From f6f420d2d63ae9eebc4944fd5585238e9e222df9 Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Wed, 17 Dec 2025 09:37:20 -0700
Subject: [PATCH 01/16] wip

---
 apps/google-docs/contentful-app-manifest.json |  15 ++
 .../functions/agents/planAgent/plan.agent.ts  | 167 ++++++++++++++++++
 .../functions/agents/planAgent/schema.ts      |  58 ++++++
 apps/google-docs/functions/createPlan.ts      |  74 ++++++++
 4 files changed, 314 insertions(+)
 create mode 100644 apps/google-docs/functions/agents/planAgent/plan.agent.ts
 create mode 100644 apps/google-docs/functions/agents/planAgent/schema.ts
 create mode 100644 apps/google-docs/functions/createPlan.ts

diff --git a/apps/google-docs/contentful-app-manifest.json b/apps/google-docs/contentful-app-manifest.json
index a38d1c2ef6..1e91059731 100644
--- a/apps/google-docs/contentful-app-manifest.json
+++ b/apps/google-docs/contentful-app-manifest.json
@@ -21,6 +21,21 @@
     ]
   },
   "functions": [
+    {
+      "id": "createPlanFunction",
+      "name": "Create plan from document function",
+      "description": "Function to create an entry creation plan from a document (step 1 of 2-step flow).",
+      "path": "functions/createPlan.js",
+      "entryFile": "functions/createPlan.ts",
+      "allowNetworks": [
+        "https://api.openai.com",
+        "https://docs.googleapis.com",
+        "https://docs.google.com"
+      ],
+      "accepts": [
+        "appaction.call"
+      ]
+    },
     {
       "id": "createEntriesFromDocumentFunction",
       "name": "Create content entries from document function",
diff --git a/apps/google-docs/functions/agents/planAgent/plan.agent.ts b/apps/google-docs/functions/agents/planAgent/plan.agent.ts
new file mode 100644
index 0000000000..c6512081fc
--- /dev/null
+++ b/apps/google-docs/functions/agents/planAgent/plan.agent.ts
@@ -0,0 +1,167 @@
+/**
+ * Plan Agent
+ *
+ * Agent that analyzes an array of content types to understand their relationships.
+ * This is used to visualize the content model in the UI before creating entries.
+ */
+
+import { createOpenAI } from '@ai-sdk/openai';
+import { generateObject } from 'ai';
+import { ContentTypeProps } from 'contentful-management';
+import { ContentTypeRelationshipAnalysisSchema, ContentTypeRelationshipAnalysis } from './schema';
+
+/**
+ * Configuration for the plan agent
+ */
+export interface PlanAgentConfig {
+  openAiApiKey: string;
+  contentTypes: ContentTypeProps[];
+}
+
+/**
+ * AI Agent that analyzes content types to understand their relationships.
+ * Returns a structured analysis for UI visualization.
+ *
+ * @param config - Plan agent configuration including API key and content types
+ * @returns Promise resolving to a relationship analysis
+ */
+export async function analyzeContentTypeRelationships(
+  config: PlanAgentConfig
+): Promise<ContentTypeRelationshipAnalysis> {
+  const modelVersion = 'gpt-4o';
+  const temperature = 0.3;
+
+  const { openAiApiKey, contentTypes } = config;
+
+  const openaiClient = createOpenAI({
+    apiKey: openAiApiKey,
+  });
+
+  console.log(
+    'Plan Agent - Analyzing content types:',
+    contentTypes.map((ct) => ct.name).join(', ')
+  );
+
+  const prompt = buildAnalysisPrompt(contentTypes);
+
+  const result = await generateObject({
+    model: openaiClient(modelVersion),
+    schema: ContentTypeRelationshipAnalysisSchema,
+    temperature,
+    system: buildSystemPrompt(),
+    prompt,
+  });
+
+  const analysis = result.object as ContentTypeRelationshipAnalysis;
+  console.log('Plan Agent - Relationship Analysis:', JSON.stringify(analysis, null, 2));
+
+  return analysis;
+}
+
+function buildSystemPrompt(): string {
+  return `You are an expert at analyzing Contentful content models and understanding relationships between content types.
+
+Your role is to:
+1. Analyze the structure of each content type
+2. Identify reference fields (fields that link to other entries)
+3. Determine relationships between content types
+4. Provide a clear summary for UI visualization
+
+REFERENCE FIELD IDENTIFICATION:
+- Type "Link" with linkType "Entry" = reference to another entry
+- Type "Array" with items.type "Link" and items.linkType "Entry" = array of references
+- Check validations for "linkContentType" to see which content types can be referenced
+
+RELATIONSHIP ANALYSIS:
+For each reference field:
+- Source: The content type that HAS the reference field
+- Target: The content type(s) that can be referenced
+- relationType: "single" for Link, "many" for Array
+- Check if the target is in the selected content types set
+
+OUTPUT REQUIREMENTS:
+- For each content type: summary with counts and reference fields
+- For each relationship: clear source → target mapping with field info
+- Overall summary: describe the content model structure
+- Be concise and clear for UI display
+
+Example: "3 content types selected: Blog Post references Author and Category"`;
+}
+
+function buildAnalysisPrompt(contentTypes: ContentTypeProps[]): string {
+  const contentTypeIds = contentTypes.map((ct) => ct.sys.id);
+  const contentTypeNames = contentTypes.map((ct) => ct.name).join(', ');
+
+  // Create detailed content type information focusing on reference fields
+  const contentTypeDetails = contentTypes.map((ct) => {
+    const referenceFields =
+      ct.fields
+        ?.filter((field) => {
+          const isLink = field.type === 'Link' && (field as any).linkType === 'Entry';
+          const isArrayOfLinks =
+            field.type === 'Array' &&
+            (field.items as any)?.type === 'Link' &&
+            (field.items as any)?.linkType === 'Entry';
+          return isLink || isArrayOfLinks;
+        })
+        .map((field) => {
+          const linkContentType = field.validations?.find((v: any) => v.linkContentType);
+          return {
+            id: field.id,
+            name: field.name,
+            type: field.type,
+            linkType: (field as any).linkType,
+            items: field.type === 'Array' ? (field.items as any) : undefined,
+            validations: linkContentType,
+          };
+        }) || [];
+
+    return {
+      id: ct.sys.id,
+      name: ct.name,
+      description: ct.description,
+      totalFields: ct.fields?.length || 0,
+      referenceFields,
+    };
+  });
+
+  return `Analyze the following Contentful content types and their relationships.
+
+SELECTED CONTENT TYPES: ${contentTypeNames}
+CONTENT TYPE IDS: ${contentTypeIds.join(', ')}
+TOTAL: ${contentTypes.length}
+
+CONTENT TYPE DETAILS:
+${JSON.stringify(contentTypeDetails, null, 2)}
+
+YOUR TASK:
+
+1. **Analyze Each Content Type**:
+   - Summarize each content type
+   - List its reference fields (if any)
+   - Determine if it has incoming or outgoing references
+
+2. **Identify Relationships**:
+   - For each reference field, create a ContentTypeRelationship
+   - Source = content type that HAS the reference field
+   - Target = content type(s) that can be referenced (from linkContentType validation)
+   - If linkContentType validation is missing, the field can reference ANY content type
+   - relationType = "single" for Link, "many" for Array
+   - isInSelectedSet = true if target content type is in the selected set
+
+3. **Generate Summary**:
+   - Describe the content model in 1-2 sentences
+   - Example: "3 content types selected: Blog Post references Author (single) and Category (many)"
+   - Example: "2 content types with no relationships between them"
+
+4. **Count Relationships**:
+   - Total number of reference relationships identified
+
+IMPORTANT NOTES:
+- A reference field may reference multiple content types (check linkContentType array)
+- Create a separate relationship entry for EACH referenced content type
+- If a field can reference ANY content type (no linkContentType validation), still include it
+- Only analyze the provided content types - don't invent relationships
+
+Provide a structured analysis that can be used to visualize the content model in a UI.`;
+}
diff --git a/apps/google-docs/functions/agents/planAgent/schema.ts b/apps/google-docs/functions/agents/planAgent/schema.ts
new file mode 100644
index 0000000000..cc9dcbafad
--- /dev/null
+++ b/apps/google-docs/functions/agents/planAgent/schema.ts
@@ -0,0 +1,58 @@
+import { z } from 'zod';
+
+// Schema Definitions for the Plan Agent
+
+/**
+ * Represents a reference field in a content type
+ */
+export const ReferenceFieldSchema = z.object({
+  fieldId: z.string().describe('The ID of the reference field'),
+  fieldName: z.string().describe('Human-readable name of the field'),
+  linkType: z.enum(['Entry', 'Asset']).describe('Type of link'),
+  validations: z.any().optional().describe('Field validations (e.g., linkContentType)'),
+});
+
+/**
+ * Represents a relationship between two content types
+ */
+export const ContentTypeRelationshipSchema = z.object({
+  sourceContentTypeId: z.string().describe('Content type that has the reference field'),
+  sourceContentTypeName: z.string().describe('Human-readable name of source content type'),
+  targetContentTypeId: z.string().describe('Content type being referenced'),
+  targetContentTypeName: z.string().describe('Human-readable name of target content type'),
+  fieldId: z.string().describe('The reference field ID'),
+  fieldName: z.string().describe('Human-readable field name'),
+  relationType: z.enum(['single', 'many']).describe('Single reference or array'),
+  isInSelectedSet: z.boolean().describe('Whether the target content type is in the selected set'),
+});
+
+/**
+ * Summary of a content type for visualization
+ */
+export const ContentTypeSummarySchema = z.object({
+  contentTypeId: z.string().describe('The content type ID'),
+  contentTypeName: z.string().describe('Human-readable name'),
+  description: z.string().optional().describe('Content type description'),
+  totalFields: z.number().describe('Total number of fields'),
+  referenceFields: z.array(ReferenceFieldSchema).describe('Fields that reference other entries'),
+  hasIncomingReferences: z.boolean().describe('Whether other content types reference this one'),
+  hasOutgoingReferences: z.boolean().describe('Whether this content type references others'),
+});
+
+/**
+ * The complete relationship analysis output schema
+ */
+export const ContentTypeRelationshipAnalysisSchema = z.object({
+  contentTypes: z.array(ContentTypeSummarySchema).describe('Summary of each selected content type'),
+  relationships: z
+    .array(ContentTypeRelationshipSchema)
+    .describe('All relationships between the selected content types'),
+  summary: z.string().describe('Brief summary of the content types and their relationships'),
+  totalContentTypes: z.number().describe('Total number of content types'),
+  totalRelationships: z.number().describe('Total number of relationships'),
+});
+
+export type ReferenceField = z.infer<typeof ReferenceFieldSchema>;
+export type ContentTypeRelationship = z.infer<typeof ContentTypeRelationshipSchema>;
+export type ContentTypeSummary = z.infer<typeof ContentTypeSummarySchema>;
+export type ContentTypeRelationshipAnalysis = z.infer<typeof ContentTypeRelationshipAnalysisSchema>;
diff --git a/apps/google-docs/functions/createPlan.ts b/apps/google-docs/functions/createPlan.ts
new file mode 100644
index 0000000000..f595783698
--- /dev/null
+++ b/apps/google-docs/functions/createPlan.ts
@@ -0,0 +1,74 @@
+import type {
+  FunctionEventContext,
+  FunctionEventHandler,
+  FunctionTypeEnum,
+  AppActionRequest,
+} from '@contentful/node-apps-toolkit';
+import { analyzeContentTypeRelationships } from './agents/planAgent/plan.agent';
+import { fetchContentTypes } from './service/contentTypeService';
+import { initContentfulManagementClient } from './service/initCMAClient';
+
+export type CreatePlanParameters = {
+  contentTypeIds: string[];
+};
+
+interface AppInstallationParameters {
+  openAiApiKey: string;
+}
+
+/**
+ * App Action: Create Plan
+ *
+ * This is the first step in the two-step flow for creating entries from a Google Doc.
+ * It analyzes the selected content types to understand their relationships.
+ *
+ * The relationship analysis is returned to the UI for visualization, showing:
+ * - What content types have been selected
+ * - How they relate to each other (which fields reference which content types)
+ * - A visual map of the content model
+ *
+ * After the user reviews the plan and uploads a document, the createEntries action
+ * will use this structure to create the actual entries.
+ */
+export const handler: FunctionEventHandler<
+  FunctionTypeEnum.AppActionCall,
+  CreatePlanParameters
+> = async (
+  event: AppActionRequest<'Custom', CreatePlanParameters>,
+  context: FunctionEventContext
+) => {
+  const { contentTypeIds } = event.body;
+  const { openAiApiKey } = context.appInstallationParameters as AppInstallationParameters;
+
+  if (!contentTypeIds || contentTypeIds.length === 0) {
+    throw new Error('At least one content type ID is required');
+  }
+
+  const cma = initContentfulManagementClient(context);
+  const contentTypes = await fetchContentTypes(cma, new Set<string>(contentTypeIds));
+
+  console.log(
+    'Analyzing relationships for content types:',
+    contentTypes.map((ct) => ct.name).join(', ')
+  );
+
+  // Analyze the content type relationships
+  const analysis = await analyzeContentTypeRelationships({
+    openAiApiKey,
+    contentTypes,
+  });
+
+  console.log('Content type relationship analysis completed:', analysis.summary);
+
+  return {
+    success: true,
+    analysis,
+    response: {
+      summary: analysis.summary,
+      totalContentTypes: analysis.totalContentTypes,
+      totalRelationships: analysis.totalRelationships,
+      contentTypes: analysis.contentTypes,
+      relationships: analysis.relationships,
+    },
+  };
+};

From 278d6947e72eb0794ca90883c38f48df0d03d069 Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Wed, 17 Dec 2025 12:47:26 -0700
Subject: [PATCH 02/16] simplify agent

---
 apps/google-docs/contentful-app-manifest.json |   4 +-
 .../functions/agents/planAgent/plan.agent.ts  | 166 +++++++++---------
 .../functions/agents/planAgent/schema.ts      |  69 +++-----
 apps/google-docs/functions/createPlan.ts      |  35 ++--
 4 files changed, 124 insertions(+), 150 deletions(-)

diff --git a/apps/google-docs/contentful-app-manifest.json b/apps/google-docs/contentful-app-manifest.json
index 1e91059731..5a8f6d75e9 100644
--- a/apps/google-docs/contentful-app-manifest.json
+++ b/apps/google-docs/contentful-app-manifest.json
@@ -23,8 +23,8 @@
   "functions": [
     {
       "id": "createPlanFunction",
-      "name": "Create plan from document function",
-      "description": "Function to create an entry creation plan from a document (step 1 of 2-step flow).",
+      "name": "Create plan ",
+      "description": "Function to create an entry creation plan",
       "path": "functions/createPlan.js",
       "entryFile": "functions/createPlan.ts",
       "allowNetworks": [
diff --git a/apps/google-docs/functions/agents/planAgent/plan.agent.ts b/apps/google-docs/functions/agents/planAgent/plan.agent.ts
index c6512081fc..083aa7effd 100644
--- a/apps/google-docs/functions/agents/planAgent/plan.agent.ts
+++ b/apps/google-docs/functions/agents/planAgent/plan.agent.ts
@@ -1,14 +1,14 @@
 /**
  * Plan Agent
  *
- * Agent that analyzes an array of content types to understand their relationships.
- * This is used to visualize the content model in the UI before creating entries.
+ * Agent that analyzes an array of content types to build a simple relationship graph.
+ * Returns a nested JSON structure showing which content types reference which others.
  */
 
 import { createOpenAI } from '@ai-sdk/openai';
 import { generateObject } from 'ai';
 import { ContentTypeProps } from 'contentful-management';
-import { ContentTypeRelationshipAnalysisSchema, ContentTypeRelationshipAnalysis } from './schema';
+import { ContentTypeRelationshipGraphSchema, ContentTypeRelationshipGraph } from './schema';
 
 /**
  * Configuration for the plan agent
@@ -19,15 +19,15 @@ export interface PlanAgentConfig {
 }
 
 /**
- * AI Agent that analyzes content types to understand their relationships.
- * Returns a structured analysis for UI visualization.
+ * AI Agent that analyzes content types and builds a nested relationship graph.
+ * Returns a simple tree structure for UI visualization.
  *
  * @param config - Plan agent configuration including API key and content types
- * @returns Promise resolving to a relationship analysis
+ * @returns Promise resolving to a nested relationship graph
  */
-export async function analyzeContentTypeRelationships(
+export async function buildContentTypeGraph(
   config: PlanAgentConfig
-): Promise<ContentTypeRelationshipAnalysis> {
+): Promise<ContentTypeRelationshipGraph> {
   const modelVersion = 'gpt-4o';
   const temperature = 0.3;
 
@@ -38,61 +38,73 @@ export async function analyzeContentTypeRelationships(
   });
 
   console.log(
-    'Plan Agent - Analyzing content types:',
+    'Plan Agent - Building graph for content types:',
     contentTypes.map((ct) => ct.name).join(', ')
   );
 
-  const prompt = buildAnalysisPrompt(contentTypes);
+  const prompt = buildGraphPrompt(contentTypes);
 
   const result = await generateObject({
     model: openaiClient(modelVersion),
-    schema: ContentTypeRelationshipAnalysisSchema,
+    schema: ContentTypeRelationshipGraphSchema,
     temperature,
     system: buildSystemPrompt(),
     prompt,
   });
 
-  const analysis = result.object as ContentTypeRelationshipAnalysis;
-  console.log('Plan Agent - Relationship Analysis:', JSON.stringify(analysis, null, 2));
+  const graph = result.object as ContentTypeRelationshipGraph;
+  console.log('Plan Agent - Relationship Graph:', JSON.stringify(graph, null, 2));
 
-  return analysis;
+  return graph;
 }
 
 function buildSystemPrompt(): string {
-  return `You are an expert at analyzing Contentful content models and understanding relationships between content types.
+  return `You are an expert at analyzing Contentful content models and creating visual relationship graphs.
 
 Your role is to:
-1. Analyze the structure of each content type
-2. Identify reference fields (fields that link to other entries)
-3. Determine relationships between content types
-4. Provide a clear summary for UI visualization
-
-REFERENCE FIELD IDENTIFICATION:
-- Type "Link" with linkType "Entry" = reference to another entry
-- Type "Array" with items.type "Link" and items.linkType "Entry" = array of references
-- Check validations for "linkContentType" to see which content types can be referenced
-
-RELATIONSHIP ANALYSIS:
-For each reference field:
-- Source: The content type that HAS the reference field
-- Target: The content type(s) that can be referenced
-- relationType: "single" for Link, "many" for Array
-- Check if the target is in the selected content types set
-
-OUTPUT REQUIREMENTS:
-- For each content type: summary with counts and reference fields
-- For each relationship: clear source → target mapping with field info
-- Overall summary: describe the content model structure
-- Be concise and clear for UI display
-
-Example: "3 content types selected: Blog Post references Author and Category"`;
+1. Identify reference fields in content types (type "Link" or Array of "Link")
+2. Build a nested JSON structure showing the relationship hierarchy
+3. Create a simple tree that shows which content types reference which others
+
+OUTPUT FORMAT:
+Create a nested JSON graph where:
+- Each node has: { id: "contentTypeId", name: "Content Type Name", references: [...nested nodes...] }
+- "references" array contains content types that this one references
+- Nest the structure to show the hierarchy clearly
+- Content types with no outgoing references have no "references" field or an empty array
+- Content types with no incoming references should be at the root level
+
+EXAMPLE OUTPUT:
+\`\`\`json
+{
+  "graph": [
+    {
+      "id": "blogPost",
+      "name": "Blog Post",
+      "references": [
+        {
+          "id": "author",
+          "name": "Author"
+        },
+        {
+          "id": "category",
+          "name": "Category"
+        }
+      ]
+    }
+  ],
+  "summary": "Blog Post references Author and Category"
 }
+\`\`\`
 
-function buildAnalysisPrompt(contentTypes: ContentTypeProps[]): string {
+Keep it simple and focused on the visual hierarchy for UI purposes.`;
+}
+
+function buildGraphPrompt(contentTypes: ContentTypeProps[]): string {
   const contentTypeIds = contentTypes.map((ct) => ct.sys.id);
   const contentTypeNames = contentTypes.map((ct) => ct.name).join(', ');
 
-  // Create detailed content type information focusing on reference fields
+  // Extract reference information
   const contentTypeDetails = contentTypes.map((ct) => {
     const referenceFields =
       ct.fields
@@ -107,61 +119,57 @@ function buildAnalysisPrompt(contentTypes: ContentTypeProps[]): string {
         .map((field) => {
           const linkContentType = field.validations?.find((v: any) => v.linkContentType);
           return {
-            id: field.id,
-            name: field.name,
-            type: field.type,
-            linkType: (field as any).linkType,
-            items: field.type === 'Array' ? (field.items as any) : undefined,
-            validations: linkContentType,
+            fieldId: field.id,
+            fieldName: field.name,
+            canReference: linkContentType?.linkContentType || ['any'],
           };
         }) || [];
 
     return {
       id: ct.sys.id,
       name: ct.name,
-      description: ct.description,
-      totalFields: ct.fields?.length || 0,
       referenceFields,
     };
   });
 
-  return `Analyze the following Contentful content types and their relationships.
+  return `Build a nested relationship graph for the following Contentful content types.
 
