feat: Add support for lambda data client

.changeset/brave-cheetahs-repeat.md

@@ -0,0 +1,6 @@
+---
+'@aws-amplify/backend': patch
+'@aws-amplify/backend-function': patch
+---
+
+feat: Add backend-function runtime behavior to get the data config

.changeset/rare-kiwis-live.md

@@ -0,0 +1,6 @@
+---
+'@aws-amplify/backend': patch
+'@aws-amplify/backend-data': patch
+---
+
+feat: Add mis build to S3 from the data construct factory

packages/ai-constructs/CHANGELOG.md

@@ -1,5 +1,15 @@
 # @aws-amplify/ai-constructs
 
+## 1.0.0
+
+### Major Changes
+
+- bbd6add: GA release of backend AI features
+
+### Patch Changes
+
+- fd8759d: Fix a case when Bedrock throws validation error if tool input is not persisted in history
+
 ## 0.8.2
 
 ### Patch Changes

packages/ai-constructs/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@aws-amplify/ai-constructs",
-  "version": "0.8.2",
+  "version": "1.0.0",
   "type": "commonjs",
   "publishConfig": {
     "access": "public"

packages/ai-constructs/src/conversation/runtime/bedrock_converse_adapter.test.ts

@@ -901,8 +901,8 @@ void describe('Bedrock converse adapter', () => {
     assert.strictEqual(responseText, 'finalResponse');
 
     assert.strictEqual(toolExecuteMock.mock.calls.length, 2);
-    assert.strictEqual(toolExecuteMock.mock.calls[0].arguments[0], undefined);
-    assert.strictEqual(toolExecuteMock.mock.calls[1].arguments[0], undefined);
+    assert.deepStrictEqual(toolExecuteMock.mock.calls[0].arguments[0], {});
+    assert.deepStrictEqual(toolExecuteMock.mock.calls[1].arguments[0], {});
   });
 
   void it('throws if tool is duplicated', () => {

packages/ai-constructs/src/conversation/runtime/bedrock_converse_adapter.ts

@@ -252,6 +252,10 @@ export class BedrockConverseAdapter {
           if (toolUseBlock) {
             if (toolUseInput) {
               toolUseBlock.toolUse.input = JSON.parse(toolUseInput);
+            } else {
+              // Bedrock API requires tool input to be non-null in message history.
+              // Therefore, falling back to empty object.
+              toolUseBlock.toolUse.input = {};
             }
             accumulatedAssistantMessage.content?.push(toolUseBlock);
             if (

packages/backend-ai/CHANGELOG.md

@@ -1,5 +1,17 @@
 # @aws-amplify/backend-ai
 
+## 1.0.0
+
+### Major Changes
+
+- bbd6add: GA release of backend AI features
+
+### Patch Changes
+
+- Updated dependencies [fd8759d]
+- Updated dependencies [bbd6add]
+  - @aws-amplify/[email protected]
+
 ## 0.3.5
 
 ### Patch Changes

packages/backend-ai/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@aws-amplify/backend-ai",
-  "version": "0.3.5",
+  "version": "1.0.0",
   "type": "module",
   "publishConfig": {
     "access": "public"
@@ -22,7 +22,7 @@
   },
   "license": "Apache-2.0",
   "dependencies": {
-    "@aws-amplify/ai-constructs": "^0.8.0",
+    "@aws-amplify/ai-constructs": "^1.0.0",
     "@aws-amplify/backend-output-schemas": "^1.4.0",
     "@aws-amplify/backend-output-storage": "^1.1.3",
     "@aws-amplify/data-schema-types": "^1.2.0",

packages/backend-data/package.json

@@ -31,7 +31,8 @@
     "@aws-amplify/backend-output-storage": "^1.1.3",
     "@aws-amplify/backend-output-schemas": "^1.4.0",
     "@aws-amplify/data-construct": "^1.10.1",
-    "@aws-amplify/plugin-types": "^1.4.0",
-    "@aws-amplify/data-schema-types": "^1.2.0"
+    "@aws-amplify/data-schema-types": "^1.2.0",
+    "@aws-amplify/graphql-generator": "^0.5.1",
+    "@aws-amplify/plugin-types": "^1.4.0"
   }
 }

packages/backend-data/src/app_sync_policy_generator.ts

@@ -14,7 +14,10 @@ export class AppSyncPolicyGenerator {
   /**
    * Initialize with the GraphqlAPI that the policies will be scoped to
    */
-  constructor(private readonly graphqlApi: IGraphqlApi) {
+  constructor(
+    private readonly graphqlApi: IGraphqlApi,
+    private readonly modelIntrospectionSchemaArn?: string
+  ) {
     this.stack = Stack.of(graphqlApi);
   }
   /**
@@ -29,13 +32,25 @@ export class AppSyncPolicyGenerator {
       .map((action) => actionToTypeMap[action])
       // convert Type to resourceName
       .map((type) => [this.graphqlApi.arn, 'types', type, '*'].join('/'));
-    return new Policy(this.stack, `${this.policyPrefix}${this.policyCount++}`, {
-      statements: [
+
+    const statements = [
+      new PolicyStatement({
+        actions: ['appsync:GraphQL'],
+        resources,
+      }),
+    ];
+
+    if (this.modelIntrospectionSchemaArn) {
+      statements.push(
         new PolicyStatement({
-          actions: ['appsync:GraphQL'],
-          resources,
-        }),
-      ],
+          actions: ['s3:GetObject'],
+          resources: [this.modelIntrospectionSchemaArn],
+        })
+      );
+    }
+
+    return new Policy(this.stack, `${this.policyPrefix}${this.policyCount++}`, {
+      statements,
     });
   }
 }