   package: string;
   module: string;
   type: string;
+  community: boolean;
 };
 
 async function main() {
@@ -19,13 +20,17 @@ async function main() {
       "Package name, eg openai. Should be value of @langchain/<package>"
     )
     .option("--module <module>", "Module name, e.g ChatOpenAI")
-    .option("--type <type>", "Type of integration, e.g. 'chat'");
+    .option("--type <type>", "Type of integration, e.g. 'chat'")
+    .option(
+      "--community",
+      "If the integration is a community integration. Will effect the fields populated in the template."
+    );
 
   program.parse();
 
   const options = program.opts<CLIInput>();
 
-  const { module: moduleName, type } = options;
+  const { module: moduleName, type, community: isCommunity } = options;
   let { package: packageName } = options;
 
   if (packageName.startsWith("@langchain/")) {
@@ -34,7 +39,11 @@ async function main() {
 
   switch (type) {
     case "chat":
-      await fillChatIntegrationDocTemplate({ packageName, moduleName });
+      await fillChatIntegrationDocTemplate({
+        packageName,
+        moduleName,
+        isCommunity,
+      });
       break;
     default:
       console.error(
diff --git a/libs/langchain-scripts/src/cli/docs/templates/chat.ipynb b/libs/langchain-scripts/src/cli/docs/templates/chat.ipynb
index 99bcfdcf4562..712e659c62b5 100644
--- a/libs/langchain-scripts/src/cli/docs/templates/chat.ipynb
+++ b/libs/langchain-scripts/src/cli/docs/templates/chat.ipynb
@@ -112,7 +112,7 @@
    },
    "outputs": [],
    "source": [
-    "import { __ModuleName__ } from \"__package_name_pretty__\" \n",
+    "import { __ModuleName__ } from \"__import_path__\"\n",
     "\n",
     "const llm = new __ModuleName__({\n",
     "    model: \"model-name\",\n",