 SELECTED CONTENT TYPES: ${contentTypeNames}
 CONTENT TYPE IDS: ${contentTypeIds.join(', ')}
-TOTAL: ${contentTypes.length}
 
 CONTENT TYPE DETAILS:
 ${JSON.stringify(contentTypeDetails, null, 2)}
 
 YOUR TASK:
 
-1. **Analyze Each Content Type**:
-   - Summarize each content type
-   - List its reference fields (if any)
-   - Determine if it has incoming or outgoing references
-
-2. **Identify Relationships**:
-   - For each reference field, create a ContentTypeRelationship
-   - Source = content type that HAS the reference field
-   - Target = content type(s) that can be referenced (from linkContentType validation)
-   - If linkContentType validation is missing, the field can reference ANY content type
-   - relationType = "single" for Link, "many" for Array
-   - isInSelectedSet = true if target content type is in the selected set
-
-3. **Generate Summary**:
-   - Describe the content model in 1-2 sentences
-   - Example: "3 content types selected: Blog Post references Author (single) and Category (many)"
-   - Example: "2 content types with no relationships between them"
-
-4. **Count Relationships**:
-   - Total number of reference relationships identified
-
-IMPORTANT NOTES:
-- A reference field may reference multiple content types (check linkContentType array)
-- Create a separate relationship entry for EACH referenced content type
-- If a field can reference ANY content type (no linkContentType validation), still include it
-- Only analyze the provided content types - don't invent relationships
-
-Provide a structured analysis that can be used to visualize the content model in a UI.`;
+1. **Identify Root Content Types**: Content types that are NOT referenced by others should be at the root level
+2. **Build Nested Structure**: For each content type that has reference fields, nest the referenced content types
+3. **Keep It Simple**: Only include id and name for each node, plus nested references
+4. **Avoid Duplicates**: If a content type appears in multiple places, that's okay (show the relationship)
+
+STRUCTURE RULES:
+- Start with content types that reference others (usually the "parent" content types)
+- Nest their referenced content types in the "references" array
+- Each node: { id: "contentTypeId", name: "Content Type Name", references?: [...] }
+- If a content type doesn't reference anything, omit "references" or use empty array
+
+EXAMPLE:
+If Blog Post references Author and Category:
+\`\`\`json
+{
+  "graph": [
+    {
+      "id": "blogPost",
+      "name": "Blog Post",
+      "references": [
+        { "id": "author", "name": "Author" },
+        { "id": "category", "name": "Category" }
+      ]
+    }
+  ],
+  "summary": "Blog Post references Author and Category"
+}
+\`\`\`
+
+Now create the graph for the provided content types.`;
 }
diff --git a/apps/google-docs/functions/agents/planAgent/schema.ts b/apps/google-docs/functions/agents/planAgent/schema.ts
index cc9dcbafad..bca50eeb27 100644
--- a/apps/google-docs/functions/agents/planAgent/schema.ts
+++ b/apps/google-docs/functions/agents/planAgent/schema.ts
@@ -3,56 +3,33 @@ import { z } from 'zod';
 // Schema Definitions for the Plan Agent
 
 /**
- * Represents a reference field in a content type
+ * Represents a content type node in the relationship graph
  */
-export const ReferenceFieldSchema = z.object({
-  fieldId: z.string().describe('The ID of the reference field'),
-  fieldName: z.string().describe('Human-readable name of the field'),
-  linkType: z.enum(['Entry', 'Asset']).describe('Type of link'),
-  validations: z.any().optional().describe('Field validations (e.g., linkContentType)'),
-});
-
-/**
- * Represents a relationship between two content types
- */
-export const ContentTypeRelationshipSchema = z.object({
-  sourceContentTypeId: z.string().describe('Content type that has the reference field'),
-  sourceContentTypeName: z.string().describe('Human-readable name of source content type'),
-  targetContentTypeId: z.string().describe('Content type being referenced'),
-  targetContentTypeName: z.string().describe('Human-readable name of target content type'),
-  fieldId: z.string().describe('The reference field ID'),
-  fieldName: z.string().describe('Human-readable field name'),
-  relationType: z.enum(['single', 'many']).describe('Single reference or array'),
-  isInSelectedSet: z.boolean().describe('Whether the target content type is in the selected set'),
-});
+export const ContentTypeNodeSchema: z.ZodType<any> = z.lazy(() =>
+  z.object({
+    id: z.string().describe('Content type ID'),
+    name: z.string().describe('Content type name'),
+    references: z
+      .array(ContentTypeNodeSchema)
+      .optional()
+      .describe('Content types that this one references (nested)'),
+  })
+);
 
 /**
- * Summary of a content type for visualization
+ * The simple relationship graph output schema
  */
-export const ContentTypeSummarySchema = z.object({
-  contentTypeId: z.string().describe('The content type ID'),
-  contentTypeName: z.string().describe('Human-readable name'),
-  description: z.string().optional().describe('Content type description'),
-  totalFields: z.number().describe('Total number of fields'),
-  referenceFields: z.array(ReferenceFieldSchema).describe('Fields that reference other entries'),
-  hasIncomingReferences: z.boolean().describe('Whether other content types reference this one'),
-  hasOutgoingReferences: z.boolean().describe('Whether this content type references others'),
+export const ContentTypeRelationshipGraphSchema = z.object({
+  graph: z
+    .array(ContentTypeNodeSchema)
+    .describe('Nested relationship graph showing content type hierarchy'),
+  summary: z.string().describe('Brief summary of the content model'),
 });
 
-/**
- * The complete relationship analysis output schema
- */
-export const ContentTypeRelationshipAnalysisSchema = z.object({
-  contentTypes: z.array(ContentTypeSummarySchema).describe('Summary of each selected content type'),
-  relationships: z
-    .array(ContentTypeRelationshipSchema)
-    .describe('All relationships between the selected content types'),
-  summary: z.string().describe('Brief summary of the content types and their relationships'),
-  totalContentTypes: z.number().describe('Total number of content types'),
-  totalRelationships: z.number().describe('Total number of relationships'),
-});
+export type ContentTypeNode = {
+  id: string;
+  name: string;
+  references?: ContentTypeNode[];
+};
 
-export type ReferenceField = z.infer<typeof ReferenceFieldSchema>;
-export type ContentTypeRelationship = z.infer<typeof ContentTypeRelationshipSchema>;
-export type ContentTypeSummary = z.infer<typeof ContentTypeSummarySchema>;
-export type ContentTypeRelationshipAnalysis = z.infer<typeof ContentTypeRelationshipAnalysisSchema>;
+export type ContentTypeRelationshipGraph = z.infer<typeof ContentTypeRelationshipGraphSchema>;
diff --git a/apps/google-docs/functions/createPlan.ts b/apps/google-docs/functions/createPlan.ts
index f595783698..c1243ffdc5 100644
--- a/apps/google-docs/functions/createPlan.ts
+++ b/apps/google-docs/functions/createPlan.ts
@@ -4,9 +4,10 @@ import type {
   FunctionTypeEnum,
   AppActionRequest,
 } from '@contentful/node-apps-toolkit';
-import { analyzeContentTypeRelationships } from './agents/planAgent/plan.agent';
+import { buildContentTypeGraph } from './agents/planAgent/plan.agent';
 import { fetchContentTypes } from './service/contentTypeService';
 import { initContentfulManagementClient } from './service/initCMAClient';
+import { ContentTypeProps } from 'contentful-management';
 
 export type CreatePlanParameters = {
   contentTypeIds: string[];
@@ -19,16 +20,10 @@ interface AppInstallationParameters {
 /**
  * App Action: Create Plan
  *
- * This is the first step in the two-step flow for creating entries from a Google Doc.
- * It analyzes the selected content types to understand their relationships.
+ * Analyzes selected content types and builds a nested relationship graph
+ * showing which content types reference which others.
  *
- * The relationship analysis is returned to the UI for visualization, showing:
- * - What content types have been selected
- * - How they relate to each other (which fields reference which content types)
- * - A visual map of the content model
- *
- * After the user reviews the plan and uploads a document, the createEntries action
- * will use this structure to create the actual entries.
+ * Returns a simple JSON structure for UI visualization.
  */
 export const handler: FunctionEventHandler<
   FunctionTypeEnum.AppActionCall,
@@ -48,27 +43,21 @@ export const handler: FunctionEventHandler<
   const contentTypes = await fetchContentTypes(cma, new Set<string>(contentTypeIds));
 
   console.log(
-    'Analyzing relationships for content types:',
-    contentTypes.map((ct) => ct.name).join(', ')
+    'Building relationship graph for content types:',
+    contentTypes.map((ct: ContentTypeProps) => ct.name).join(', ')
   );
 
-  // Analyze the content type relationships
-  const analysis = await analyzeContentTypeRelationships({
+  // Build the content type relationship graph
+  const graph = await buildContentTypeGraph({
     openAiApiKey,
     contentTypes,
   });
 
-  console.log('Content type relationship analysis completed:', analysis.summary);
+  console.log('Content type relationship graph completed:', graph.summary);
 
   return {
     success: true,
-    analysis,
-    response: {
-      summary: analysis.summary,
-      totalContentTypes: analysis.totalContentTypes,
-      totalRelationships: analysis.totalRelationships,
-      contentTypes: analysis.contentTypes,
-      relationships: analysis.relationships,
-    },
+    graph: graph.graph,
+    summary: graph.summary,
   };
 };

From 516c7afe3bda2555a2040f8d6df5a2f8eae6fa24 Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Wed, 17 Dec 2025 13:59:52 -0700
Subject: [PATCH 03/16] organize oauth functions

---
 .../functions/createEntriesFromDocument.ts    | 25 ++-----------
 .../functions/{ => oauth}/checkStatus.ts      |  0
 .../functions/{ => oauth}/completeOauth.ts    |  0
 .../functions/{ => oauth}/disconnect.ts       |  0
 .../functions/{ => oauth}/initiateOauth.ts    |  0
 apps/google-docs/src/locations/Page.tsx       | 32 ++++++++++++++++-
 .../google-docs/src/utils/appFunctionUtils.ts | 35 ++++++++++++++++++-
 7 files changed, 68 insertions(+), 24 deletions(-)
 rename apps/google-docs/functions/{ => oauth}/checkStatus.ts (100%)
 rename apps/google-docs/functions/{ => oauth}/completeOauth.ts (100%)
 rename apps/google-docs/functions/{ => oauth}/disconnect.ts (100%)
 rename apps/google-docs/functions/{ => oauth}/initiateOauth.ts (100%)

diff --git a/apps/google-docs/functions/createEntriesFromDocument.ts b/apps/google-docs/functions/createEntriesFromDocument.ts
index 6dcc9298ba..f8c20e10d1 100644
--- a/apps/google-docs/functions/createEntriesFromDocument.ts
+++ b/apps/google-docs/functions/createEntriesFromDocument.ts
@@ -70,7 +70,7 @@ export const handler: FunctionEventHandler<
   const contentTypes = await fetchContentTypes(cma, new Set<string>(contentTypeIds));
 
   // Commented out to preserver as much time as possible due to the 30 second limit for App functions
-  // const contentTypeParserAgentResult = await analyzeContentTypes({ contentTypes, openAiApiKey });
+  const contentTypeParserAgentResult = await analyzeContentTypes({ contentTypes, openAiApiKey });
 
   // INTEG-3261: Pass the ai content type response to the observer for analysis
   // createContentTypeObservationsFromLLMResponse()
@@ -81,33 +81,14 @@ export const handler: FunctionEventHandler<
     contentTypes,
   });
 
-  // INTEG-3261: Pass the ai document response to the observer for analysis
-  // createDocumentObservationsFromLLMResponse()
-
-  // INTEG-3264: Create the entries in Contentful using the entry service
-  // The aiDocumentResponse.entries is now ready to be passed to the CMA client
-  const creationResult = await createEntries(cma, aiDocumentResponse.entries, {
-    spaceId: context.spaceId,
-    environmentId: context.environmentId,
-    contentTypes,
-  });
-  console.log('Created Entries Result:', creationResult);
-
-  // INTEG-3265: Create the assets in Contentful using the asset service
-  // await createAssets()
+  console.log('AI Document Response:', aiDocumentResponse);
 
   return {
     success: true,
     response: {
-      // contentTypeParserAgentResult,
+      contentTypeParserAgentResult,
       summary: aiDocumentResponse.summary,
       totalEntriesExtracted: aiDocumentResponse.totalEntries,
-      createdEntries: creationResult.createdEntries.map((entry) => ({
-        id: entry.sys.id,
-        contentType: entry.sys.contentType.sys.id,
-      })),
-      errors: creationResult.errors,
-      successRate: `${creationResult.createdEntries.length}/${aiDocumentResponse.totalEntries}`,
     },
   };
 };
diff --git a/apps/google-docs/functions/checkStatus.ts b/apps/google-docs/functions/oauth/checkStatus.ts
similarity index 100%
rename from apps/google-docs/functions/checkStatus.ts
rename to apps/google-docs/functions/oauth/checkStatus.ts
diff --git a/apps/google-docs/functions/completeOauth.ts b/apps/google-docs/functions/oauth/completeOauth.ts
similarity index 100%
rename from apps/google-docs/functions/completeOauth.ts
rename to apps/google-docs/functions/oauth/completeOauth.ts
diff --git a/apps/google-docs/functions/disconnect.ts b/apps/google-docs/functions/oauth/disconnect.ts
similarity index 100%
rename from apps/google-docs/functions/disconnect.ts
rename to apps/google-docs/functions/oauth/disconnect.ts
diff --git a/apps/google-docs/functions/initiateOauth.ts b/apps/google-docs/functions/oauth/initiateOauth.ts
similarity index 100%
rename from apps/google-docs/functions/initiateOauth.ts
rename to apps/google-docs/functions/oauth/initiateOauth.ts
diff --git a/apps/google-docs/src/locations/Page.tsx b/apps/google-docs/src/locations/Page.tsx
index 49e05b309c..302e0a123c 100644
--- a/apps/google-docs/src/locations/Page.tsx
+++ b/apps/google-docs/src/locations/Page.tsx
@@ -110,7 +110,37 @@ const Page = () => {
       `Selected ${contentTypes.length} content type${contentTypes.length > 1 ? 's' : ''}: ${names}`
     );
 
-    // Call create entries function after content types are selected
+    // Step 1: Call createPlan to analyze content type relationships
+    try {
+      console.log('🎯 Step 1: Creating relationship graph for selected content types...');
+      console.log('📋 Selected Content Types:', names);
+      console.log('📋 Content Type IDs:', ids);
+
+      const { createPlanAction } = await import('../utils/appFunctionUtils');
+      const planResult = await createPlanAction(sdk, ids);
+
+      console.log('✅ Plan created successfully!');
+      console.log('📊 Full Result:', JSON.stringify(planResult, null, 2));
+
+      // Access the response data
+      const graph = (planResult as any).graph;
+      const summary = (planResult as any).summary;
+
+      if (graph) {
+        console.log('📊 Graph Structure:', JSON.stringify(graph, null, 2));
+      }
+      if (summary) {
+        console.log('📊 Summary:', summary);
+        sdk.notifier.success(`Plan: ${summary}`);
+      }
+    } catch (error) {
+      console.error('❌ Error creating plan:', error);
+      sdk.notifier.error(
+        `Failed to create plan: ${error instanceof Error ? error.message : 'Unknown error'}`
+      );
+    }
+
+    // Step 2: Call create entries function after content types are selected
     await submit(ids);
   };
 
diff --git a/apps/google-docs/src/utils/appFunctionUtils.ts b/apps/google-docs/src/utils/appFunctionUtils.ts
index f57e0d46f3..a79b5abbb6 100644
--- a/apps/google-docs/src/utils/appFunctionUtils.ts
+++ b/apps/google-docs/src/utils/appFunctionUtils.ts
@@ -23,6 +23,39 @@ export async function getAppActionId(
   return appAction.sys.id;
 }
 
+export const createPlanAction = async (
+  sdk: PageAppSDK | ConfigAppSDK,
+  contentTypeIds: string[]
+) => {
+  try {
+    const appDefinitionId = sdk.ids.app;
+
+    if (!appDefinitionId) {
+      throw new Error('App definition ID not found');
+    }
+
+    const appActionId = await getAppActionId(sdk, 'createPlanFunction');
+    const result = await sdk.cma.appActionCall.createWithResult(
+      {
+        appDefinitionId,
+        appActionId,
+      },
+      {
+        parameters: { contentTypeIds },
+      }
+    );
+
+    if ('errors' in result && result.errors) {
+      throw new Error(JSON.stringify(result.errors));
+    }
+
+    return result;
+  } catch (error) {
+    console.error('Error creating plan', error);
+    throw new Error(error instanceof Error ? error.message : 'Failed to create plan');
+  }
+};
+
 export const createEntriesFromDocumentAction = async (
   sdk: PageAppSDK | ConfigAppSDK,
   contentTypeIds: string[],
@@ -55,7 +88,7 @@ export const createEntriesFromDocumentAction = async (
       }
     }
 
-    const appActionId = await getAppActionId(sdk, 'createEntriesFromDocumentAction');
+    const appActionId = await getAppActionId(sdk, 'createEntriesFromDocumentFunction');
     const result = await sdk.cma.appActionCall.createWithResult(
       {
         appDefinitionId,

From 93c62529a1467564b620008d808f9c7a13d5ed50 Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Wed, 17 Dec 2025 14:07:35 -0700
Subject: [PATCH 04/16] reorganizing function handlers

---
 apps/google-docs/contentful-app-manifest.json | 24 ++---
 .../{ => agents}/observer/observer.ts         |  0
 .../createEntriesFromDocument.ts              | 43 +++------
 .../functions/{ => handlers}/createPlan.ts    |  6 +-
 .../utils/documentValidationUtils.ts          | 48 ++++++++++
 .../google-docs/src/utils/appFunctionUtils.ts | 89 +++++++------------
 6 files changed, 106 insertions(+), 104 deletions(-)
 rename apps/google-docs/functions/{ => agents}/observer/observer.ts (100%)
 rename apps/google-docs/functions/{ => handlers}/createEntriesFromDocument.ts (56%)
 rename apps/google-docs/functions/{ => handlers}/createPlan.ts (88%)
 create mode 100644 apps/google-docs/functions/utils/documentValidationUtils.ts

diff --git a/apps/google-docs/contentful-app-manifest.json b/apps/google-docs/contentful-app-manifest.json
index 5a8f6d75e9..68b757e721 100644
--- a/apps/google-docs/contentful-app-manifest.json
+++ b/apps/google-docs/contentful-app-manifest.json
@@ -25,8 +25,8 @@
       "id": "createPlanFunction",
       "name": "Create plan ",
       "description": "Function to create an entry creation plan",
-      "path": "functions/createPlan.js",
-      "entryFile": "functions/createPlan.ts",
+      "path": "functions/handlers/createPlan.js",
+      "entryFile": "functions/handlers/createPlan.ts",
       "allowNetworks": [
         "https://api.openai.com",
         "https://docs.googleapis.com",
@@ -40,8 +40,8 @@
       "id": "createEntriesFromDocumentFunction",
       "name": "Create content entries from document function",
       "description": "Function to create content blocks from App Action.",
-      "path": "functions/createEntriesFromDocument.js",
-      "entryFile": "functions/createEntriesFromDocument.ts",
+      "path": "functions/handlers/createEntriesFromDocument.js",
+      "entryFile": "functions/handlers/createEntriesFromDocument.ts",
       "allowNetworks": [
         "https://api.openai.com",
         "https://docs.googleapis.com",
@@ -56,8 +56,8 @@
       "id": "initiateGdocOauth",
       "name": "Initiate Gdoc OAuth Flow",
       "description": "Initiates the OAuth flow for Google Docs",
-      "path": "functions/initiateOauth.js",
-      "entryFile": "functions/initiateOauth.ts",
+      "path": "functions/oauth/initiateOauth.js",
+      "entryFile": "functions/oauth/initiateOauth.ts",
       "allowNetworks": [
         "oauth2.googleapis.com"
       ],
@@ -69,8 +69,8 @@
       "id": "completeGdocOauth",
       "name": "Complete Gdoc OAuth Flow",
       "description": "Completes the OAuth flow for Google Docs",
-      "path": "functions/completeOauth.js",
-      "entryFile": "functions/completeOauth.ts",
+      "path": "functions/oauth/completeOauth.js",
+      "entryFile": "functions/oauth/completeOauth.ts",
       "allowNetworks": [
         "oauth2.googleapis.com"
       ],
@@ -82,8 +82,8 @@
       "id": "revokeGdocOauthToken",
       "name": "Revoke Gdoc OAuth Token",
       "description": "Revoke token for the Google Docs app to disconnect from the app",
-      "path": "functions/disconnect.js",
-      "entryFile": "functions/disconnect.ts",
+      "path": "functions/oauth/disconnect.js",
+      "entryFile": "functions/oauth/disconnect.ts",
       "allowNetworks": [
         "oauth2.googleapis.com"
       ],
@@ -95,8 +95,8 @@
       "id": "checkGdocOauthTokenStatus",
       "name": "Check Gdoc OAuth Token Status",
       "description": "Checks the status of the Google Docs OAuth token to see if it is valid",
-      "path": "functions/checkStatus.js",
-      "entryFile": "functions/checkStatus.ts",
+      "path": "functions/oauth/checkStatus.js",
+      "entryFile": "functions/oauth/checkStatus.ts",
       "allowNetworks": [
         "oauth2.googleapis.com"
       ],
diff --git a/apps/google-docs/functions/observer/observer.ts b/apps/google-docs/functions/agents/observer/observer.ts
similarity index 100%
rename from apps/google-docs/functions/observer/observer.ts
rename to apps/google-docs/functions/agents/observer/observer.ts
diff --git a/apps/google-docs/functions/createEntriesFromDocument.ts b/apps/google-docs/functions/handlers/createEntriesFromDocument.ts
similarity index 56%
rename from apps/google-docs/functions/createEntriesFromDocument.ts
rename to apps/google-docs/functions/handlers/createEntriesFromDocument.ts
index f8c20e10d1..3c14a3d4e4 100644
--- a/apps/google-docs/functions/createEntriesFromDocument.ts
+++ b/apps/google-docs/functions/handlers/createEntriesFromDocument.ts
@@ -4,12 +4,13 @@ import type {
   FunctionTypeEnum,
   AppActionRequest,
 } from '@contentful/node-apps-toolkit';
-import { analyzeContentTypes } from './agents/contentTypeParserAgent/contentTypeParser.agent';
-import { createDocument } from './agents/documentParserAgent/documentParser.agent';
-import { fetchContentTypes } from './service/contentTypeService';
-import { initContentfulManagementClient } from './service/initCMAClient';
-import { fetchGoogleDoc } from './service/googleDriveService';
-import { createEntries } from './service/entryService';
+import { analyzeContentTypes } from '../agents/contentTypeParserAgent/contentTypeParser.agent';
+import { createDocument } from '../agents/documentParserAgent/documentParser.agent';
+import { fetchContentTypes } from '../service/contentTypeService';
+import { initContentfulManagementClient } from '../service/initCMAClient';
+import { fetchGoogleDoc } from '../service/googleDriveService';
+import { createEntries } from '../service/entryService';
+import { parseDocument, validateDocument } from '../utils/documentValidationUtils';
 
 export type AppActionParameters = {
   contentTypeIds: string[];
@@ -34,37 +35,15 @@ export const handler: FunctionEventHandler<
   const { contentTypeIds, document } = event.body;
   const { openAiApiKey } = context.appInstallationParameters as AppInstallationParameters;
 
