diff --git a/.changeset/add-ai-search-type-generation.md b/.changeset/add-ai-search-type-generation.md
new file mode 100644
index 0000000000..30c793a88d
--- /dev/null
+++ b/.changeset/add-ai-search-type-generation.md
@@ -0,0 +1,27 @@
+---
+"wrangler": minor
+---
+
+Add type generation for AI Search bindings
+
+Running `wrangler types` now generates `AiSearchNamespace` and `AiSearchInstance` types for `ai_search_namespaces` and `ai_search` config bindings respectively. Both simple and per-environment modes are supported.
+
+```jsonc
+// wrangler.json
+{
+	"ai_search_namespaces": [
+		{ "binding": "AI_SEARCH", "namespace": "production" },
+	],
+	"ai_search": [
+		{ "binding": "BLOG_SEARCH", "instance_name": "cloudflare-blog" },
+	],
+}
+```
+
+```typescript
+// Generated by `wrangler types`
+interface Env {
+	AI_SEARCH: AiSearchNamespace;
+	BLOG_SEARCH: AiSearchInstance;
+}
+```
diff --git a/packages/wrangler/src/__tests__/type-generation.test.ts b/packages/wrangler/src/__tests__/type-generation.test.ts
index adc043e42a..0ff6148a1e 100644
--- a/packages/wrangler/src/__tests__/type-generation.test.ts
+++ b/packages/wrangler/src/__tests__/type-generation.test.ts
@@ -440,7 +440,6 @@ const bindingsConfigMock: Omit<
 	],
 	send_email: [{ name: "SEND_EMAIL_BINDING" }],
 	vectorize: [{ binding: "VECTORIZE_BINDING", index_name: "VECTORIZE_NAME" }],
-	// AI Search and AI Search Namespace type generation is being done in a separate effort in ticket RAG-1028
 	ai_search_namespaces: [
 		{ binding: "AI_SEARCH_NS_BINDING", namespace: "production" },
 	],
@@ -768,6 +767,8 @@ describe("generate types", () => {
 					RATE_LIMITER: RateLimit;
 					WORKER_LOADER_BINDING: WorkerLoader;
 					VPC_SERVICE_BINDING: Fetcher;
+					AI_SEARCH_NS_BINDING: AiSearchNamespace;
+					AI_SEARCH_BINDING: AiSearchInstance;
 					LOGFWDR_SCHEMA: any;
 					BROWSER_BINDING: Fetcher;
 					AI_BINDING: Ai;
@@ -881,6 +882,8 @@ describe("generate types", () => {
 					RATE_LIMITER: RateLimit;
 					WORKER_LOADER_BINDING: WorkerLoader;
 					VPC_SERVICE_BINDING: Fetcher;
+					AI_SEARCH_NS_BINDING: AiSearchNamespace;
+					AI_SEARCH_BINDING: AiSearchInstance;
 					LOGFWDR_SCHEMA: any;
 					BROWSER_BINDING: Fetcher;
 					AI_BINDING: Ai;
@@ -1057,6 +1060,8 @@ describe("generate types", () => {
 					RATE_LIMITER: RateLimit;
 					WORKER_LOADER_BINDING: WorkerLoader;
 					VPC_SERVICE_BINDING: Fetcher;
+					AI_SEARCH_NS_BINDING: AiSearchNamespace;
+					AI_SEARCH_BINDING: AiSearchInstance;
 					LOGFWDR_SCHEMA: any;
 					BROWSER_BINDING: Fetcher;
 					AI_BINDING: Ai;
diff --git a/packages/wrangler/src/type-generation/index.ts b/packages/wrangler/src/type-generation/index.ts
index 7ee780d896..744b13847b 100644
--- a/packages/wrangler/src/type-generation/index.ts
+++ b/packages/wrangler/src/type-generation/index.ts
@@ -1869,6 +1869,43 @@ function collectCoreBindings(
 			addBinding(vpcService.binding, "Fetcher", "vpc_services", envName);
 		}
 
+		for (const [index, aiSearchNamespace] of (
+			env.ai_search_namespaces ?? []
+		).entries()) {
+			if (!aiSearchNamespace.binding) {
+				throwMissingBindingError({
+					binding: aiSearchNamespace,
+					bindingType: "ai_search_namespaces",
+					configPath: args.config,
+					envName,
+					fieldName: "binding",
+					index,
+				});
+			}
+
+			addBinding(
+				aiSearchNamespace.binding,
+				"AiSearchNamespace",
+				"ai_search_namespaces",
+				envName
+			);
+		}
+
+		for (const [index, aiSearch] of (env.ai_search ?? []).entries()) {
+			if (!aiSearch.binding) {
+				throwMissingBindingError({
+					binding: aiSearch,
+					bindingType: "ai_search",
+					configPath: args.config,
+					envName,
+					fieldName: "binding",
+					index,
+				});
+			}
+
+			addBinding(aiSearch.binding, "AiSearchInstance", "ai_search", envName);
+		}
+
 		// Pipelines handled separately for async schema fetching
 
 		if (env.logfwdr?.bindings?.length) {
@@ -2913,6 +2950,46 @@ function collectCoreBindingsPerEnvironment(
 			});
 		}
 
+		for (const [index, aiSearchNamespace] of (
+			env.ai_search_namespaces ?? []
+		).entries()) {
+			if (!aiSearchNamespace.binding) {
+				throwMissingBindingError({
+					binding: aiSearchNamespace,
+					bindingType: "ai_search_namespaces",
+					configPath: args.config,
+					envName,
+					fieldName: "binding",
+					index,
+				});
+			}
+
+			bindings.push({
+				bindingCategory: "ai_search_namespaces",
+				name: aiSearchNamespace.binding,
+				type: "AiSearchNamespace",
+			});
+		}
+
+		for (const [index, aiSearch] of (env.ai_search ?? []).entries()) {
+			if (!aiSearch.binding) {
+				throwMissingBindingError({
+					binding: aiSearch,
+					bindingType: "ai_search",
+					configPath: args.config,
+					envName,
+					fieldName: "binding",
+					index,
+				});
+			}
+
+			bindings.push({
+				bindingCategory: "ai_search",
+				name: aiSearch.binding,
+				type: "AiSearchInstance",
+			});
+		}
+
 		return bindings;
 	}