-  if (!document) {
-    throw new Error('Document is required');
-  }
+  // Validate inputs
+  validateDocument(document);
 
   if (!contentTypeIds || contentTypeIds.length === 0) {
     throw new Error('At least one content type ID is required');
   }
 
-  // Parse document if it's a string (may be JSON stringified during transmission)
-  let parsedDocument: unknown = document;
-  if (typeof document === 'string') {
-    // Check if it's a URL (starts with http:// or https://)
-    if (document.startsWith('http://') || document.startsWith('https://')) {
-      throw new Error(
-        'Document URL provided but fetching from Google Docs API is not yet implemented. Please provide the document JSON object directly.'
-      );
-    }
-
-    // Try to parse as JSON
-    try {
-      parsedDocument = JSON.parse(document);
-    } catch (e) {
-      // Provide more helpful error message
-      const preview = document.substring(0, 100);
-      throw new Error(
-        `Failed to parse document as JSON. Document appears to be a string but is not valid JSON. ` +
-          `Preview: ${preview}${document.length > 100 ? '...' : ''}. ` +
-          `Error: ${e instanceof Error ? e.message : String(e)}`
-      );
-    }
-  }
+  // Parse document using shared utility
+  const parsedDocument = parseDocument(document);
 
   const cma = initContentfulManagementClient(context);
   const contentTypes = await fetchContentTypes(cma, new Set<string>(contentTypeIds));
diff --git a/apps/google-docs/functions/createPlan.ts b/apps/google-docs/functions/handlers/createPlan.ts
similarity index 88%
rename from apps/google-docs/functions/createPlan.ts
rename to apps/google-docs/functions/handlers/createPlan.ts
index c1243ffdc5..0d05bba375 100644
--- a/apps/google-docs/functions/createPlan.ts
+++ b/apps/google-docs/functions/handlers/createPlan.ts
@@ -4,9 +4,9 @@ import type {
   FunctionTypeEnum,
   AppActionRequest,
 } from '@contentful/node-apps-toolkit';
-import { buildContentTypeGraph } from './agents/planAgent/plan.agent';
-import { fetchContentTypes } from './service/contentTypeService';
-import { initContentfulManagementClient } from './service/initCMAClient';
+import { buildContentTypeGraph } from '../agents/planAgent/plan.agent';
+import { fetchContentTypes } from '../service/contentTypeService';
+import { initContentfulManagementClient } from '../service/initCMAClient';
 import { ContentTypeProps } from 'contentful-management';
 
 export type CreatePlanParameters = {
diff --git a/apps/google-docs/functions/utils/documentValidationUtils.ts b/apps/google-docs/functions/utils/documentValidationUtils.ts
new file mode 100644
index 0000000000..05adc56af9
--- /dev/null
+++ b/apps/google-docs/functions/utils/documentValidationUtils.ts
@@ -0,0 +1,48 @@
+/**
+ * Shared utility for parsing and validating Google Docs documents
+ * Used by both client-side and server-side code
+ */
+
+/**
+ * Parses a document parameter that may be a JSON string, URL, or object
+ * @param document - The document to parse (string URL, JSON string, or object)
+ * @returns The parsed document object
+ * @throws Error if the document cannot be parsed
+ */
+export function parseDocument(document: unknown): unknown {
+  // If already an object, return as-is
+  if (typeof document !== 'string') {
+    return document;
+  }
+
+  // Check if it's a URL (starts with http:// or https://)
+  if (document.startsWith('http://') || document.startsWith('https://')) {
+    throw new Error(
+      'Document URL provided but fetching from Google Docs API is not yet implemented. Please provide the document JSON object directly.'
+    );
+  }
+
+  // Try to parse as JSON
+  try {
+    return JSON.parse(document);
+  } catch (e) {
+    // Provide more helpful error message
+    const preview = document.substring(0, 100);
+    throw new Error(
+      `Failed to parse document as JSON. Document appears to be a string but is not valid JSON. ` +
+        `Preview: ${preview}${document.length > 100 ? '...' : ''}. ` +
+        `Error: ${e instanceof Error ? e.message : String(e)}`
+    );
+  }
+}
+
+/**
+ * Validates that a document is provided
+ * @param document - The document to validate
+ * @throws Error if the document is null, undefined, or empty
+ */
+export function validateDocument(document: unknown): void {
+  if (!document) {
+    throw new Error('Document is required');
+  }
+}
diff --git a/apps/google-docs/src/utils/appFunctionUtils.ts b/apps/google-docs/src/utils/appFunctionUtils.ts
index a79b5abbb6..828ef2e653 100644
--- a/apps/google-docs/src/utils/appFunctionUtils.ts
+++ b/apps/google-docs/src/utils/appFunctionUtils.ts
@@ -1,4 +1,5 @@
 import { PageAppSDK, ConfigAppSDK } from '@contentful/app-sdk';
+import { parseDocument } from '../../functions/utils/documentValidationUtils';
 
 /**
  * Fetches the app action ID by name from the current environment
@@ -23,10 +24,19 @@ export async function getAppActionId(
   return appAction.sys.id;
 }
 
-export const createPlanAction = async (
+/**
+ * Generic helper to call an app action with parameters
+ * @param sdk - The Contentful SDK instance
+ * @param actionName - The name of the app action to call
+ * @param parameters - The parameters to pass to the app action
+ * @returns The result from the app action
+ * @throws Error if the app action fails
+ */
+async function callAppAction<T = unknown>(
   sdk: PageAppSDK | ConfigAppSDK,
-  contentTypeIds: string[]
-) => {
+  actionName: string,
+  parameters: Record<string, unknown>
+): Promise<T> {
   try {
     const appDefinitionId = sdk.ids.app;
 
@@ -34,14 +44,14 @@ export const createPlanAction = async (
       throw new Error('App definition ID not found');
     }
 
-    const appActionId = await getAppActionId(sdk, 'createPlanFunction');
+    const appActionId = await getAppActionId(sdk, actionName);
     const result = await sdk.cma.appActionCall.createWithResult(
       {
         appDefinitionId,
         appActionId,
       },
       {
-        parameters: { contentTypeIds },
+        parameters,
       }
     );
 
@@ -49,11 +59,20 @@ export const createPlanAction = async (
       throw new Error(JSON.stringify(result.errors));
     }
 
-    return result;
+    return result as T;
   } catch (error) {
-    console.error('Error creating plan', error);
-    throw new Error(error instanceof Error ? error.message : 'Failed to create plan');
+    console.error(`Error calling app action "${actionName}"`, error);
+    throw new Error(
+      error instanceof Error ? error.message : `Failed to call app action "${actionName}"`
+    );
   }
+}
+
+export const createPlanAction = async (
+  sdk: PageAppSDK | ConfigAppSDK,
+  contentTypeIds: string[]
+) => {
+  return callAppAction(sdk, 'createPlanFunction', { contentTypeIds });
 };
 
 export const createEntriesFromDocumentAction = async (
@@ -61,53 +80,9 @@ export const createEntriesFromDocumentAction = async (
   contentTypeIds: string[],
   document: unknown
 ) => {
-  try {
-    const appDefinitionId = sdk.ids.app;
-
-    if (!appDefinitionId) {
-      throw new Error('App definition ID not found');
-    }
-
-    // Parse document if it's a JSON string (Contentful API expects an object, not a string)
-    let parsedDocument: unknown = document;
-    if (typeof document === 'string') {
-      // Check if it's a URL (starts with http:// or https://)
-      if (document.startsWith('http://') || document.startsWith('https://')) {
-        throw new Error(
-          'Document URL provided but fetching from Google Docs API is not yet implemented. Please provide the document JSON object directly.'
-        );
-      }
-
-      // Try to parse as JSON
-      try {
-        parsedDocument = JSON.parse(document);
-      } catch (e) {
-        throw new Error(
-          `Failed to parse document as JSON: ${e instanceof Error ? e.message : String(e)}`
-        );
-      }
-    }
-
-    const appActionId = await getAppActionId(sdk, 'createEntriesFromDocumentFunction');
-    const result = await sdk.cma.appActionCall.createWithResult(
-      {
-        appDefinitionId,
-        appActionId,
-      },
-      {
-        parameters: { contentTypeIds, document: parsedDocument },
-      }
-    );
-
-    if ('errors' in result && result.errors) {
-      throw new Error(JSON.stringify(result.errors));
-    }
-
-    return result;
-  } catch (error) {
-    console.error('Error creating entries from document', error);
-    throw new Error(
-      error instanceof Error ? error.message : 'Failed to create entries from document'
-    );
-  }
+  const parsedDocument = parseDocument(document);
+  return callAppAction(sdk, 'createEntriesFromDocumentFunction', {
+    contentTypeIds,
+    document: parsedDocument,
+  });
 };

From 9c237cbe45d7f2baf285d5ae0b76c8d99e276248 Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Wed, 17 Dec 2025 14:17:42 -0700
Subject: [PATCH 05/16] reorganizing function handlers (prev
 `createEntriesfromDocument`) calling each agent in a separate function, +
 removing plan agent for now

---
 apps/google-docs/contentful-app-manifest.json |  23 ++-
 .../functions/agents/planAgent/plan.agent.ts  | 175 ------------------
 .../functions/agents/planAgent/schema.ts      |  35 ----
 .../{createPlan.ts => analyzeContentTypes.ts} |  32 ++--
 ...riesFromDocument.ts => processDocument.ts} |  42 +++--
 .../utils/documentValidationUtils.ts          |   5 -
 .../src/hooks/useDocumentSubmission.ts        |   2 +-
 apps/google-docs/src/locations/Page.tsx       |  31 ----
 ...{appFunctionUtils.ts => appActionUtils.ts} |  26 ++-
 9 files changed, 76 insertions(+), 295 deletions(-)
 delete mode 100644 apps/google-docs/functions/agents/planAgent/plan.agent.ts
 delete mode 100644 apps/google-docs/functions/agents/planAgent/schema.ts
 rename apps/google-docs/functions/handlers/{createPlan.ts => analyzeContentTypes.ts} (54%)
 rename apps/google-docs/functions/handlers/{createEntriesFromDocument.ts => processDocument.ts} (61%)
 rename apps/google-docs/src/utils/{appFunctionUtils.ts => appActionUtils.ts} (72%)

diff --git a/apps/google-docs/contentful-app-manifest.json b/apps/google-docs/contentful-app-manifest.json
index 68b757e721..28ead1d30e 100644
--- a/apps/google-docs/contentful-app-manifest.json
+++ b/apps/google-docs/contentful-app-manifest.json
@@ -37,11 +37,11 @@
       ]
     },
     {
-      "id": "createEntriesFromDocumentFunction",
-      "name": "Create content entries from document function",
-      "description": "Function to create content blocks from App Action.",
-      "path": "functions/handlers/createEntriesFromDocument.js",
-      "entryFile": "functions/handlers/createEntriesFromDocument.ts",
+      "id": "processDocumentFunction",
+      "name": "Process Document",
+      "description": "Processes a Google Doc and creates Contentful entries based on document structure.",
+      "path": "functions/handlers/processDocument.js",
+      "entryFile": "functions/handlers/processDocument.ts",
       "allowNetworks": [
         "https://api.openai.com",
         "https://docs.googleapis.com",
@@ -52,6 +52,19 @@
         "appaction.call"
       ]
     },
+    {
+      "id": "analyzeContentTypesFunction",
+      "name": "Analyze Content Types",
+      "description": "Analyzes content type structure and relationships using AI.",
+      "path": "functions/handlers/analyzeContentTypes.js",
+      "entryFile": "functions/handlers/analyzeContentTypes.ts",
+      "allowNetworks": [
+        "https://api.openai.com"
+      ],
+      "accepts": [
+        "appaction.call"
+      ]
+    },
     {
       "id": "initiateGdocOauth",
       "name": "Initiate Gdoc OAuth Flow",
diff --git a/apps/google-docs/functions/agents/planAgent/plan.agent.ts b/apps/google-docs/functions/agents/planAgent/plan.agent.ts
deleted file mode 100644
index 083aa7effd..0000000000
--- a/apps/google-docs/functions/agents/planAgent/plan.agent.ts
+++ /dev/null
@@ -1,175 +0,0 @@
-/**
- * Plan Agent
- *
- * Agent that analyzes an array of content types to build a simple relationship graph.
- * Returns a nested JSON structure showing which content types reference which others.
- */
-
-import { createOpenAI } from '@ai-sdk/openai';
-import { generateObject } from 'ai';
-import { ContentTypeProps } from 'contentful-management';
-import { ContentTypeRelationshipGraphSchema, ContentTypeRelationshipGraph } from './schema';
-
-/**
- * Configuration for the plan agent
- */
-export interface PlanAgentConfig {
-  openAiApiKey: string;
-  contentTypes: ContentTypeProps[];
-}
-
-/**
- * AI Agent that analyzes content types and builds a nested relationship graph.
- * Returns a simple tree structure for UI visualization.
- *
- * @param config - Plan agent configuration including API key and content types
- * @returns Promise resolving to a nested relationship graph
- */
-export async function buildContentTypeGraph(
-  config: PlanAgentConfig
-): Promise<ContentTypeRelationshipGraph> {
-  const modelVersion = 'gpt-4o';
-  const temperature = 0.3;
-
-  const { openAiApiKey, contentTypes } = config;
-
-  const openaiClient = createOpenAI({
-    apiKey: openAiApiKey,
-  });
-
-  console.log(
-    'Plan Agent - Building graph for content types:',
-    contentTypes.map((ct) => ct.name).join(', ')
-  );
-
-  const prompt = buildGraphPrompt(contentTypes);
-
-  const result = await generateObject({
-    model: openaiClient(modelVersion),
-    schema: ContentTypeRelationshipGraphSchema,
-    temperature,
-    system: buildSystemPrompt(),
-    prompt,
-  });
-
-  const graph = result.object as ContentTypeRelationshipGraph;
-  console.log('Plan Agent - Relationship Graph:', JSON.stringify(graph, null, 2));
-
-  return graph;
-}
-
-function buildSystemPrompt(): string {
-  return `You are an expert at analyzing Contentful content models and creating visual relationship graphs.
-
-Your role is to:
-1. Identify reference fields in content types (type "Link" or Array of "Link")
-2. Build a nested JSON structure showing the relationship hierarchy
-3. Create a simple tree that shows which content types reference which others
-
-OUTPUT FORMAT:
-Create a nested JSON graph where:
-- Each node has: { id: "contentTypeId", name: "Content Type Name", references: [...nested nodes...] }
-- "references" array contains content types that this one references
-- Nest the structure to show the hierarchy clearly
-- Content types with no outgoing references have no "references" field or an empty array
-- Content types with no incoming references should be at the root level
-
-EXAMPLE OUTPUT:
-\`\`\`json
-{
-  "graph": [
-    {
-      "id": "blogPost",
-      "name": "Blog Post",
-      "references": [
-        {
-          "id": "author",
-          "name": "Author"
-        },
-        {
-          "id": "category",
-          "name": "Category"
-        }
-      ]
-    }
-  ],
-  "summary": "Blog Post references Author and Category"
-}
-\`\`\`
-
-Keep it simple and focused on the visual hierarchy for UI purposes.`;
-}
-
-function buildGraphPrompt(contentTypes: ContentTypeProps[]): string {
-  const contentTypeIds = contentTypes.map((ct) => ct.sys.id);
-  const contentTypeNames = contentTypes.map((ct) => ct.name).join(', ');
-
-  // Extract reference information
-  const contentTypeDetails = contentTypes.map((ct) => {
-    const referenceFields =
-      ct.fields
-        ?.filter((field) => {
-          const isLink = field.type === 'Link' && (field as any).linkType === 'Entry';
-          const isArrayOfLinks =
-            field.type === 'Array' &&
-            (field.items as any)?.type === 'Link' &&
-            (field.items as any)?.linkType === 'Entry';
-          return isLink || isArrayOfLinks;
-        })
-        .map((field) => {
-          const linkContentType = field.validations?.find((v: any) => v.linkContentType);
-          return {
-            fieldId: field.id,
-            fieldName: field.name,
-            canReference: linkContentType?.linkContentType || ['any'],
-          };
-        }) || [];
-
-    return {
-      id: ct.sys.id,
-      name: ct.name,
-      referenceFields,
-    };
-  });
-
-  return `Build a nested relationship graph for the following Contentful content types.
-
-SELECTED CONTENT TYPES: ${contentTypeNames}
-CONTENT TYPE IDS: ${contentTypeIds.join(', ')}
-
-CONTENT TYPE DETAILS:
-${JSON.stringify(contentTypeDetails, null, 2)}
-
-YOUR TASK:
-
-1. **Identify Root Content Types**: Content types that are NOT referenced by others should be at the root level
-2. **Build Nested Structure**: For each content type that has reference fields, nest the referenced content types
-3. **Keep It Simple**: Only include id and name for each node, plus nested references
-4. **Avoid Duplicates**: If a content type appears in multiple places, that's okay (show the relationship)
-
-STRUCTURE RULES:
-- Start with content types that reference others (usually the "parent" content types)
-- Nest their referenced content types in the "references" array
-- Each node: { id: "contentTypeId", name: "Content Type Name", references?: [...] }
-- If a content type doesn't reference anything, omit "references" or use empty array
-
-EXAMPLE:
-If Blog Post references Author and Category:
-\`\`\`json
-{
-  "graph": [
-    {
-      "id": "blogPost",
-      "name": "Blog Post",
-      "references": [
-        { "id": "author", "name": "Author" },
-        { "id": "category", "name": "Category" }
-      ]
-    }
-  ],
-  "summary": "Blog Post references Author and Category"
-}
-\`\`\`
-
-Now create the graph for the provided content types.`;
-}
diff --git a/apps/google-docs/functions/agents/planAgent/schema.ts b/apps/google-docs/functions/agents/planAgent/schema.ts
deleted file mode 100644
index bca50eeb27..0000000000
--- a/apps/google-docs/functions/agents/planAgent/schema.ts
+++ /dev/null
@@ -1,35 +0,0 @@
-import { z } from 'zod';
-
-// Schema Definitions for the Plan Agent
-
-/**
- * Represents a content type node in the relationship graph
- */
-export const ContentTypeNodeSchema: z.ZodType<any> = z.lazy(() =>
-  z.object({
-    id: z.string().describe('Content type ID'),
-    name: z.string().describe('Content type name'),
-    references: z
-      .array(ContentTypeNodeSchema)
-      .optional()
-      .describe('Content types that this one references (nested)'),
-  })
-);
-
-/**
- * The simple relationship graph output schema
- */
-export const ContentTypeRelationshipGraphSchema = z.object({
-  graph: z
-    .array(ContentTypeNodeSchema)
-    .describe('Nested relationship graph showing content type hierarchy'),
-  summary: z.string().describe('Brief summary of the content model'),
-});
-
-export type ContentTypeNode = {
-  id: string;
-  name: string;
-  references?: ContentTypeNode[];
-};
-
-export type ContentTypeRelationshipGraph = z.infer<typeof ContentTypeRelationshipGraphSchema>;
diff --git a/apps/google-docs/functions/handlers/createPlan.ts b/apps/google-docs/functions/handlers/analyzeContentTypes.ts
similarity index 54%
rename from apps/google-docs/functions/handlers/createPlan.ts
rename to apps/google-docs/functions/handlers/analyzeContentTypes.ts
index 0d05bba375..f9f486e95b 100644
--- a/apps/google-docs/functions/handlers/createPlan.ts
+++ b/apps/google-docs/functions/handlers/analyzeContentTypes.ts
@@ -4,12 +4,11 @@ import type {
   FunctionTypeEnum,
   AppActionRequest,
 } from '@contentful/node-apps-toolkit';
-import { buildContentTypeGraph } from '../agents/planAgent/plan.agent';
+import { analyzeContentTypes as analyzeContentTypesAgent } from '../agents/contentTypeParserAgent/contentTypeParser.agent';
 import { fetchContentTypes } from '../service/contentTypeService';
 import { initContentfulManagementClient } from '../service/initCMAClient';
-import { ContentTypeProps } from 'contentful-management';
 
-export type CreatePlanParameters = {
+export type AnalyzeContentTypesParameters = {
   contentTypeIds: string[];
 };
 
@@ -18,18 +17,17 @@ interface AppInstallationParameters {
 }
 
 /**
- * App Action: Create Plan
+ * App Action: Analyze Content Types
  *
- * Analyzes selected content types and builds a nested relationship graph
- * showing which content types reference which others.
+ * Analyzes the structure and relationships of selected content types
+ * using AI to understand their fields, validations, and relationships.
  *
- * Returns a simple JSON structure for UI visualization.
  */
 export const handler: FunctionEventHandler<
   FunctionTypeEnum.AppActionCall,
-  CreatePlanParameters
+  AnalyzeContentTypesParameters
 > = async (
-  event: AppActionRequest<'Custom', CreatePlanParameters>,
+  event: AppActionRequest<'Custom', AnalyzeContentTypesParameters>,
   context: FunctionEventContext
 ) => {
   const { contentTypeIds } = event.body;
@@ -42,22 +40,14 @@ export const handler: FunctionEventHandler<
   const cma = initContentfulManagementClient(context);
   const contentTypes = await fetchContentTypes(cma, new Set<string>(contentTypeIds));
 
-  console.log(
-    'Building relationship graph for content types:',
-    contentTypes.map((ct: ContentTypeProps) => ct.name).join(', ')
-  );
-
-  // Build the content type relationship graph
-  const graph = await buildContentTypeGraph({
-    openAiApiKey,
+  const contentTypeParserAgentResult = await analyzeContentTypesAgent({
     contentTypes,
+    openAiApiKey,
   });
 
-  console.log('Content type relationship graph completed:', graph.summary);
-
+  console.log('Content type analysis completed', contentTypeParserAgentResult);
   return {
     success: true,
-    graph: graph.graph,
-    summary: graph.summary,
+    analysis: contentTypeParserAgentResult,
   };
 };
diff --git a/apps/google-docs/functions/handlers/createEntriesFromDocument.ts b/apps/google-docs/functions/handlers/processDocument.ts
similarity index 61%
rename from apps/google-docs/functions/handlers/createEntriesFromDocument.ts
rename to apps/google-docs/functions/handlers/processDocument.ts
index 3c14a3d4e4..711d01dff8 100644
--- a/apps/google-docs/functions/handlers/createEntriesFromDocument.ts
+++ b/apps/google-docs/functions/handlers/processDocument.ts
@@ -4,7 +4,7 @@ import type {
   FunctionTypeEnum,
   AppActionRequest,
 } from '@contentful/node-apps-toolkit';
-import { analyzeContentTypes } from '../agents/contentTypeParserAgent/contentTypeParser.agent';
+import { ContentTypeProps } from 'contentful-management';
 import { createDocument } from '../agents/documentParserAgent/documentParser.agent';
 import { fetchContentTypes } from '../service/contentTypeService';
 import { initContentfulManagementClient } from '../service/initCMAClient';
@@ -12,7 +12,7 @@ import { fetchGoogleDoc } from '../service/googleDriveService';
 import { createEntries } from '../service/entryService';
 import { parseDocument, validateDocument } from '../utils/documentValidationUtils';
 
-export type AppActionParameters = {
+export type ProcessDocumentParameters = {
   contentTypeIds: string[];
   document: unknown; // JSON document from Google Docs API or test data
 };
@@ -21,15 +21,21 @@ interface AppInstallationParameters {
   openAiApiKey: string;
 }
 
-/*
- * Important Caveat: App Functions have a 30 second limit on execution time.
- * There is a likely future where we will need to break down the function into smaller functions.
+/**
+ * App Action: Process Document
+ *
+ * Processes a Google Doc and creates Contentful entries based on the document structure
+ * and the provided content types. This function focuses solely on document processing
+ * and entry creation.
+ *
+ * Note: Content type analysis should be done separately using the analyzeContentTypes
+ * function to avoid timeout issues.
  */
 export const handler: FunctionEventHandler<
   FunctionTypeEnum.AppActionCall,
-  AppActionParameters
+  ProcessDocumentParameters
 > = async (
-  event: AppActionRequest<'Custom', AppActionParameters>,
+  event: AppActionRequest<'Custom', ProcessDocumentParameters>,
   context: FunctionEventContext
 ) => {
   const { contentTypeIds, document } = event.body;
@@ -48,26 +54,26 @@ export const handler: FunctionEventHandler<
   const cma = initContentfulManagementClient(context);
   const contentTypes = await fetchContentTypes(cma, new Set<string>(contentTypeIds));
 
-  // Commented out to preserver as much time as possible due to the 30 second limit for App functions
-  const contentTypeParserAgentResult = await analyzeContentTypes({ contentTypes, openAiApiKey });
-
-  // INTEG-3261: Pass the ai content type response to the observer for analysis
-  // createContentTypeObservationsFromLLMResponse()
+  console.log(
+    'Processing document with content types:',
+    contentTypes.map((ct: ContentTypeProps) => ct.name).join(', ')
+  );
 
+  // Process the document and create entries
   const aiDocumentResponse = await createDocument({
     document: parsedDocument,
     openAiApiKey,
     contentTypes,
   });
 
-  console.log('AI Document Response:', aiDocumentResponse);
+  console.log('Document processing completed:', {
+    summary: aiDocumentResponse.summary,
+    totalEntries: aiDocumentResponse.totalEntries,
+  });
 
   return {
     success: true,
-    response: {
-      contentTypeParserAgentResult,
-      summary: aiDocumentResponse.summary,
-      totalEntriesExtracted: aiDocumentResponse.totalEntries,
-    },
+    summary: aiDocumentResponse.summary,
+    totalEntriesExtracted: aiDocumentResponse.totalEntries,
   };
 };
diff --git a/apps/google-docs/functions/utils/documentValidationUtils.ts b/apps/google-docs/functions/utils/documentValidationUtils.ts
index 05adc56af9..b345036f9e 100644
--- a/apps/google-docs/functions/utils/documentValidationUtils.ts
+++ b/apps/google-docs/functions/utils/documentValidationUtils.ts
@@ -1,8 +1,3 @@
-/**
- * Shared utility for parsing and validating Google Docs documents
- * Used by both client-side and server-side code
- */
-
 /**
  * Parses a document parameter that may be a JSON string, URL, or object
  * @param document - The document to parse (string URL, JSON string, or object)
diff --git a/apps/google-docs/src/hooks/useDocumentSubmission.ts b/apps/google-docs/src/hooks/useDocumentSubmission.ts
index 2b324345a7..61b28a25bd 100644
--- a/apps/google-docs/src/hooks/useDocumentSubmission.ts
+++ b/apps/google-docs/src/hooks/useDocumentSubmission.ts
@@ -1,6 +1,6 @@
 import { useState, useCallback } from 'react';
 import { PageAppSDK } from '@contentful/app-sdk';
-import { createEntriesFromDocumentAction } from '../utils/appFunctionUtils';
+import { createEntriesFromDocumentAction } from '../utils/appActionUtils';
 import { ERROR_MESSAGES, SUCCESS_MESSAGES } from '../constants/messages';
 
 interface UseDocumentSubmissionReturn {
diff --git a/apps/google-docs/src/locations/Page.tsx b/apps/google-docs/src/locations/Page.tsx
index 302e0a123c..58c7fccba5 100644
--- a/apps/google-docs/src/locations/Page.tsx
+++ b/apps/google-docs/src/locations/Page.tsx
@@ -110,37 +110,6 @@ const Page = () => {
       `Selected ${contentTypes.length} content type${contentTypes.length > 1 ? 's' : ''}: ${names}`
     );
 
-    // Step 1: Call createPlan to analyze content type relationships
-    try {
-      console.log('🎯 Step 1: Creating relationship graph for selected content types...');
-      console.log('📋 Selected Content Types:', names);
-      console.log('📋 Content Type IDs:', ids);
-
-      const { createPlanAction } = await import('../utils/appFunctionUtils');
-      const planResult = await createPlanAction(sdk, ids);
-
-      console.log('✅ Plan created successfully!');
-      console.log('📊 Full Result:', JSON.stringify(planResult, null, 2));
-
-      // Access the response data
-      const graph = (planResult as any).graph;
-      const summary = (planResult as any).summary;
-
-      if (graph) {
-        console.log('📊 Graph Structure:', JSON.stringify(graph, null, 2));
-      }
-      if (summary) {
-        console.log('📊 Summary:', summary);
-        sdk.notifier.success(`Plan: ${summary}`);
-      }
-    } catch (error) {
-      console.error('❌ Error creating plan:', error);
-      sdk.notifier.error(
-        `Failed to create plan: ${error instanceof Error ? error.message : 'Unknown error'}`
-      );
-    }
-
-    // Step 2: Call create entries function after content types are selected
     await submit(ids);
   };
 
diff --git a/apps/google-docs/src/utils/appFunctionUtils.ts b/apps/google-docs/src/utils/appActionUtils.ts
similarity index 72%
rename from apps/google-docs/src/utils/appFunctionUtils.ts
rename to apps/google-docs/src/utils/appActionUtils.ts
index 828ef2e653..07cd58b3cb 100644
--- a/apps/google-docs/src/utils/appFunctionUtils.ts
+++ b/apps/google-docs/src/utils/appActionUtils.ts
@@ -68,21 +68,39 @@ async function callAppAction<T = unknown>(
   }
 }
 
-export const createPlanAction = async (
+/**
+ * Analyzes content type structure and relationships using AI
+ * @param sdk - The Contentful SDK instance
+ * @param contentTypeIds - Array of content type IDs to analyze
+ * @returns Analysis result from the app action
+ */
+export const analyzeContentTypesAction = async (
   sdk: PageAppSDK | ConfigAppSDK,
   contentTypeIds: string[]
 ) => {
-  return callAppAction(sdk, 'createPlanFunction', { contentTypeIds });
+  return callAppAction(sdk, 'analyzeContentTypesFunction', { contentTypeIds });
 };
 
-export const createEntriesFromDocumentAction = async (
+/**
+ * Processes a document and creates Contentful entries
+ * @param sdk - The Contentful SDK instance
+ * @param contentTypeIds - Array of content type IDs to use for entry creation
+ * @param document - The document to process (JSON object or string)
+ * @returns Processing result from the app action
+ */
+export const processDocumentAction = async (
   sdk: PageAppSDK | ConfigAppSDK,
   contentTypeIds: string[],
   document: unknown
 ) => {
   const parsedDocument = parseDocument(document);
-  return callAppAction(sdk, 'createEntriesFromDocumentFunction', {
+  return callAppAction(sdk, 'processDocumentFunction', {
     contentTypeIds,
     document: parsedDocument,
   });
 };
+
+/**
+ * @deprecated Use processDocumentAction instead
+ */
+export const createEntriesFromDocumentAction = processDocumentAction;

From 13b2ca3017f4a032500ef23770dcc32372cef476 Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Wed, 17 Dec 2025 14:26:10 -0700
Subject: [PATCH 06/16] fix: function manifest

---
 apps/google-docs/contentful-app-manifest.json | 17 +----------------
 1 file changed, 1 insertion(+), 16 deletions(-)

diff --git a/apps/google-docs/contentful-app-manifest.json b/apps/google-docs/contentful-app-manifest.json
index 28ead1d30e..8033fa70eb 100644
--- a/apps/google-docs/contentful-app-manifest.json
+++ b/apps/google-docs/contentful-app-manifest.json
@@ -21,25 +21,10 @@
     ]
   },
   "functions": [
-    {
-      "id": "createPlanFunction",
-      "name": "Create plan ",
-      "description": "Function to create an entry creation plan",
-      "path": "functions/handlers/createPlan.js",
-      "entryFile": "functions/handlers/createPlan.ts",
-      "allowNetworks": [
-        "https://api.openai.com",
-        "https://docs.googleapis.com",
-        "https://docs.google.com"
-      ],
-      "accepts": [
-        "appaction.call"
-      ]
-    },
     {
       "id": "processDocumentFunction",
       "name": "Process Document",
-      "description": "Processes a Google Doc and creates Contentful entries based on document structure.",
+      "description": "Processes a Google Doc and returns entry drafts",
       "path": "functions/handlers/processDocument.js",
       "entryFile": "functions/handlers/processDocument.ts",
       "allowNetworks": [

From 02993807001c2c7d251a145f1629fe5f8a8604d2 Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Wed, 17 Dec 2025 14:38:35 -0700
Subject: [PATCH 07/16] minor edit to manifest

---
 apps/google-docs/contentful-app-manifest.json | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/apps/google-docs/contentful-app-manifest.json b/apps/google-docs/contentful-app-manifest.json
index 8033fa70eb..5169f84723 100644
--- a/apps/google-docs/contentful-app-manifest.json
+++ b/apps/google-docs/contentful-app-manifest.json
@@ -22,7 +22,7 @@
   },
   "functions": [
     {
-      "id": "processDocumentFunction",
+      "id": "processDocument",
       "name": "Process Document",
       "description": "Processes a Google Doc and returns entry drafts",
       "path": "functions/handlers/processDocument.js",
@@ -38,7 +38,7 @@
       ]
     },
     {
-      "id": "analyzeContentTypesFunction",
+      "id": "analyzeContentTypes",
       "name": "Analyze Content Types",
       "description": "Analyzes content type structure and relationships using AI.",
       "path": "functions/handlers/analyzeContentTypes.js",

From 2c4f8d7f4296bd8f4a30068f61855f403c8da2d4 Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Thu, 18 Dec 2025 09:27:13 -0700
Subject: [PATCH 08/16] replacing single function with 2: one for analyzing ct
 + one for document processing

---
 .../functions/handlers/analyzeContentTypes.ts      |  2 ++
 .../src/components/page/ContentTypePickerModal.tsx |  2 +-
 .../google-docs/src/hooks/useDocumentSubmission.ts | 14 +++++++++++---
 apps/google-docs/src/utils/appActionUtils.ts       |  2 +-
 4 files changed, 15 insertions(+), 5 deletions(-)

diff --git a/apps/google-docs/functions/handlers/analyzeContentTypes.ts b/apps/google-docs/functions/handlers/analyzeContentTypes.ts
index f9f486e95b..702d61373f 100644
--- a/apps/google-docs/functions/handlers/analyzeContentTypes.ts
+++ b/apps/google-docs/functions/handlers/analyzeContentTypes.ts
@@ -37,6 +37,8 @@ export const handler: FunctionEventHandler<
     throw new Error('At least one content type ID is required');
   }
 
+  console.log('contentTypeIds', contentTypeIds);
+  console.log('In analyzeContentTypes handler');
   const cma = initContentfulManagementClient(context);
   const contentTypes = await fetchContentTypes(cma, new Set<string>(contentTypeIds));
 
diff --git a/apps/google-docs/src/components/page/ContentTypePickerModal.tsx b/apps/google-docs/src/components/page/ContentTypePickerModal.tsx
index 32d1b34804..b3355e5a5e 100644
--- a/apps/google-docs/src/components/page/ContentTypePickerModal.tsx
+++ b/apps/google-docs/src/components/page/ContentTypePickerModal.tsx
@@ -177,7 +177,7 @@ export const ContentTypePickerModal = ({
               variant="primary"
               isDisabled={isLoading || isSubmitting}
               endIcon={isSubmitting ? <Spinner /> : undefined}>
-              Create
+              Next
             </Button>
           </Modal.Controls>
         </>
diff --git a/apps/google-docs/src/hooks/useDocumentSubmission.ts b/apps/google-docs/src/hooks/useDocumentSubmission.ts
index 3fdbd38f94..8467abfd52 100644
--- a/apps/google-docs/src/hooks/useDocumentSubmission.ts
+++ b/apps/google-docs/src/hooks/useDocumentSubmission.ts
@@ -1,6 +1,10 @@
 import { useState, useCallback } from 'react';
 import { PageAppSDK } from '@contentful/app-sdk';
-import { createEntriesFromDocumentAction } from '../utils/appActionUtils';
+import {
+  analyzeContentTypesAction,
+  createEntriesFromDocumentAction,
+  processDocumentAction,
+} from '../utils/appActionUtils';
 import { ERROR_MESSAGES, SUCCESS_MESSAGES } from '../constants/messages';
 
 interface UseDocumentSubmissionReturn {
@@ -58,13 +62,17 @@ export const useDocumentSubmission = (
       setResult(null);
 
       try {
-        const response = await createEntriesFromDocumentAction(
+        const response = await analyzeContentTypesAction(sdk, contentTypeIds);
+        console.log('response', response);
+        const processDocumentResponse = await processDocumentAction(
           sdk,
           contentTypeIds,
           documentId,
           oauthToken
         );
-        setResult(response);
+        console.log('processDocumentResponse', processDocumentResponse);
+
+        setResult([response, processDocumentResponse]);
         setSuccessMessage(SUCCESS_MESSAGES.ENTRIES_CREATED);
       } catch (error) {
         setErrorMessage(error instanceof Error ? error.message : ERROR_MESSAGES.SUBMISSION_FAILED);
diff --git a/apps/google-docs/src/utils/appActionUtils.ts b/apps/google-docs/src/utils/appActionUtils.ts
index 2e84b66dd7..64c9775bb6 100644
--- a/apps/google-docs/src/utils/appActionUtils.ts
+++ b/apps/google-docs/src/utils/appActionUtils.ts
@@ -78,7 +78,7 @@ export const analyzeContentTypesAction = async (
   sdk: PageAppSDK | ConfigAppSDK,
   contentTypeIds: string[]
 ) => {
-  return callAppAction(sdk, 'analyzeContentTypesFunction', { contentTypeIds });
+  return callAppAction(sdk, 'analyzeContentTypes', { contentTypeIds });
 };
 
 /**

From c97af79000f6c2d03bbcbfe2bcb8d3e6691a6b89 Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Thu, 18 Dec 2025 10:49:12 -0700
Subject: [PATCH 09/16] fix: add oauth token to analyze content type function

---
 apps/google-docs/src/hooks/useDocumentSubmission.ts | 11 ++++++++---
 apps/google-docs/src/utils/appActionUtils.ts        |  5 +++--
 2 files changed, 11 insertions(+), 5 deletions(-)

diff --git a/apps/google-docs/src/hooks/useDocumentSubmission.ts b/apps/google-docs/src/hooks/useDocumentSubmission.ts
index 8467abfd52..5d483890af 100644
--- a/apps/google-docs/src/hooks/useDocumentSubmission.ts
+++ b/apps/google-docs/src/hooks/useDocumentSubmission.ts
@@ -62,8 +62,13 @@ export const useDocumentSubmission = (
       setResult(null);
 
       try {
-        const response = await analyzeContentTypesAction(sdk, contentTypeIds);
-        console.log('response', response);
+        const analyzeContentTypesResponse = await analyzeContentTypesAction(
+          sdk,
+          contentTypeIds,
+          oauthToken
+        );
+        console.log('analyzeContentTypesResponse', analyzeContentTypesResponse);
+
         const processDocumentResponse = await processDocumentAction(
           sdk,
           contentTypeIds,
@@ -72,7 +77,7 @@ export const useDocumentSubmission = (
         );
         console.log('processDocumentResponse', processDocumentResponse);
 
-        setResult([response, processDocumentResponse]);
+        setResult([analyzeContentTypesResponse, processDocumentResponse]);
         setSuccessMessage(SUCCESS_MESSAGES.ENTRIES_CREATED);
       } catch (error) {
         setErrorMessage(error instanceof Error ? error.message : ERROR_MESSAGES.SUBMISSION_FAILED);
diff --git a/apps/google-docs/src/utils/appActionUtils.ts b/apps/google-docs/src/utils/appActionUtils.ts
index 64c9775bb6..7f7d47f520 100644
--- a/apps/google-docs/src/utils/appActionUtils.ts
+++ b/apps/google-docs/src/utils/appActionUtils.ts
@@ -76,9 +76,10 @@ async function callAppAction<T = unknown>(
  */
 export const analyzeContentTypesAction = async (
   sdk: PageAppSDK | ConfigAppSDK,
-  contentTypeIds: string[]
+  contentTypeIds: string[],
+  oauthToken: string
 ) => {
-  return callAppAction(sdk, 'analyzeContentTypes', { contentTypeIds });
+  return callAppAction(sdk, 'analyzeContentTypes', { contentTypeIds, oauthToken });
 };
 
 /**

From 0e4e4d5a9796d169ffa57790a90ec98529599d06 Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Thu, 18 Dec 2025 10:57:43 -0700
Subject: [PATCH 10/16] fix: adding entries to document processor o/p

---
 apps/google-docs/functions/handlers/processDocument.ts | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/apps/google-docs/functions/handlers/processDocument.ts b/apps/google-docs/functions/handlers/processDocument.ts
index f8b12d1ab4..783f0d936b 100644
--- a/apps/google-docs/functions/handlers/processDocument.ts
+++ b/apps/google-docs/functions/handlers/processDocument.ts
@@ -63,11 +63,13 @@ export const handler: FunctionEventHandler<
   console.log('Document processing completed:', {
     summary: aiDocumentResponse.summary,
     totalEntries: aiDocumentResponse.totalEntries,
+    entries: aiDocumentResponse.entries,
   });
 
   return {
     success: true,
     summary: aiDocumentResponse.summary,
     totalEntriesExtracted: aiDocumentResponse.totalEntries,
+    entries: aiDocumentResponse.entries,
   };
 };

From 9c4b953580f8517f0965beb81c0bce87eb9bb1cc Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Thu, 18 Dec 2025 14:15:31 -0700
Subject: [PATCH 11/16] feat: new app action to create entries, preview modal

---
 apps/google-docs/contentful-app-manifest.json |  11 +
 .../handlers/createEntriesHandler.ts          |  53 +++++
 .../src/components/page/ViewPreviewModal.tsx  | 189 ++++++++++++++++++
 .../src/hooks/useDocumentSubmission.ts        |   9 +-
 .../src/hooks/useModalManagement.ts           |  12 ++
 apps/google-docs/src/locations/Page.tsx       | 103 +++++-----
 apps/google-docs/src/utils/appActionUtils.ts  |  16 ++
 7 files changed, 340 insertions(+), 53 deletions(-)
 create mode 100644 apps/google-docs/functions/handlers/createEntriesHandler.ts
 create mode 100644 apps/google-docs/src/components/page/ViewPreviewModal.tsx

diff --git a/apps/google-docs/contentful-app-manifest.json b/apps/google-docs/contentful-app-manifest.json
index 7d4880d7b7..645f266d4a 100644
--- a/apps/google-docs/contentful-app-manifest.json
+++ b/apps/google-docs/contentful-app-manifest.json
@@ -50,6 +50,17 @@
         "appaction.call"
       ]
     },
+    {
+      "id": "createEntries",
+      "name": "Create Entries",
+      "description": "Creates entries in Contentful",
+      "path": "functions/handlers/createEntriesHandler.js",
+      "entryFile": "functions/handlers/createEntriesHandler.ts",
+      "allowNetworks": [],
+      "accepts": [
+        "appaction.call"
+      ]
+    },
     {
       "id": "initiateGdocOauth",
       "name": "Initiate Gdoc OAuth Flow",
diff --git a/apps/google-docs/functions/handlers/createEntriesHandler.ts b/apps/google-docs/functions/handlers/createEntriesHandler.ts
new file mode 100644
index 0000000000..d164f362a2
--- /dev/null
+++ b/apps/google-docs/functions/handlers/createEntriesHandler.ts
@@ -0,0 +1,53 @@
+import { AppActionRequest, FunctionEventHandler } from '@contentful/node-apps-toolkit';
+import { createEntries } from '../service/entryService';
+import { initContentfulManagementClient } from '../service/initCMAClient';
+import { EntryToCreate } from '../agents/documentParserAgent/schema';
+import { FunctionTypeEnum, FunctionEventContext } from '@contentful/node-apps-toolkit';
+import { ProcessDocumentParameters } from './processDocument';
+
+interface CreateEntriesParameters {
+  entries: EntryToCreate[];
+  contentTypeIds: string[];
+}
+
+export const handler: FunctionEventHandler<
+  FunctionTypeEnum.AppActionCall,
+  CreateEntriesParameters
+> = async (
+  event: AppActionRequest<'Custom', CreateEntriesParameters>,
+  context: FunctionEventContext
+) => {
+  const { entries, contentTypeIds } = event.body;
+
+  if (!entries || !Array.isArray(entries) || entries.length === 0) {
+    throw new Error('entries parameter is required and must be a non-empty array');
+  }
+
+  if (!contentTypeIds || !Array.isArray(contentTypeIds) || contentTypeIds.length === 0) {
+    throw new Error('contentTypeIds parameter is required and must be a non-empty array');
+  }
+
+  const cma = initContentfulManagementClient(context);
+
+  // Fetch content types
+  const contentTypesResponse = await cma.contentType.getMany({});
+  const contentTypes = contentTypesResponse.items.filter((ct) =>
+    contentTypeIds.includes(ct.sys.id)
+  );
+
+  if (contentTypes.length === 0) {
+    throw new Error('No matching content types found');
+  }
+
+  // Create entries
+  const result = await createEntries(cma, entries, {
+    spaceId: context.spaceId,
+    environmentId: context.environmentId,
+    contentTypes: contentTypes,
+  });
+
+  return {
+    success: true,
+    result: result,
+  };
+};
diff --git a/apps/google-docs/src/components/page/ViewPreviewModal.tsx b/apps/google-docs/src/components/page/ViewPreviewModal.tsx
new file mode 100644
index 0000000000..e8118b2cec
--- /dev/null
+++ b/apps/google-docs/src/components/page/ViewPreviewModal.tsx
@@ -0,0 +1,189 @@
+import React, { useMemo } from 'react';
+import {
+  Box,
+  Button,
+  Card,
+  Flex,
+  Heading,
+  Modal,
+  Paragraph,
+  Table,
+  Text,
+  Badge,
+} from '@contentful/f36-components';
+import tokens from '@contentful/f36-tokens';
+import { EntryToCreate } from '../../../functions/agents/documentParserAgent/schema';
+
+interface ViewPreviewModalProps {
+  isOpen: boolean;
+  onClose: () => void;
+  entries: EntryToCreate[] | null;
+  onConfirm: () => void;
+  isSubmitting: boolean;
+}
+
+export const ViewPreviewModal: React.FC<ViewPreviewModalProps> = ({
+  isOpen,
+  onClose,
+  entries,
+  onConfirm,
+  isSubmitting,
+}) => {
+  const entriesByContentType = useMemo(() => {
+    if (!entries) return {};
+
+    return entries.reduce((acc, entry) => {
+      if (!acc[entry.contentTypeId]) {
+        acc[entry.contentTypeId] = [];
+      }
+      acc[entry.contentTypeId].push(entry);
+      return acc;
+    }, {} as Record<string, EntryToCreate[]>);
+  }, [entries]);
+
+  const totalEntries = useMemo(() => entries?.length || 0, [entries]);
+
+  const renderFieldValue = (value: any, maxLength: number = 100): string => {
+    if (value === null || value === undefined) {
+      return '—';
+    }
+
+    if (typeof value === 'object') {
+      const stringified = JSON.stringify(value, null, 2);
+      return stringified.length > maxLength
+        ? stringified.substring(0, maxLength) + '...'
+        : stringified;
+    }
+
+    const stringValue = String(value);
+    return stringValue.length > maxLength
+      ? stringValue.substring(0, maxLength) + '...'
+      : stringValue;
+  };
+
+  const handleClose = () => {
+    if (isSubmitting) return;
+    onClose();
+  };
+
+  const handleConfirm = () => {
+    if (isSubmitting) return;
+    onConfirm();
+  };
+
+  if (!entries || entries.length === 0) {
+    return null;
+  }
+
+  return (
+    <Modal onClose={handleClose} isShown={isOpen} size="fullWidth">
+      {() => (
+        <>
+          <Modal.Header title="Preview Parsed Entries" onClose={handleClose} />
+          <Modal.Content>
+            <Flex flexDirection="column" gap="spacingM">
+              <Card>
+                <Flex flexDirection="column" gap="spacingS">
+                  <Paragraph>
+                    Based off the document, the following entries are being suggested:
+                  </Paragraph>
+                  <Flex gap="spacingS" alignItems="center">
+                    <Badge variant="primary">
+                      {totalEntries} {totalEntries === 1 ? 'entry' : 'entries'}
+                    </Badge>
+                    <Badge variant="secondary">
+                      {Object.keys(entriesByContentType).length} content{' '}
+                      {Object.keys(entriesByContentType).length === 1 ? 'type' : 'types'}
+                    </Badge>
+                  </Flex>
+                </Flex>
+              </Card>
+
+              {/* Entries by Content Type */}
+              {Object.entries(entriesByContentType).map(([contentTypeId, entries], ctIndex) => (
+                <Card key={contentTypeId}>
+                  <Flex flexDirection="column" gap="spacingM">
+                    <Flex justifyContent="space-between" alignItems="center">
+                      <Heading as="h3" marginBottom="spacingXs">
+                        {contentTypeId}
+                      </Heading>
+                      <Badge variant="positive">{entries.length} entries</Badge>
+                    </Flex>
+
+                    {entries.map((entry, entryIndex) => (
+                      <Box
+                        key={`${contentTypeId}-${entryIndex}`}
+                        padding="spacingS"
+                        style={{
+                          backgroundColor: tokens.gray100,
+                          borderRadius: tokens.borderRadiusMedium,
+                        }}>
+                        <Flex flexDirection="column" gap="spacingXs">
+                          <Text fontWeight="fontWeightDemiBold" fontSize="fontSizeM">
+                            Entry {entryIndex + 1}
+                          </Text>
+
+                          <Box style={{ maxHeight: '300px', overflowY: 'auto' }}>
+                            <Table>
+                              <Table.Head>
+                                <Table.Row>
+                                  <Table.Cell style={{ width: '30%' }}>Field</Table.Cell>
+                                  <Table.Cell style={{ width: '15%' }}>Locale</Table.Cell>
+                                  <Table.Cell style={{ width: '55%' }}>Value</Table.Cell>
+                                </Table.Row>
+                              </Table.Head>
+                              <Table.Body>
+                                {Object.entries(entry.fields).map(([fieldId, localizedValue]) => {
+                                  // localizedValue is a record like { 'en-US': actualValue }
+                                  return Object.entries(localizedValue).map(([locale, value]) => (
+                                    <Table.Row key={`${fieldId}-${locale}`}>
+                                      <Table.Cell>
+                                        <Text fontWeight="fontWeightMedium">{fieldId}</Text>
+                                      </Table.Cell>
+                                      <Table.Cell>
+                                        <Text fontColor="gray600" fontSize="fontSizeS">
+                                          {locale}
+                                        </Text>
+                                      </Table.Cell>
+                                      <Table.Cell>
+                                        <Text
+                                          fontSize="fontSizeS"
+                                          style={{
+                                            wordBreak: 'break-word',
+                                            whiteSpace: 'pre-wrap',
+                                            fontFamily: 'monospace',
+                                          }}>
+                                          {renderFieldValue(value)}
+                                        </Text>
+                                      </Table.Cell>
+                                    </Table.Row>
+                                  ));
+                                })}
+                              </Table.Body>
+                            </Table>
+                          </Box>
+                        </Flex>
+                      </Box>
+                    ))}
+                  </Flex>
+                </Card>
+              ))}
+            </Flex>
+          </Modal.Content>
+          <Modal.Controls>
+            <Button variant="secondary" onClick={handleClose} isDisabled={isSubmitting}>
+              Cancel
+            </Button>
+            <Button
+              variant="positive"
+              onClick={handleConfirm}
+              isDisabled={isSubmitting || totalEntries === 0}
+              isLoading={isSubmitting}>
+              {isSubmitting ? 'Creating Entries...' : 'Create Entries'}
+            </Button>
+          </Modal.Controls>
+        </>
+      )}
+    </Modal>
+  );
+};
diff --git a/apps/google-docs/src/hooks/useDocumentSubmission.ts b/apps/google-docs/src/hooks/useDocumentSubmission.ts
index 5d483890af..ac619851e2 100644
--- a/apps/google-docs/src/hooks/useDocumentSubmission.ts
+++ b/apps/google-docs/src/hooks/useDocumentSubmission.ts
@@ -1,10 +1,6 @@
 import { useState, useCallback } from 'react';
 import { PageAppSDK } from '@contentful/app-sdk';
-import {
-  analyzeContentTypesAction,
-  createEntriesFromDocumentAction,
-  processDocumentAction,
-} from '../utils/appActionUtils';
+import { analyzeContentTypesAction, processDocumentAction } from '../utils/appActionUtils';
 import { ERROR_MESSAGES, SUCCESS_MESSAGES } from '../constants/messages';
 
 interface UseDocumentSubmissionReturn {
@@ -77,8 +73,7 @@ export const useDocumentSubmission = (
         );
         console.log('processDocumentResponse', processDocumentResponse);
 
-        setResult([analyzeContentTypesResponse, processDocumentResponse]);
-        setSuccessMessage(SUCCESS_MESSAGES.ENTRIES_CREATED);
+        setResult(processDocumentResponse);
       } catch (error) {
         setErrorMessage(error instanceof Error ? error.message : ERROR_MESSAGES.SUBMISSION_FAILED);
       } finally {
diff --git a/apps/google-docs/src/hooks/useModalManagement.ts b/apps/google-docs/src/hooks/useModalManagement.ts
index 91a1062aac..a06b0d95a8 100644
--- a/apps/google-docs/src/hooks/useModalManagement.ts
+++ b/apps/google-docs/src/hooks/useModalManagement.ts
@@ -4,24 +4,28 @@ interface ModalStates {
   isUploadModalOpen: boolean;
   isContentTypePickerOpen: boolean;
   isConfirmCancelModalOpen: boolean;
+  isPreviewModalOpen: boolean;
 }
 
 interface ModalSetters {
   setIsUploadModalOpen: (value: boolean) => void;
   setIsContentTypePickerOpen: (value: boolean) => void;
   setIsConfirmCancelModalOpen: (value: boolean) => void;
+  setIsPreviewModalOpen: (value: boolean) => void;
 }
 
 export enum ModalType {
   UPLOAD = 'upload',
   CONTENT_TYPE_PICKER = 'contentTypePicker',
   CONFIRM_CANCEL = 'confirmCancel',
+  PREVIEW = 'preview',
 }
 
 export const useModalManagement = () => {
   const [isUploadModalOpen, setIsUploadModalOpen] = useState<boolean>(false);
   const [isContentTypePickerOpen, setIsContentTypePickerOpen] = useState<boolean>(false);
   const [isConfirmCancelModalOpen, setIsConfirmCancelModalOpen] = useState<boolean>(false);
+  const [isPreviewModalOpen, setIsPreviewModalOpen] = useState<boolean>(false);
 
   const openModal = (modalType: ModalType) => {
     switch (modalType) {
@@ -34,6 +38,9 @@ export const useModalManagement = () => {
       case ModalType.CONFIRM_CANCEL:
         setIsConfirmCancelModalOpen(true);
         break;
+      case ModalType.PREVIEW:
+        setIsPreviewModalOpen(true);
+        break;
     }
   };
 
@@ -48,6 +55,9 @@ export const useModalManagement = () => {
       case ModalType.CONFIRM_CANCEL:
         setIsConfirmCancelModalOpen(false);
         break;
+      case ModalType.PREVIEW:
+        setIsPreviewModalOpen(false);
+        break;
     }
   };
 
@@ -56,11 +66,13 @@ export const useModalManagement = () => {
       isUploadModalOpen,
       isContentTypePickerOpen,
       isConfirmCancelModalOpen,
+      isPreviewModalOpen,
     } as ModalStates,
     setModalStates: {
       setIsUploadModalOpen,
       setIsContentTypePickerOpen,
       setIsConfirmCancelModalOpen,
+      setIsPreviewModalOpen,
     } as ModalSetters,
     openModal,
     closeModal,
diff --git a/apps/google-docs/src/locations/Page.tsx b/apps/google-docs/src/locations/Page.tsx
index 653e5a1d00..2a421a2bcc 100644
--- a/apps/google-docs/src/locations/Page.tsx
+++ b/apps/google-docs/src/locations/Page.tsx
@@ -12,11 +12,14 @@ import { useModalManagement, ModalType } from '../hooks/useModalManagement';
 import { useProgressTracking } from '../hooks/useProgressTracking';
 import { useDocumentSubmission } from '../hooks/useDocumentSubmission';
 import SelectDocumentModal from '../components/page/SelectDocumentModal';
+import { ViewPreviewModal } from '../components/page/ViewPreviewModal';
+import { createEntriesAction } from '../utils/appActionUtils';
 
 const Page = () => {
   const sdk = useSDK<PageAppSDK>();
   const { modalStates, openModal, closeModal } = useModalManagement();
   const [oauthToken, setOauthToken] = useState<string>('');
+  const [isCreatingEntries, setIsCreatingEntries] = useState<boolean>(false);
   const {
     hasStarted,
     setHasStarted,
@@ -113,16 +116,60 @@ const Page = () => {
     await submit(ids);
   };
 
-  // Close the ContentTypePickerModal when submission completes
+  const handlePreviewModalConfirm = async (contentTypes: SelectedContentType[]) => {
+    const entries = result?.sys?.result?.entries;
+
+    if (!entries || entries.length === 0) {
+      sdk.notifier.error('No entries to create');
+      return;
+    }
+
+    setIsCreatingEntries(true);
+    try {
+      const ids = contentTypes.map((ct) => ct.id);
+      const entryResult: any = await createEntriesAction(sdk, entries, ids);
+
+      if (entryResult.errorCount > 0) {
+        sdk.notifier.warning(
+          `Created ${entryResult.createdCount} entries with ${entryResult.errorCount} errors`
+        );
+        console.error('Entry creation errors:', entryResult.errors);
+      } else {
+        sdk.notifier.success(`Successfully created ${entryResult.createdCount} entries`);
+      }
+
+      // Close the preview modal and reset progress after creating entries
+      closeModal(ModalType.PREVIEW);
+      resetProgress();
+    } catch (error) {
+      const errorMessage = error instanceof Error ? error.message : 'Unknown error occurred';
+      sdk.notifier.error(`Failed to create entries: ${errorMessage}`);
+      console.error('Entry creation failed:', error);
+    } finally {
+      setIsCreatingEntries(false);
+    }
+  };
+
+  // Close the ContentTypePickerModal when submission completes and open preview modal
   useEffect(() => {
     const submissionJustCompleted = prevIsSubmittingRef.current && !isSubmitting;
 
     if (submissionJustCompleted && modalStates.isContentTypePickerOpen) {
+      console.log('Document processing completed, result:', result);
       closeModal(ModalType.CONTENT_TYPE_PICKER);
+
+      // Open preview modal if we have entries
+      const entries = result?.sys?.result?.entries;
+      if (entries && entries.length > 0) {
+        console.log('Opening preview modal with', entries.length, 'entries');
+        openModal(ModalType.PREVIEW);
+      } else {
+        console.log('No entries to preview. Full result:', result);
+      }
     }
 
     prevIsSubmittingRef.current = isSubmitting;
-  }, [isSubmitting, modalStates.isContentTypePickerOpen, closeModal]);
+  }, [isSubmitting, modalStates.isContentTypePickerOpen, closeModal, openModal, result]);
 
   // Show getting started page if not started yet
   if (!hasStarted) {
@@ -157,50 +204,14 @@ const Page = () => {
         onConfirm={handleConfirmCancel}
         onCancel={handleKeepCreating}
       />
-      {(result || successMessage || errorMessage) && (
-        <Layout variant="fullscreen" withBoxShadow={true} offsetTop={10}>
-          <Layout.Body>
-            <Box padding="spacing2Xl">
-              <Card padding="large" style={{ maxWidth: '900px', margin: '0 auto' }}>
-                {successMessage && <Note variant="positive">{successMessage}</Note>}
-                {errorMessage && <Note variant="negative">{errorMessage}</Note>}
-
-                {result && (
-                  <Box marginTop="spacingM">
-                    <Heading as="h3" marginBottom="spacingS">
-                      Response
-                    </Heading>
-                    <Box
-                      as="pre"
-                      style={{
-                        maxHeight: '300px',
-                        overflow: 'auto',
-                        fontFamily: 'monospace',
-                        fontSize: '12px',
-                        whiteSpace: 'pre-wrap',
-                        wordBreak: 'break-word',
-                        margin: 0,
-                        background: '#f7f9fa',
-                        padding: '12px',
-                        borderRadius: '4px',
-                      }}>
-                      {JSON.stringify(result, null, 2)}
-                    </Box>
-                  </Box>
-                )}
-
-                <Button
-                  variant="secondary"
-                  size="small"
-                  onClick={resetProgress}
-                  style={{ marginTop: '12px' }}>
-                  Start over
-                </Button>
-              </Card>
-            </Box>
-          </Layout.Body>
-        </Layout>
-      )}
+
+      <ViewPreviewModal
+        isOpen={modalStates.isPreviewModalOpen}
+        onClose={() => closeModal(ModalType.PREVIEW)}
+        entries={result?.sys?.result?.entries || null}
+        onConfirm={() => handlePreviewModalConfirm(selectedContentTypes)}
+        isSubmitting={isCreatingEntries}
+      />
     </>
   );
 };
diff --git a/apps/google-docs/src/utils/appActionUtils.ts b/apps/google-docs/src/utils/appActionUtils.ts
index 7f7d47f520..c88531a75e 100644
--- a/apps/google-docs/src/utils/appActionUtils.ts
+++ b/apps/google-docs/src/utils/appActionUtils.ts
@@ -1,5 +1,6 @@
 import { PageAppSDK, ConfigAppSDK } from '@contentful/app-sdk';
 import { parseDocument } from '../../functions/utils/documentValidationUtils';
+import { EntryToCreate } from '../../functions/agents/documentParserAgent/schema';
 
 /**
  * Fetches the app action ID by name from the current environment
@@ -102,6 +103,21 @@ export const processDocumentAction = async (
   });
 };
 
+/**
+ * Creates entries in Contentful from parsed document data
+ * @param sdk - The Contentful SDK instance
+ * @param entries - Array of entries to create
+ * @param contentTypeIds - Array of content type IDs used in the entries
+ * @returns Creation result with created entries and errors
+ */
+export const createEntriesAction = async (
+  sdk: PageAppSDK | ConfigAppSDK,
+  entries: EntryToCreate[],
+  contentTypeIds: string[]
+) => {
+  return callAppAction(sdk, 'createEntries', { entries, contentTypeIds });
+};
+
 /**
  * @deprecated Use processDocumentAction instead
  */

From a713f51c78be92b67cf278378e51d8323e1b360a Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Thu, 18 Dec 2025 14:31:32 -0700
Subject: [PATCH 12/16] cleanup + rename preview function

---
 apps/google-docs/contentful-app-manifest.json | 10 ++---
 .../handlers/createEntriesHandler.ts          |  1 -
 ...essDocument.ts => createPreviewHandler.ts} | 31 ++++---------
 .../google-docs/functions/oauth/disconnect.ts |  6 +--
 .../functions/oauth/initiateOauth.ts          |  2 +-
 .../functions/{types => oauth}/oauth.types.ts |  0
 .../utils/documentValidationUtils.ts          | 43 -------------------
 .../src/hooks/useDocumentSubmission.ts        |  4 +-
 apps/google-docs/src/utils/appActionUtils.ts  |  7 ++-
 9 files changed, 20 insertions(+), 84 deletions(-)
 rename apps/google-docs/functions/handlers/{processDocument.ts => createPreviewHandler.ts} (58%)
 rename apps/google-docs/functions/{types => oauth}/oauth.types.ts (100%)
 delete mode 100644 apps/google-docs/functions/utils/documentValidationUtils.ts

diff --git a/apps/google-docs/contentful-app-manifest.json b/apps/google-docs/contentful-app-manifest.json
index 645f266d4a..e9178bcf4f 100644
--- a/apps/google-docs/contentful-app-manifest.json
+++ b/apps/google-docs/contentful-app-manifest.json
@@ -22,11 +22,11 @@
   },
   "functions": [
     {
-      "id": "processDocument",
-      "name": "Process Document",
-      "description": "Processes a Google Doc and returns entry drafts",
-      "path": "functions/handlers/processDocument.js",
-      "entryFile": "functions/handlers/processDocument.ts",
+      "id": "createPreview",
+      "name": "Create Preview",
+      "description": "Parses the Google Doc and creates preview entries",
+      "path": "functions/handlers/createPreviewHandler.js",
+      "entryFile": "functions/handlers/createPreviewHandler.ts",
       "allowNetworks": [
         "https://api.openai.com",
         "*.googleapis.com",
diff --git a/apps/google-docs/functions/handlers/createEntriesHandler.ts b/apps/google-docs/functions/handlers/createEntriesHandler.ts
index d164f362a2..6257be1b97 100644
--- a/apps/google-docs/functions/handlers/createEntriesHandler.ts
+++ b/apps/google-docs/functions/handlers/createEntriesHandler.ts
@@ -3,7 +3,6 @@ import { createEntries } from '../service/entryService';
 import { initContentfulManagementClient } from '../service/initCMAClient';
 import { EntryToCreate } from '../agents/documentParserAgent/schema';
 import { FunctionTypeEnum, FunctionEventContext } from '@contentful/node-apps-toolkit';
-import { ProcessDocumentParameters } from './processDocument';
 
 interface CreateEntriesParameters {
   entries: EntryToCreate[];
diff --git a/apps/google-docs/functions/handlers/processDocument.ts b/apps/google-docs/functions/handlers/createPreviewHandler.ts
similarity index 58%
rename from apps/google-docs/functions/handlers/processDocument.ts
rename to apps/google-docs/functions/handlers/createPreviewHandler.ts
index 783f0d936b..864e31204e 100644
--- a/apps/google-docs/functions/handlers/processDocument.ts
+++ b/apps/google-docs/functions/handlers/createPreviewHandler.ts
@@ -4,16 +4,13 @@ import type {
   FunctionTypeEnum,
   AppActionRequest,
 } from '@contentful/node-apps-toolkit';
-import { ContentTypeProps } from 'contentful-management';
 import { analyzeDocumentWithAgent } from '../agents/documentParserAgent/documentParser.agent';
 import { fetchContentTypes } from '../service/contentTypeService';
 import { initContentfulManagementClient } from '../service/initCMAClient';
 
-import { parseDocument, validateDocument } from '../utils/documentValidationUtils';
-
-export type ProcessDocumentParameters = {
+export type CreatePreviewParameters = {
   contentTypeIds: string[];
-  documentId: string; // JSON document from Google Docs API or test data
+  documentId: string;
   oauthToken: string;
 };
 
@@ -22,28 +19,22 @@ interface AppInstallationParameters {
 }
 
 /**
- * App Action: Process Document
+ * Create Preview
  *
- * Processes a Google Doc and creates Contentful entries based on the document structure
- * and the provided content types. This function focuses solely on document processing
- * and entry creation.
+ * Processes a Google Doc and creates preview entries based on the document structure
+ * and the provided content types.
  *
- * Note: Content type analysis should be done separately using the analyzeContentTypes
- * function to avoid timeout issues.
  */
 export const handler: FunctionEventHandler<
   FunctionTypeEnum.AppActionCall,
-  ProcessDocumentParameters
+  CreatePreviewParameters
 > = async (
-  event: AppActionRequest<'Custom', ProcessDocumentParameters>,
+  event: AppActionRequest<'Custom', CreatePreviewParameters>,
   context: FunctionEventContext
 ) => {
   const { contentTypeIds, documentId, oauthToken } = event.body;
   const { openAiApiKey } = context.appInstallationParameters as AppInstallationParameters;
 
-  // Validate inputs
-  validateDocument(documentId);
-
   if (!contentTypeIds || contentTypeIds.length === 0) {
     throw new Error('At least one content type ID is required');
   }
@@ -52,7 +43,7 @@ export const handler: FunctionEventHandler<
 
   const contentTypes = await fetchContentTypes(cma, new Set<string>(contentTypeIds));
 
-  // Process the document and create entries
+  // Process the document and create preview entries
   const aiDocumentResponse = await analyzeDocumentWithAgent({
     documentId,
     oauthToken,
@@ -60,12 +51,6 @@ export const handler: FunctionEventHandler<
     contentTypes,
   });
 
-  console.log('Document processing completed:', {
-    summary: aiDocumentResponse.summary,
-    totalEntries: aiDocumentResponse.totalEntries,
-    entries: aiDocumentResponse.entries,
-  });
-
   return {
     success: true,
     summary: aiDocumentResponse.summary,
diff --git a/apps/google-docs/functions/oauth/disconnect.ts b/apps/google-docs/functions/oauth/disconnect.ts
index 7392b86235..566e9b83e3 100644
--- a/apps/google-docs/functions/oauth/disconnect.ts
+++ b/apps/google-docs/functions/oauth/disconnect.ts
@@ -1,8 +1,4 @@
-import {
-  AppEventHandlerRequest,
-  AppEventHandlerResponse,
-  AppEventContext,
-} from '../types/oauth.types';
+import { AppEventHandlerRequest, AppEventHandlerResponse, AppEventContext } from './oauth.types';
 
 export const handler = async (
   event: AppEventHandlerRequest,
diff --git a/apps/google-docs/functions/oauth/initiateOauth.ts b/apps/google-docs/functions/oauth/initiateOauth.ts
index 425ac24b2a..71c58a5437 100644
--- a/apps/google-docs/functions/oauth/initiateOauth.ts
+++ b/apps/google-docs/functions/oauth/initiateOauth.ts
@@ -6,7 +6,7 @@ import {
   AppEventHandlerRequest,
   AppEventContext,
   AppEventHandlerResponse,
-} from './types/oauth.types';
+} from './oauth.types';
 
 export type OAuthSDK = {
   init: () => Promise<OAuthInitResponse>;
diff --git a/apps/google-docs/functions/types/oauth.types.ts b/apps/google-docs/functions/oauth/oauth.types.ts
similarity index 100%
rename from apps/google-docs/functions/types/oauth.types.ts
rename to apps/google-docs/functions/oauth/oauth.types.ts
diff --git a/apps/google-docs/functions/utils/documentValidationUtils.ts b/apps/google-docs/functions/utils/documentValidationUtils.ts
deleted file mode 100644
index b345036f9e..0000000000
--- a/apps/google-docs/functions/utils/documentValidationUtils.ts
+++ /dev/null
@@ -1,43 +0,0 @@
-/**
- * Parses a document parameter that may be a JSON string, URL, or object
- * @param document - The document to parse (string URL, JSON string, or object)
- * @returns The parsed document object
- * @throws Error if the document cannot be parsed
- */
-export function parseDocument(document: unknown): unknown {
-  // If already an object, return as-is
-  if (typeof document !== 'string') {
-    return document;
-  }
-
-  // Check if it's a URL (starts with http:// or https://)
-  if (document.startsWith('http://') || document.startsWith('https://')) {
-    throw new Error(
-      'Document URL provided but fetching from Google Docs API is not yet implemented. Please provide the document JSON object directly.'
-    );
-  }
-
-  // Try to parse as JSON
-  try {
-    return JSON.parse(document);
-  } catch (e) {
-    // Provide more helpful error message
-    const preview = document.substring(0, 100);
-    throw new Error(
-      `Failed to parse document as JSON. Document appears to be a string but is not valid JSON. ` +
-        `Preview: ${preview}${document.length > 100 ? '...' : ''}. ` +
-        `Error: ${e instanceof Error ? e.message : String(e)}`
-    );
-  }
-}
-
-/**
- * Validates that a document is provided
- * @param document - The document to validate
- * @throws Error if the document is null, undefined, or empty
- */
-export function validateDocument(document: unknown): void {
-  if (!document) {
-    throw new Error('Document is required');
-  }
-}
diff --git a/apps/google-docs/src/hooks/useDocumentSubmission.ts b/apps/google-docs/src/hooks/useDocumentSubmission.ts
index ac619851e2..06f9b76c22 100644
--- a/apps/google-docs/src/hooks/useDocumentSubmission.ts
+++ b/apps/google-docs/src/hooks/useDocumentSubmission.ts
@@ -1,6 +1,6 @@
 import { useState, useCallback } from 'react';
 import { PageAppSDK } from '@contentful/app-sdk';
-import { analyzeContentTypesAction, processDocumentAction } from '../utils/appActionUtils';
+import { analyzeContentTypesAction, createPreviewAction } from '../utils/appActionUtils';
 import { ERROR_MESSAGES, SUCCESS_MESSAGES } from '../constants/messages';
 
 interface UseDocumentSubmissionReturn {
@@ -65,7 +65,7 @@ export const useDocumentSubmission = (
         );
         console.log('analyzeContentTypesResponse', analyzeContentTypesResponse);
 
-        const processDocumentResponse = await processDocumentAction(
+        const processDocumentResponse = await createPreviewAction(
           sdk,
           contentTypeIds,
           documentId,
diff --git a/apps/google-docs/src/utils/appActionUtils.ts b/apps/google-docs/src/utils/appActionUtils.ts
index c88531a75e..78d0c0074f 100644
--- a/apps/google-docs/src/utils/appActionUtils.ts
+++ b/apps/google-docs/src/utils/appActionUtils.ts
@@ -1,5 +1,4 @@
 import { PageAppSDK, ConfigAppSDK } from '@contentful/app-sdk';
-import { parseDocument } from '../../functions/utils/documentValidationUtils';
 import { EntryToCreate } from '../../functions/agents/documentParserAgent/schema';
 
 /**
@@ -90,13 +89,13 @@ export const analyzeContentTypesAction = async (
  * @param document - The document to process (JSON object or string)
  * @returns Processing result from the app action
  */
-export const processDocumentAction = async (
+export const createPreviewAction = async (
   sdk: PageAppSDK | ConfigAppSDK,
   contentTypeIds: string[],
   documentId: string,
   oauthToken: string
 ) => {
-  return callAppAction(sdk, 'processDocument', {
+  return callAppAction(sdk, 'createPreview', {
     contentTypeIds,
     documentId,
     oauthToken,
@@ -121,4 +120,4 @@ export const createEntriesAction = async (
 /**
  * @deprecated Use processDocumentAction instead
  */
-export const createEntriesFromDocumentAction = processDocumentAction;
+export const createEntriesFromDocumentAction = createPreviewAction;

From 2ab39257a8d85f4b6c372d9c604bc778145c3697 Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Thu, 18 Dec 2025 14:32:00 -0700
Subject: [PATCH 13/16] cleanup

---
 apps/google-docs/src/utils/appActionUtils.ts | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/apps/google-docs/src/utils/appActionUtils.ts b/apps/google-docs/src/utils/appActionUtils.ts
index 78d0c0074f..118426665e 100644
--- a/apps/google-docs/src/utils/appActionUtils.ts
+++ b/apps/google-docs/src/utils/appActionUtils.ts
@@ -116,8 +116,3 @@ export const createEntriesAction = async (
 ) => {
   return callAppAction(sdk, 'createEntries', { entries, contentTypeIds });
 };
-
-/**
- * @deprecated Use processDocumentAction instead
- */
-export const createEntriesFromDocumentAction = createPreviewAction;

From b2666c16227580f473b1ac92d2a226f0dd7b6027 Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Thu, 18 Dec 2025 14:34:47 -0700
Subject: [PATCH 14/16] chore: delete test docs

---
 .../Doc_1_Basic_Structure_Test.json           | 2543 ------
 .../Doc_2_Rich_Text_Formatting_Test.json      | 3474 --------
 ...Nested_Structures_And_References_Test.json | 2430 -----
 .../Doc_4_Media_Embeds_Test.json              | 2040 -----
 .../Doc_5_Bulk_Entry_Stress_Test.json         | 6435 --------------
 .../Doc_6_Multilingual_Test.json              | 1875 ----
 .../test_docs_json/Doc_7_Edge_Cases_Test.json | 5063 -----------
 .../Doc_8_DXP_benefits - Sample.json          | 7791 -----------------
 .../src/utils/test_docs_json/index.ts         |   26 -
 9 files changed, 31677 deletions(-)
 delete mode 100644 apps/google-docs/src/utils/test_docs_json/Doc_1_Basic_Structure_Test.json
 delete mode 100644 apps/google-docs/src/utils/test_docs_json/Doc_2_Rich_Text_Formatting_Test.json
 delete mode 100644 apps/google-docs/src/utils/test_docs_json/Doc_3_Nested_Structures_And_References_Test.json
 delete mode 100644 apps/google-docs/src/utils/test_docs_json/Doc_4_Media_Embeds_Test.json
 delete mode 100644 apps/google-docs/src/utils/test_docs_json/Doc_5_Bulk_Entry_Stress_Test.json
 delete mode 100644 apps/google-docs/src/utils/test_docs_json/Doc_6_Multilingual_Test.json
 delete mode 100644 apps/google-docs/src/utils/test_docs_json/Doc_7_Edge_Cases_Test.json
 delete mode 100644 apps/google-docs/src/utils/test_docs_json/Doc_8_DXP_benefits - Sample.json
 delete mode 100644 apps/google-docs/src/utils/test_docs_json/index.ts

diff --git a/apps/google-docs/src/utils/test_docs_json/Doc_1_Basic_Structure_Test.json b/apps/google-docs/src/utils/test_docs_json/Doc_1_Basic_Structure_Test.json
deleted file mode 100644
index ccb5969cbf..0000000000
--- a/apps/google-docs/src/utils/test_docs_json/Doc_1_Basic_Structure_Test.json
+++ /dev/null
@@ -1,2543 +0,0 @@
-{
-    "documentId": "12ohHh1SR47s-hm2lRtwK0NY-cRi_Nc6coAIrb9vylOM",
-    "suggestionsViewMode": "PREVIEW_WITHOUT_SUGGESTIONS",
-    "tabs": [
-        {
-            "documentTab": {
-                "body": {
-                    "content": [
-                        {
-                            "endIndex": 1,
-                            "sectionBreak": {
-                                "sectionStyle": {
-                                    "columnSeparatorStyle": "NONE",
-                                    "contentDirection": "LEFT_TO_RIGHT",
-                                    "sectionType": "CONTINUOUS"
-                                }
-                            }
-                        },
-                        {
-                            "endIndex": 40,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 40,
-                                        "startIndex": 1,
-                                        "textRun": {
-                                            "content": "Document Import \u2014 Basic Structure Test\n",
-                                            "textStyle": {}
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "HEADING_1"
-                                }
-                            },
-                            "startIndex": 1
-                        },
-                        {
-                            "endIndex": 49,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 49,
-                                        "startIndex": 40,
-                                        "textRun": {
-                                            "content": "Overview\n",
-                                            "textStyle": {}
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "HEADING_2"
-                                }
-                            },
-                            "startIndex": 40
-                        },
-                        {
-                            "endIndex": 312,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 312,
-                                        "startIndex": 49,
-                                        "textRun": {
-                                            "content": "This document is designed to validate that the document importer correctly identifies and parses basic content structures including headings, paragraphs, and list items. The expected result is that all elements are represented as structured fields in Contentful.\n",
-                                            "textStyle": {}
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "NORMAL_TEXT"
-                                }
-                            },
-                            "startIndex": 49
-                        },
-                        {
-                            "endIndex": 329,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 329,
-                                        "startIndex": 312,
-                                        "textRun": {
-                                            "content": "Headings Example\n",
-                                            "textStyle": {}
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "HEADING_2"
-                                }
-                            },
-                            "startIndex": 312
-                        },
-                        {
-                            "endIndex": 422,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 422,
-                                        "startIndex": 329,
-                                        "textRun": {
-                                            "content": "Below is a nested heading example to ensure the importer recognizes hierarchical structures.\n",
-                                            "textStyle": {}
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "NORMAL_TEXT"
-                                }
-                            },
-                            "startIndex": 329
-                        },
-                        {
-                            "endIndex": 441,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 441,
-                                        "startIndex": 422,
-                                        "textRun": {
-                                            "content": "Subsection Example\n",
-                                            "textStyle": {}
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "HEADING_3"
-                                }
-                            },
-                            "startIndex": 422
-                        },
-                        {
-                            "endIndex": 502,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 502,
-                                        "startIndex": 441,
-                                        "textRun": {
-                                            "content": "This subsection demonstrates heading depth beyond level two.\n",
-                                            "textStyle": {}
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "NORMAL_TEXT"
-                                }
-                            },
-                            "startIndex": 441
-                        },
-                        {
-                            "endIndex": 521,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 521,
-                                        "startIndex": 502,
-                                        "textRun": {
-                                            "content": "Paragraph Examples\n",
-                                            "textStyle": {}
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "HEADING_2"
-                                }
-                            },
-                            "startIndex": 502
-                        },
-                        {
-                            "endIndex": 615,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 615,
-                                        "startIndex": 521,
-                                        "textRun": {
-                                            "content": "This is a normal paragraph with a few sentences. The quick brown fox jumps over the lazy dog.\n",
-                                            "textStyle": {}
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "NORMAL_TEXT"
-                                }
-                            },
-                            "startIndex": 521
-                        },
-                        {
-                            "endIndex": 743,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 743,
-                                        "startIndex": 615,
-                                        "textRun": {
-                                            "content": "This is another paragraph meant to simulate multiple blocks of text. Each should appear as a separate content node when parsed.\n",
-                                            "textStyle": {}
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "NORMAL_TEXT"
-                                }
-                            },
-                            "startIndex": 615
-                        },
-                        {
-                            "endIndex": 765,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 765,
-                                        "startIndex": 743,
-                                        "textRun": {
-                                            "content": "Bulleted List Example\n",
-                                            "textStyle": {}
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "HEADING_2"
-                                }
-                            },
-                            "startIndex": 743
-                        },
-                        {
-                            "endIndex": 772,
-                            "paragraph": {
-                                "bullet": {
-                                    "listId": "kix.list.1",
-                                    "textStyle": {}
-                                },
-                                "elements": [
-                                    {
-                                        "endIndex": 772,
-                                        "startIndex": 765,
-                                        "textRun": {
-                                            "content": "Apples\n",
-                                            "textStyle": {
-                                                "backgroundColor": {},
-                                                "baselineOffset": "NONE",
-                                                "bold": false,
-                                                "fontSize": {
-                                                    "magnitude": 11,
-                                                    "unit": "PT"
-                                                },
-                                                "foregroundColor": {
-                                                    "color": {
-                                                        "rgbColor": {}
-                                                    }
-                                                },
-                                                "italic": false,
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diff --git a/apps/google-docs/src/utils/test_docs_json/Doc_2_Rich_Text_Formatting_Test.json b/apps/google-docs/src/utils/test_docs_json/Doc_2_Rich_Text_Formatting_Test.json
deleted file mode 100644
index dda05c28b4..0000000000
--- a/apps/google-docs/src/utils/test_docs_json/Doc_2_Rich_Text_Formatting_Test.json
+++ /dev/null
@@ -1,3474 +0,0 @@
-{
-    "documentId": "1Ufzr1TNu5SPEbrKHqPW_GA7iTH0A6jqB2FH5vaIHfcg",
-    "revisionId": "AOuX7-bW88EH4C0h-4f72CtHsTHW3qibgy7XhqIc72dtpwcXOu4OML5YwdE6x1QPwqy90OMMtCceqJE0i4IPSw",
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-                    "content": [
-                        {
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-                            "sectionBreak": {
-                                "sectionStyle": {
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-                                    "contentDirection": "LEFT_TO_RIGHT",
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-                            "paragraph": {
-                                "elements": [
-                                    {
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-                                            "content": "Document Import \u2014 Rich Text Formatting Test\n",
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-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
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-                        },
-                        {
-                            "endIndex": 54,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 54,
-                                        "startIndex": 45,
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-                                            "content": "Overview\n",
-                                            "textStyle": {}
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-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "HEADING_2"
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-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 327,
-                                        "startIndex": 54,
-                                        "textRun": {
-                                            "content": "This document is designed to validate that the document importer accurately preserves and represents rich text formatting such as bold, italic, underline, and combinations thereof. The goal is to ensure all style data is correctly parsed into the structured content model.\n",
-                                            "textStyle": {}
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "NORMAL_TEXT"
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-                        {
-                            "endIndex": 347,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 347,
-                                        "startIndex": 327,
-                                        "textRun": {
-                                            "content": "Formatting Examples\n",
-                                            "textStyle": {}
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-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "HEADING_2"
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-                            "startIndex": 327
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-                        {
-                            "endIndex": 413,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 371,
-                                        "startIndex": 347,
-                                        "textRun": {
-                                            "content": "This sentence contains \u000b",
-                                            "textStyle": {}
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-                                    },
-                                    {
-                                        "endIndex": 375,
-                                        "startIndex": 371,
-                                        "textRun": {
-                                            "content": "bold",
-                                            "textStyle": {
-                                                "bold": true
-                                            }
-                                        }
-                                    },
-                                    {
-                                        "endIndex": 377,
-                                        "startIndex": 375,
-                                        "textRun": {
-                                            "content": ", ",
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-                                    },
-                                    {
-                                        "endIndex": 383,
-                                        "startIndex": 377,
-                                        "textRun": {
-                                            "content": "italic",
-                                            "textStyle": {
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-                                    },
-                                    {
-                                        "endIndex": 389,
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-                                        "textRun": {
-                                            "content": ", and ",
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-                                    {
-                                        "endIndex": 399,
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-                                        "textRun": {
-                                            "content": "underlined",
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-                                    {
-                                        "endIndex": 413,
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-                                        "textRun": {
-                                            "content": " text styles.\n",
-                                            "textStyle": {}
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-                                    "namedStyleType": "NORMAL_TEXT"
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-                                        "textRun": {
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-                                            "textStyle": {}
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-                                    "direction": "LEFT_TO_RIGHT",
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-                                            "content": "Combined Formatting Examples\n",
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-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "HEADING_2"
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-                            "paragraph": {
-                                "elements": [
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-                                        "endIndex": 597,
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-                                        "textRun": {
-                                            "content": "This text is bold and italic. ",
-                                            "textStyle": {
-                                                "bold": true,
-                                                "italic": true
-                                            }
-                                        }
-                                    },
-                                    {
-                                        "endIndex": 630,
-                                        "startIndex": 597,
-                                        "textRun": {
-                                            "content": "This text is underlined and bold.",
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-                                                "underline": true
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diff --git a/apps/google-docs/src/utils/test_docs_json/Doc_3_Nested_Structures_And_References_Test.json b/apps/google-docs/src/utils/test_docs_json/Doc_3_Nested_Structures_And_References_Test.json
deleted file mode 100644
index 5ce9e0758a..0000000000
--- a/apps/google-docs/src/utils/test_docs_json/Doc_3_Nested_Structures_And_References_Test.json
+++ /dev/null
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diff --git a/apps/google-docs/src/utils/test_docs_json/Doc_4_Media_Embeds_Test.json b/apps/google-docs/src/utils/test_docs_json/Doc_4_Media_Embeds_Test.json
deleted file mode 100644
index 178a526341..0000000000
--- a/apps/google-docs/src/utils/test_docs_json/Doc_4_Media_Embeds_Test.json
+++ /dev/null
@@ -1,2040 +0,0 @@
-{
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-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 37,
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-                                "elements": [
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-                                        "endIndex": 349,
-                                        "startIndex": 46,
-                                        "textRun": {
-                                            "content": "This document is intended to validate that the importer correctly identifies and processes embedded media elements such as images, captions, and external media embeds (e.g., YouTube videos or Google Drawings). The goal is to ensure that media objects are imported with correct metadata and positioning.\n",
-                                            "textStyle": {}
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-                                "elements": [
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-                                        "endIndex": 364,
-                                        "startIndex": 349,
-                                        "textRun": {
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-                                            "textStyle": {}
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-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "HEADING_2"
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-                                        "endIndex": 563,
-                                        "startIndex": 364,
-                                        "textRun": {
-                                            "content": "Below are placeholder references for images that should be tested during the import process. Replace these descriptions with actual image inserts in the Google Docs version to validate asset import.\n",
-                                            "textStyle": {}
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-                                        "startIndex": 591,
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-                                            "content": "This section contains text placeholders for external embeds. When converting to Google Docs, actual embedded content should be inserted for testing.\n",
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-                "tabId": "t.0",
-                "title": "Tab 1"
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-    "title": "Doc_4_Media_Embeds_Test"
-}
\ No newline at end of file
diff --git a/apps/google-docs/src/utils/test_docs_json/Doc_5_Bulk_Entry_Stress_Test.json b/apps/google-docs/src/utils/test_docs_json/Doc_5_Bulk_Entry_Stress_Test.json
deleted file mode 100644
index 89106e2445..0000000000
--- a/apps/google-docs/src/utils/test_docs_json/Doc_5_Bulk_Entry_Stress_Test.json
+++ /dev/null
@@ -1,6435 +0,0 @@
-{
-    "documentId": "1TVfsjJIphBnMi0qNFCJzZ1boCS0H0YZymA2H0gC6UKs",
-    "suggestionsViewMode": "PREVIEW_WITHOUT_SUGGESTIONS",
-    "tabs": [
-        {
-            "documentTab": {
-                "body": {
-                    "content": [
-                        {
-                            "endIndex": 1,
-                            "sectionBreak": {
-                                "sectionStyle": {
-                                    "columnSeparatorStyle": "NONE",
-                                    "contentDirection": "LEFT_TO_RIGHT",
-                                    "sectionType": "CONTINUOUS"
-                                }
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-                        },
-                        {
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-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 42,
-                                        "startIndex": 1,
-                                        "textRun": {
-                                            "content": "Document Import \u2014 Bulk Entry Stress Test\n",
-                                            "textStyle": {}
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "HEADING_1"
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-                            "startIndex": 1
-                        },
-                        {
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-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 51,
-                                        "startIndex": 42,
-                                        "textRun": {
-                                            "content": "Overview\n",
-                                            "textStyle": {}
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "HEADING_2"
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-                            "startIndex": 42
-                        },
-                        {
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-                            "paragraph": {
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-                                    {
-                                        "endIndex": 302,
-                                        "startIndex": 51,
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-                                            "content": "This document is designed to test the importer's ability to handle large-scale document parsing, specifically to validate rate-limit management and pagination logic. It contains over 100 heading-and-paragraph pairs to simulate heavy import workloads.\n",
-                                            "textStyle": {}
-                                        }
-                                    }
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-                                "paragraphStyle": {
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\ No newline at end of file
diff --git a/apps/google-docs/src/utils/test_docs_json/Doc_6_Multilingual_Test.json b/apps/google-docs/src/utils/test_docs_json/Doc_6_Multilingual_Test.json
deleted file mode 100644
index 2ff02e069e..0000000000
--- a/apps/google-docs/src/utils/test_docs_json/Doc_6_Multilingual_Test.json
+++ /dev/null
@@ -1,1875 +0,0 @@
-{
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-                                            "content": "Document Import \u2014 Multilingual Test\n",
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-                                            "content": "This document tests the importer's ability to handle multiple languages and encodings within a single document. It includes content in English, French, Spanish, Japanese, and Arabic. The importer must preserve text direction, special characters, and Unicode formatting accurately.\n",
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-                                            "content": "Hello! This is an English paragraph meant to validate basic Latin character import.\n",
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-                                            "content": "Section Fran\u00e7aise\n",
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-                                            "content": "Secci\u00f3n en Espa\u00f1ol\n",
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-                                            "content": "\u00a1Hola! Este es un p\u00e1rrafo en espa\u00f1ol con signos de exclamaci\u00f3n invertidos y caracteres como \u00f1 y \u00e1.\n",
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diff --git a/apps/google-docs/src/utils/test_docs_json/Doc_7_Edge_Cases_Test.json b/apps/google-docs/src/utils/test_docs_json/Doc_7_Edge_Cases_Test.json
deleted file mode 100644
index b7c5178502..0000000000
--- a/apps/google-docs/src/utils/test_docs_json/Doc_7_Edge_Cases_Test.json
+++ /dev/null
@@ -1,5063 +0,0 @@
-{
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-                                        "textRun": {
-                                            "content": "This document is designed to test the importer\u2019s behavior with unusual or problematic inputs, including empty content, malformed structures, and special characters. The goal is to ensure the importer handles edge cases gracefully without errors.\n",
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-                                            "content": "Oversized Content Example\n",
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data data data data data data data data data data data data data data ' }\n",
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\ No newline at end of file
diff --git a/apps/google-docs/src/utils/test_docs_json/Doc_8_DXP_benefits - Sample.json b/apps/google-docs/src/utils/test_docs_json/Doc_8_DXP_benefits - Sample.json
deleted file mode 100644
index c40c90d553..0000000000
--- a/apps/google-docs/src/utils/test_docs_json/Doc_8_DXP_benefits - Sample.json	
+++ /dev/null
@@ -1,7791 +0,0 @@
-{
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-    "suggestionsViewMode": "PREVIEW_WITHOUT_SUGGESTIONS",
-    "tabs": [
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-            "documentTab": {
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-                    "content": [
-                        {
-                            "endIndex": 1,
-                            "sectionBreak": {
-                                "sectionStyle": {
-                                    "columnSeparatorStyle": "NONE",
-                                    "contentDirection": "LEFT_TO_RIGHT",
-                                    "sectionType": "CONTINUOUS"
-                                }
-                            }
-                        },
-                        {
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-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 2,
-                                        "startIndex": 1,
-                                        "textRun": {
-                                            "content": "\n",
-                                            "textStyle": {
-                                                "backgroundColor": {
-                                                    "color": {
-                                                        "rgbColor": {
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-                                                        }
-                                                    }
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-                                            }
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "NORMAL_TEXT",
-                                    "spacingMode": "NEVER_COLLAPSE"
-                                }
-                            },
-                            "startIndex": 1
-                        },
-                        {
-                            "endIndex": 493,
-                            "startIndex": 2,
-                            "table": {
-                                "columns": 2,
-                                "rows": 6,
-                                "tableRows": [
-                                    {
-                                        "endIndex": 32,
-                                        "startIndex": 3,
-                                        "tableCells": [
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-                                                "content": [
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-                                                        "endIndex": 8,
-                                                        "paragraph": {
-                                                            "elements": [
-                                                                {
-                                                                    "endIndex": 8,
-                                                                    "startIndex": 5,
-                                                                    "textRun": {
-                                                                        "content": "KW\n",
-                                                                        "textStyle": {}
-                                                                    }
-                                                                }
-                                                            ],
-                                                            "paragraphStyle": {
-                                                                "direction": "LEFT_TO_RIGHT",
-                                                                "lineSpacing": 120.00001,
-                                                                "namedStyleType": "NORMAL_TEXT",
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-                                                        "paragraph": {
-                                                            "elements": [
-                                                                {
-                                                                    "endIndex": 9,
-                                                                    "startIndex": 8,
-                                                                    "textRun": {
-                                                                        "content": "\n",
-                                                                        "textStyle": {}
-                                                                    }
-                                                                }
-                                                            ],
-                                                            "paragraphStyle": {
-                                                                "direction": "LEFT_TO_RIGHT",
-                                                                "namedStyleType": "NORMAL_TEXT",
-                                                                "spacingMode": "NEVER_COLLAPSE"
-                                                            }
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-                                                        "startIndex": 8
-                                                    }
-                                                ],
-                                                "endIndex": 9,
-                                                "startIndex": 4,
-                                                "tableCellStyle": {
-                                                    "borderBottom": {
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-                                                            "color": {
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-                                                                    "textRun": {
-                                                                        "content": "benefits of dxp (10)\n",
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-                                    "indentStart": {
-                                        "magnitude": 36,
-                                        "unit": "PT"
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-                                    "namedStyleType": "NORMAL_TEXT",
-                                    "spaceAbove": {
-                                        "magnitude": 12,
-                                        "unit": "PT"
-                                    },
-                                    "spaceBelow": {
-                                        "magnitude": 12,
-                                        "unit": "PT"
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-                                }
-                            },
-                            "startIndex": 1327
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-                            "endIndex": 1676,
-                            "paragraph": {
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-                                        "endIndex": 1477,
-                                        "startIndex": 1453,
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-                                            "content": "Future-Ready/Innovation:",
-                                            "textStyle": {
-                                                "bold": true
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-                                        "endIndex": 1676,
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-                                            "content": " Incorporate subtle elements that suggest innovation and readiness for future technologies like AI. This could be a faint futuristic glow, abstract data streams, or a hint of AI-related iconography.\n",
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-                                "paragraphStyle": {
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-                                        "magnitude": 18,
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-                                    "indentStart": {
-                                        "magnitude": 36,
-                                        "unit": "PT"
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-                                        "magnitude": 12,
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-                                        "magnitude": 12,
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-                            "startIndex": 1453
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-                            "endIndex": 1691,
-                            "paragraph": {
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-                                        "endIndex": 1691,
-                                        "startIndex": 1676,
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-                                            "content": "Color Palette:\n",
-                                            "textStyle": {
-                                                "bold": true
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-                            "endIndex": 1927,
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-                                        "endIndex": 1927,
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-                                            "content": "Consider a modern, professional, and slightly vibrant color palette that reflects innovation and growth. Avoid overly corporate or dull colors. Perhaps a primary brand color with complementary secondary colors for the modular elements.\n",
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-                                "paragraphStyle": {
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-                                    "indentFirstLine": {
-                                        "magnitude": 18,
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-                                    "indentStart": {
-                                        "magnitude": 36,
-                                        "unit": "PT"
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-                                    "namedStyleType": "NORMAL_TEXT",
-                                    "spaceAbove": {
-                                        "magnitude": 12,
-                                        "unit": "PT"
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-                                    "spaceBelow": {
-                                        "magnitude": 12,
-                                        "unit": "PT"
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-                            "startIndex": 1691
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-                            "endIndex": 1942,
-                            "paragraph": {
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-                                        "endIndex": 1942,
-                                        "startIndex": 1927,
-                                        "textRun": {
-                                            "content": "Imagery/Style:\n",
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-                                                "bold": true
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-                            "startIndex": 1927
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-                            "endIndex": 2067,
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-                                        "endIndex": 1961,
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-                                            "content": "Abstract and Clean:",
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-                                                "bold": true
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-                                        "endIndex": 2067,
-                                        "startIndex": 1961,
-                                        "textRun": {
-                                            "content": " Lean towards abstract, clean, and modern graphics rather than realistic or overly complex illustrations.\n",
-                                            "textStyle": {}
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-                                    "indentFirstLine": {
-                                        "magnitude": 18,
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-                                    "indentStart": {
-                                        "magnitude": 36,
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-                                        "magnitude": 12,
-                                        "unit": "PT"
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-                                    "spaceBelow": {
-                                        "magnitude": 12,
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-                            "startIndex": 1942
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-                            "endIndex": 2173,
-                            "paragraph": {
-                                "bullet": {
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-                                    "textStyle": {}
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-                                "elements": [
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-                                        "endIndex": 2087,
-                                        "startIndex": 2067,
-                                        "textRun": {
-                                            "content": "Dynamic Composition:",
-                                            "textStyle": {
-                                                "bold": true
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-                                        "endIndex": 2173,
-                                        "startIndex": 2087,
-                                        "textRun": {
-                                            "content": " Create a dynamic composition that draws the eye through the interconnected elements.\n",
-                                            "textStyle": {}
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-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
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-                                        "magnitude": 18,
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-                                    "indentStart": {
-                                        "magnitude": 36,
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-                                    "namedStyleType": "NORMAL_TEXT",
-                                    "spaceAbove": {
-                                        "magnitude": 12,
-                                        "unit": "PT"
-                                    },
-                                    "spaceBelow": {
-                                        "magnitude": 12,
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-                            "startIndex": 2067
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-                            "endIndex": 2279,
-                            "paragraph": {
-                                "bullet": {
-                                    "listId": "kix.yvnb3ezfmvk3",
-                                    "textStyle": {}
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-                                "elements": [
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-                                        "endIndex": 2186,
-                                        "startIndex": 2173,
-                                        "textRun": {
-                                            "content": "Subtle Depth:",
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-                                                "bold": true
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-                                        "endIndex": 2279,
-                                        "startIndex": 2186,
-                                        "textRun": {
-                                            "content": " Use subtle shadows or gradients to give the visual some depth without making it feel heavy.\n",
-                                            "textStyle": {}
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "indentFirstLine": {
-                                        "magnitude": 18,
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-                                    "indentStart": {
-                                        "magnitude": 36,
-                                        "unit": "PT"
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-                                    "namedStyleType": "NORMAL_TEXT",
-                                    "spaceAbove": {
-                                        "magnitude": 12,
-                                        "unit": "PT"
-                                    },
-                                    "spaceBelow": {
-                                        "magnitude": 12,
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-                            },
-                            "startIndex": 2173
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-                        {
-                            "endIndex": 2336,
-                            "paragraph": {
-                                "elements": [
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-                                        "endIndex": 2336,
-                                        "startIndex": 2279,
-                                        "textRun": {
-                                            "content": "Examples of Inspiration (Conceptual, not direct copies):\n",
-                                            "textStyle": {
-                                                "bold": true
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-                                        }
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-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
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-                            "startIndex": 2279
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-                        {
-                            "endIndex": 2389,
-                            "paragraph": {
-                                "bullet": {
-                                    "listId": "kix.1tfofde9qvse",
-                                    "textStyle": {}
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-                                "elements": [
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-                                        "endIndex": 2389,
-                                        "startIndex": 2336,
-                                        "textRun": {
-                                            "content": "Infographics that illustrate interconnected systems.\n",
-                                            "textStyle": {}
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-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "indentFirstLine": {
-                                        "magnitude": 18,
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-                                    "indentStart": {
-                                        "magnitude": 36,
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-                                    "spaceAbove": {
-                                        "magnitude": 12,
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-                                    "spaceBelow": {
-                                        "magnitude": 12,
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-                            },
-                            "startIndex": 2336
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-                        {
-                            "endIndex": 2451,
-                            "paragraph": {
-                                "bullet": {
-                                    "listId": "kix.1tfofde9qvse",
-                                    "textStyle": {}
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-                                "elements": [
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-                                        "endIndex": 2451,
-                                        "startIndex": 2389,
-                                        "textRun": {
-                                            "content": "Abstract representations of data flow or network connections.\n",
-                                            "textStyle": {}
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-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "indentFirstLine": {
-                                        "magnitude": 18,
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-                                    "indentStart": {
-                                        "magnitude": 36,
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-                                        "magnitude": 12,
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-                                    "spaceBelow": {
-                                        "magnitude": 12,
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-                            "startIndex": 2389
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-                        {
-                            "endIndex": 2525,
-                            "paragraph": {
-                                "bullet": {
-                                    "listId": "kix.1tfofde9qvse",
-                                    "textStyle": {}
-                                },
-                                "elements": [
-                                    {
-                                        "endIndex": 2525,
-                                        "startIndex": 2451,
-                                        "textRun": {
-                                            "content": "Modern tech company branding that emphasizes flexibility and integration.\n",
-                                            "textStyle": {}
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-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "indentFirstLine": {
-                                        "magnitude": 18,
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-                                    "indentStart": {
-                                        "magnitude": 36,
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-                                    "namedStyleType": "NORMAL_TEXT",
-                                    "spaceAbove": {
-                                        "magnitude": 12,
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-                                    "spaceBelow": {
-                                        "magnitude": 12,
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-                            },
-                            "startIndex": 2451
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-                        {
-                            "endIndex": 2532,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 2532,
-                                        "startIndex": 2525,
-                                        "textRun": {
-                                            "content": "Avoid:\n",
-                                            "textStyle": {
-                                                "bold": true
-                                            }
-                                        }
-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "namedStyleType": "NORMAL_TEXT"
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-                            },
-                            "startIndex": 2525
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-                        {
-                            "endIndex": 2591,
-                            "paragraph": {
-                                "bullet": {
-                                    "listId": "kix.wiitwhreylki",
-                                    "textStyle": {}
-                                },
-                                "elements": [
-                                    {
-                                        "endIndex": 2591,
-                                        "startIndex": 2532,
-                                        "textRun": {
-                                            "content": "Overly literal depictions of specific software interfaces.\n",
-                                            "textStyle": {}
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-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "indentFirstLine": {
-                                        "magnitude": 18,
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-                                    "indentStart": {
-                                        "magnitude": 36,
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-                                    "spaceAbove": {
-                                        "magnitude": 12,
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-                                    "spaceBelow": {
-                                        "magnitude": 12,
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-                            },
-                            "startIndex": 2532
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-                        {
-                            "endIndex": 2670,
-                            "paragraph": {
-                                "bullet": {
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-                                "elements": [
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-                                        "endIndex": 2670,
-                                        "startIndex": 2591,
-                                        "textRun": {
-                                            "content": "Cluttered or chaotic designs that contradict the idea of seamless integration.\n",
-                                            "textStyle": {}
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-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "indentFirstLine": {
-                                        "magnitude": 18,
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-                                        "magnitude": 36,
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-                                    "spaceAbove": {
-                                        "magnitude": 12,
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-                                    "spaceBelow": {
-                                        "magnitude": 12,
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-                            "startIndex": 2591
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-                        {
-                            "endIndex": 2705,
-                            "paragraph": {
-                                "bullet": {
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-                                "elements": [
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-                                        "endIndex": 2705,
-                                        "startIndex": 2670,
-                                        "textRun": {
-                                            "content": "Outdated or generic stock imagery.\n",
-                                            "textStyle": {}
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-                                    }
-                                ],
-                                "paragraphStyle": {
-                                    "direction": "LEFT_TO_RIGHT",
-                                    "indentFirstLine": {
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-                                        "magnitude": 36,
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-                                        "magnitude": 12,
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-                            "startIndex": 2670
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-                            "endIndex": 2876,
-                            "paragraph": {
-                                "elements": [
-                                    {
-                                        "endIndex": 2724,
-                                        "startIndex": 2705,
-                                        "textRun": {
-                                            "content": "Overall Impression:",
-                                            "textStyle": {
-                                                "bold": true
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-                                        }
-                                    },
-                                    {
-                                        "endIndex": 2876,
-                                        "startIndex": 2724,
-                                        "textRun": {
-                                            "content": " The key visual should feel sophisticated, forward-thinking, and clearly communicate the benefits of a composable DXP in an engaging and memorable way.\n",
-                                            "textStyle": {}
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-                                    }
-                                ],
-                                "paragraphStyle": {
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-                            "startIndex": 2705
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-                        "magnitude": 36,
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-                        "magnitude": 72,
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-                    "marginRight": {
-                        "magnitude": 72,
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-                        "magnitude": 72,
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-                            "magnitude": 792,
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-                                "keepLinesTogether": true,
-                                "keepWithNext": true,
-                                "namedStyleType": "NORMAL_TEXT",
-                                "pageBreakBefore": false,
-                                "spaceAbove": {
-                                    "magnitude": 12,
-                                    "unit": "PT"
-                                },
-                                "spaceBelow": {
-                                    "magnitude": 4,
-                                    "unit": "PT"
-                                }
-                            },
-                            "textStyle": {
-                                "fontSize": {
-                                    "magnitude": 11,
-                                    "unit": "PT"
-                                },
-                                "foregroundColor": {
-                                    "color": {
-                                        "rgbColor": {
-                                            "blue": 0.4,
-                                            "green": 0.4,
-                                            "red": 0.4
-                                        }
-                                    }
-                                },
-                                "italic": true
-                            }
-                        },
-                        {
-                            "namedStyleType": "TITLE",
-                            "paragraphStyle": {
-                                "direction": "LEFT_TO_RIGHT",
-                                "keepLinesTogether": true,
-                                "keepWithNext": true,
-                                "namedStyleType": "NORMAL_TEXT",
-                                "pageBreakBefore": false,
-                                "spaceAbove": {
-                                    "unit": "PT"
-                                },
-                                "spaceBelow": {
-                                    "magnitude": 3,
-                                    "unit": "PT"
-                                }
-                            },
-                            "textStyle": {
-                                "fontSize": {
-                                    "magnitude": 26,
-                                    "unit": "PT"
-                                }
-                            }
-                        },
-                        {
-                            "namedStyleType": "SUBTITLE",
-                            "paragraphStyle": {
-                                "direction": "LEFT_TO_RIGHT",
-                                "keepLinesTogether": true,
-                                "keepWithNext": true,
-                                "namedStyleType": "NORMAL_TEXT",
-                                "pageBreakBefore": false,
-                                "spaceAbove": {
-                                    "unit": "PT"
-                                },
-                                "spaceBelow": {
-                                    "magnitude": 16,
-                                    "unit": "PT"
-                                }
-                            },
-                            "textStyle": {
-                                "fontSize": {
-                                    "magnitude": 15,
-                                    "unit": "PT"
-                                },
-                                "foregroundColor": {
-                                    "color": {
-                                        "rgbColor": {
-                                            "blue": 0.4,
-                                            "green": 0.4,
-                                            "red": 0.4
-                                        }
-                                    }
-                                },
-                                "italic": false,
-                                "weightedFontFamily": {
-                                    "fontFamily": "Arial",
-                                    "weight": 400
-                                }
-                            }
-                        }
-                    ]
-                }
-            },
-            "tabProperties": {
-                "index": 1,
-                "tabId": "t.6pnw08u81r",
-                "title": "GPT Direction"
-            }
-        }
-    ],
-    "title": "Doc_8_DXP_benefits - Sample"
-}
\ No newline at end of file
diff --git a/apps/google-docs/src/utils/test_docs_json/index.ts b/apps/google-docs/src/utils/test_docs_json/index.ts
deleted file mode 100644
index 1cc46b8598..0000000000
--- a/apps/google-docs/src/utils/test_docs_json/index.ts
+++ /dev/null
@@ -1,26 +0,0 @@
-// Import all test documents
-import Doc1 from './Doc_1_Basic_Structure_Test.json';
-import Doc2 from './Doc_2_Rich_Text_Formatting_Test.json';
-import Doc3 from './Doc_3_Nested_Structures_And_References_Test.json';
-import Doc4 from './Doc_4_Media_Embeds_Test.json';
-import Doc5 from './Doc_5_Bulk_Entry_Stress_Test.json';
-import Doc6 from './Doc_6_Multilingual_Test.json';
-import Doc7 from './Doc_7_Edge_Cases_Test.json';
-import Doc8 from './Doc_8_DXP_benefits - Sample.json';
-
-// Optional import: Doc9 may not exist in all environments (e.g., S3 hosted app)
-const doc9Modules = (import.meta as any).glob('./Doc_9_Customer_Example_Doc.json', { eager: true });
-const Doc9 = doc9Modules?.['./Doc_9_Customer_Example_Doc.json']?.default || null;
-
-// Export test documents array
-export const TEST_DOCUMENTS = [
-  { id: 'doc1', title: 'Doc 1: Basic Structure Test', data: Doc1 },
-  { id: 'doc2', title: 'Doc 2: Rich Text Formatting Test', data: Doc2 },
-  { id: 'doc3', title: 'Doc 3: Nested Structures And References Test', data: Doc3 },
-  { id: 'doc4', title: 'Doc 4: Media Embeds Test', data: Doc4 },
-  { id: 'doc5', title: 'Doc 5: Bulk Entry Stress Test', data: Doc5 },
-  { id: 'doc6', title: 'Doc 6: Multilingual Test', data: Doc6 },
-  { id: 'doc7', title: 'Doc 7: Edge Cases Test', data: Doc7 },
-  { id: 'doc8', title: 'Doc 8: DXP Benefits Sample', data: Doc8 },
-  { id: 'doc9', title: 'Doc 9: Customer Example Doc', data: Doc9 },
-];

From 557a21bdfa48925f4adb97030c03b0425e93ba21 Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Thu, 18 Dec 2025 14:56:39 -0700
Subject: [PATCH 15/16] cleanup

---
 .../src/components/page/ViewPreviewModal.tsx  |  9 -------
 .../src/hooks/useDocumentSubmission.ts        | 15 ++++++-----
 apps/google-docs/src/locations/Page.tsx       | 26 +++++++++----------
 3 files changed, 20 insertions(+), 30 deletions(-)

diff --git a/apps/google-docs/src/components/page/ViewPreviewModal.tsx b/apps/google-docs/src/components/page/ViewPreviewModal.tsx
index e8118b2cec..897b5842f2 100644
--- a/apps/google-docs/src/components/page/ViewPreviewModal.tsx
+++ b/apps/google-docs/src/components/page/ViewPreviewModal.tsx
@@ -87,15 +87,6 @@ export const ViewPreviewModal: React.FC<ViewPreviewModalProps> = ({
                   <Paragraph>
                     Based off the document, the following entries are being suggested:
                   </Paragraph>
-                  <Flex gap="spacingS" alignItems="center">
-                    <Badge variant="primary">
-                      {totalEntries} {totalEntries === 1 ? 'entry' : 'entries'}
-                    </Badge>
-                    <Badge variant="secondary">
-                      {Object.keys(entriesByContentType).length} content{' '}
-                      {Object.keys(entriesByContentType).length === 1 ? 'type' : 'types'}
-                    </Badge>
-                  </Flex>
                 </Flex>
               </Card>
 
diff --git a/apps/google-docs/src/hooks/useDocumentSubmission.ts b/apps/google-docs/src/hooks/useDocumentSubmission.ts
index 06f9b76c22..345678077d 100644
--- a/apps/google-docs/src/hooks/useDocumentSubmission.ts
+++ b/apps/google-docs/src/hooks/useDocumentSubmission.ts
@@ -1,11 +1,12 @@
 import { useState, useCallback } from 'react';
 import { PageAppSDK } from '@contentful/app-sdk';
 import { analyzeContentTypesAction, createPreviewAction } from '../utils/appActionUtils';
-import { ERROR_MESSAGES, SUCCESS_MESSAGES } from '../constants/messages';
+import { ERROR_MESSAGES } from '../constants/messages';
+import { EntryToCreate } from '../../functions/agents/documentParserAgent/schema';
 
 interface UseDocumentSubmissionReturn {
   isSubmitting: boolean;
-  result: any;
+  previewEntries: EntryToCreate[];
   errorMessage: string | null;
   successMessage: string | null;
   submit: (contentTypeIds: string[]) => Promise<void>;
@@ -18,7 +19,7 @@ export const useDocumentSubmission = (
   oauthToken: string
 ): UseDocumentSubmissionReturn => {
   const [isSubmitting, setIsSubmitting] = useState<boolean>(false);
-  const [result, setResult] = useState<any>(null);
+  const [previewEntries, setPreviewEntries] = useState<EntryToCreate[]>([]);
   const [errorMessage, setErrorMessage] = useState<string | null>(null);
   const [successMessage, setSuccessMessage] = useState<string | null>(null);
 
@@ -55,7 +56,7 @@ export const useDocumentSubmission = (
       setIsSubmitting(true);
       setErrorMessage(null);
       setSuccessMessage(null);
-      setResult(null);
+      setPreviewEntries([]);
 
       try {
         const analyzeContentTypesResponse = await analyzeContentTypesAction(
@@ -73,7 +74,7 @@ export const useDocumentSubmission = (
         );
         console.log('processDocumentResponse', processDocumentResponse);
 
-        setResult(processDocumentResponse);
+        setPreviewEntries((processDocumentResponse as any).sys.result.entries);
       } catch (error) {
         setErrorMessage(error instanceof Error ? error.message : ERROR_MESSAGES.SUBMISSION_FAILED);
       } finally {
@@ -84,14 +85,14 @@ export const useDocumentSubmission = (
   );
 
   const clearMessages = useCallback(() => {
-    setResult(null);
+    setPreviewEntries([]);
     setSuccessMessage(null);
     setErrorMessage(null);
   }, []);
 
   return {
     isSubmitting,
-    result,
+    previewEntries,
     errorMessage,
     successMessage,
     submit,
diff --git a/apps/google-docs/src/locations/Page.tsx b/apps/google-docs/src/locations/Page.tsx
index 2a421a2bcc..7128b8da98 100644
--- a/apps/google-docs/src/locations/Page.tsx
+++ b/apps/google-docs/src/locations/Page.tsx
@@ -32,8 +32,11 @@ const Page = () => {
     pendingCloseAction,
     setPendingCloseAction,
   } = useProgressTracking();
-  const { result, successMessage, errorMessage, submit, clearMessages, isSubmitting } =
-    useDocumentSubmission(sdk, documentId, oauthToken);
+  const { previewEntries, submit, clearMessages, isSubmitting } = useDocumentSubmission(
+    sdk,
+    documentId,
+    oauthToken
+  );
 
   // Track previous submission state to detect completion
   const prevIsSubmittingRef = useRef<boolean>(false);
@@ -117,9 +120,7 @@ const Page = () => {
   };
 
   const handlePreviewModalConfirm = async (contentTypes: SelectedContentType[]) => {
-    const entries = result?.sys?.result?.entries;
-
-    if (!entries || entries.length === 0) {
+    if (!previewEntries || previewEntries.length === 0) {
       sdk.notifier.error('No entries to create');
       return;
     }
@@ -127,7 +128,7 @@ const Page = () => {
     setIsCreatingEntries(true);
     try {
       const ids = contentTypes.map((ct) => ct.id);
-      const entryResult: any = await createEntriesAction(sdk, entries, ids);
+      const entryResult: any = await createEntriesAction(sdk, previewEntries, ids);
 
       if (entryResult.errorCount > 0) {
         sdk.notifier.warning(
@@ -155,21 +156,18 @@ const Page = () => {
     const submissionJustCompleted = prevIsSubmittingRef.current && !isSubmitting;
 
     if (submissionJustCompleted && modalStates.isContentTypePickerOpen) {
-      console.log('Document processing completed, result:', result);
+      console.log('Document processing completed, previewEntries:', previewEntries);
       closeModal(ModalType.CONTENT_TYPE_PICKER);
 
       // Open preview modal if we have entries
-      const entries = result?.sys?.result?.entries;
-      if (entries && entries.length > 0) {
-        console.log('Opening preview modal with', entries.length, 'entries');
+      if (previewEntries && previewEntries.length > 0) {
+        console.log('Opening preview modal with', previewEntries.length, 'entries');
         openModal(ModalType.PREVIEW);
-      } else {
-        console.log('No entries to preview. Full result:', result);
       }
     }
 
     prevIsSubmittingRef.current = isSubmitting;
-  }, [isSubmitting, modalStates.isContentTypePickerOpen, closeModal, openModal, result]);
+  }, [isSubmitting, modalStates.isContentTypePickerOpen, closeModal, openModal, previewEntries]);
 
   // Show getting started page if not started yet
   if (!hasStarted) {
@@ -208,7 +206,7 @@ const Page = () => {
       <ViewPreviewModal
         isOpen={modalStates.isPreviewModalOpen}
         onClose={() => closeModal(ModalType.PREVIEW)}
-        entries={result?.sys?.result?.entries || null}
+        entries={previewEntries}
         onConfirm={() => handlePreviewModalConfirm(selectedContentTypes)}
         isSubmitting={isCreatingEntries}
       />

From 33921a08ff0db2dedf035e3b54b8b0c957fff4b9 Mon Sep 17 00:00:00 2001
From: harika kondur <harika.kondur@contentful.com>
Date: Thu, 18 Dec 2025 15:01:24 -0700
Subject: [PATCH 16/16] rename handler for consistency

---
 apps/google-docs/contentful-app-manifest.json            | 4 ++--
 ...lyzeContentTypes.ts => analyzeContentTypesHandler.ts} | 9 ---------
 .../functions/handlers/createEntriesHandler.ts           | 1 -
 3 files changed, 2 insertions(+), 12 deletions(-)
 rename apps/google-docs/functions/handlers/{analyzeContentTypes.ts => analyzeContentTypesHandler.ts} (83%)

diff --git a/apps/google-docs/contentful-app-manifest.json b/apps/google-docs/contentful-app-manifest.json
index e9178bcf4f..424e4c3c0a 100644
--- a/apps/google-docs/contentful-app-manifest.json
+++ b/apps/google-docs/contentful-app-manifest.json
@@ -41,8 +41,8 @@
       "id": "analyzeContentTypes",
       "name": "Analyze Content Types",
       "description": "Analyzes content type structure and relationships using AI.",
-      "path": "functions/handlers/analyzeContentTypes.js",
-      "entryFile": "functions/handlers/analyzeContentTypes.ts",
+      "path": "functions/handlers/analyzeContentTypesHandler.js",
+      "entryFile": "functions/handlers/analyzeContentTypesHandler.ts",
       "allowNetworks": [
         "https://api.openai.com"
       ],
diff --git a/apps/google-docs/functions/handlers/analyzeContentTypes.ts b/apps/google-docs/functions/handlers/analyzeContentTypesHandler.ts
similarity index 83%
rename from apps/google-docs/functions/handlers/analyzeContentTypes.ts
rename to apps/google-docs/functions/handlers/analyzeContentTypesHandler.ts
index 702d61373f..456ee64a52 100644
--- a/apps/google-docs/functions/handlers/analyzeContentTypes.ts
+++ b/apps/google-docs/functions/handlers/analyzeContentTypesHandler.ts
@@ -16,13 +16,6 @@ interface AppInstallationParameters {
   openAiApiKey: string;
 }
 
-/**
- * App Action: Analyze Content Types
- *
- * Analyzes the structure and relationships of selected content types
- * using AI to understand their fields, validations, and relationships.
- *
- */
 export const handler: FunctionEventHandler<
   FunctionTypeEnum.AppActionCall,
   AnalyzeContentTypesParameters
@@ -37,8 +30,6 @@ export const handler: FunctionEventHandler<
     throw new Error('At least one content type ID is required');
   }
 
-  console.log('contentTypeIds', contentTypeIds);
-  console.log('In analyzeContentTypes handler');
   const cma = initContentfulManagementClient(context);
   const contentTypes = await fetchContentTypes(cma, new Set<string>(contentTypeIds));
 
diff --git a/apps/google-docs/functions/handlers/createEntriesHandler.ts b/apps/google-docs/functions/handlers/createEntriesHandler.ts
index 6257be1b97..301d3f8079 100644
--- a/apps/google-docs/functions/handlers/createEntriesHandler.ts
+++ b/apps/google-docs/functions/handlers/createEntriesHandler.ts
@@ -38,7 +38,6 @@ export const handler: FunctionEventHandler<
     throw new Error('No matching content types found');
   }
 
-  // Create entries
   const result = await createEntries(cma, entries, {
     spaceId: context.spaceId,
     environmentId: context.environmentId,