New JSON Functions in FileMaker 2024/2025: What Developers Need to Know

New JSON Functions in FileMaker 2024/2025: What Developers Need to Know

With the release of FileMaker 2024 and 2025, Claris has significantly expanded its native JSON functions, making it easier for developers to work with structured data, integrate APIs, and build modern, scalable FileMaker solutions.

If you’re building or maintaining a FileMaker system, understanding these new JSON capabilities is essential to creating faster, more efficient, and more integrated applications.

Why JSON is a Big Deal in FileMaker

JSON is the data format of modern web services, APIs, OData and cloud platforms. FileMaker’s JSON functions let you generate, parse, and manipulate JSON directly within calculations and scripts.

If you want to:

  • Integrate with third-party APIs

  • Build flexible data structures

  • Communicate data more effectively within all FileMaker applications

  • Power Claris Connect and Event-Driven Connect workflows

…you need to master FileMaker’s JSON tools.

What’s New in FileMaker 2024 and 2025 for JSON

The most effective patterns combine newer capabilities like JSONGetElementType (2024) and the 2025 performance gains with long‑standing JSON toolsJSONListKeys, JSONListValues, JSONSetElement, and JSONGetElement. Use the newer functions to validate/branch, and the established ones to iterate, extract, and assemble payloads.

JSONGetElementType (2024)

  • Purpose: Returns the data type of a specified JSON element.

  • Why it matters: Lets you dynamically validate or branch logic based on whether a JSON value is an object, array, string, number, or boolean.

Set Variable [ $payload ; Value:

    “{ \”customer\”: { \”name\”: \”Alice\”, \”age\”: 30, \”address\”: { \”city\”: \”Boston\” } } }”

]


Set Variable [ $elementType ;

    Value: JSONGetElementType ( $payload ; “customer.address” )

]

// Returns: “object”

JSONListKeys (2018)

  • Purpose: Returns a list of all keys in a JSON object.

  • Why it matters: Essential for iterating through dynamic JSON objects when you don’t know the keys ahead of time.

Set Variable [ $payload ; Value:

    “{ \”customer\”: { \”name\”: \”Alice\”, \”age\”: 30, \”email\”: \”alice@example.com\” } }”

]


Set Variable [ $keys ;

    Value: JSONListKeys ( $payload ; “customer” )

]


// $keys returns:

// name

// age

// email

JSONListValues (2018)

  • Purpose: Returns a list of all values in a JSON object or array.

  • Why it matters: Simplifies extracting data from APIs or nested JSON arrays without needing to parse each element manually.

Set Variable [ $payload ; Value:

    “{ \”orders\”: [ \”Order001\”, \”Order002\”, \”Order003\” ] }”

]


Set Variable [ $values ;

    Value: JSONListValues ( $payload ; “orders” )

]


// $values returns:

// Order001

// Order002

// Order003


Improved Performance (2025)

  • Parsing and manipulating large JSON objects is faster and more memory-efficient in FileMaker 2025.

  • This is critical when handling big API responses or storing complex JSON in fields.


Practical Use Cases for Developers

1. API Integrations

When calling external APIs, these new functions make it easier to:

  • Parse API responses dynamically.

  • Validate data types before inserting into records.

  • Log errors or unexpected responses.

Example:

Set Variable [ $apiResponse ; Value: “{ \”status\”: \”success\”, \”data\”: { \”id\”: 123, \”amount\”: 49.99 } }” ]


If [ JSONGetElementType ( $apiResponse ; “data” ) = “object” ]

    Set Variable [ $transactionID ; Value: JSONGetElement ( $apiResponse ; “data.id” ) ]

    Set Variable [ $amount ; Value: JSONGetElement ( $apiResponse ; “data.amount” ) ]

End If

2. Dynamic UI Generation

  • Use JSONListKeys to build dynamic interfaces or repeat portals based on the number of returned fields.

Example:

Set Variable [ $fields ; Value: JSONListKeys ( $payload ; “customer” ) ]

Set Variable [ $fieldCount ; Value: ValueCount ( $fields ) ]


# Use $fieldCount to dynamically generate UI elements.

3. Claris Connect Workflows

  • Event-Driven Connect payloads rely on JSON—these functions help you parse incoming data and route it appropriately.

Example:

Set Variable [ $payload ; Value: Get(ScriptParameter) ]

Set Variable [ $eventType ; Value: JSONGetElement ( $payload ; “event.type” ) ]


If [ $eventType = “customer_update” ]

    # Process customer update logic

End If

4. Data Storage and Flexibility

  • Instead of creating new tables for every data variation, store flexible JSON blobs that can adapt as your data structures evolve.

Example:

Set Field [ Customer::Metadata ; JSONSetElement ( “” ;

    [ “preferences.newsletter” ; “true” ; JSONBoolean ] ;

    [ “preferences.language” ; “en” ; JSONString ]

)]


Quick Reference Table

Function

Introduced

Use Case

JSONGetElementType

2024

Validate data types

JSONListKeys

2018

Retrieve dynamic object keys

JSONListValues

2018

Extract lists of values


Developer Tip

When working with external APIs, combine these new JSON functions with Try / Catch scripting patterns, data validation routines, and robust error logging to ensure your integrations are stable and reliable.

Ready to Build Smarter with JSON?

If you’re maintaining an older FileMaker system, you’re missing out on these time-saving, game-changing functions. Contact us to discuss upgrading your solution or building new integrations powered by FileMaker 2025’s JSON toolkit.

Need help with your next integration? Let’s modernize your FileMaker environment today.



 

 

 

Building AI-Enhanced Workflows Across Your Organization

With FileMaker 2025, AI is no longer confined to individual apps. By combining Claris FileMaker’s native LLM capabilities with Claris Connect’s automation engine, organizations can now build end-to-end workflows that span multiple systems—without relying on extra middleware or third-party tools. This means you can harness AI to not only make smarter decisions inside FileMaker but also trigger actions across your broader tech stack.

From Single App to Multi-System Intelligence

In previous versions, AI-powered features were mostly limited to in-app tasks like summarizing records or generating content. With Claris Connect, those capabilities extend outward. A single AI trigger inside FileMaker can now launch processes across apps such as Slack, Google Sheets, Outlook, or a CRM—turning your database into an intelligent hub for your entire organization.

Examples of AI-Enhanced Workflows

  • Lead Intake: A prospect fills out a form in Claris Studio. FileMaker captures the record, uses an AI script to summarize or score the lead, then Claris Connect posts the summary to Slack and updates a Google Sheet.

  • Document Review: Contracts stored in FileMaker are run through AI to extract key terms. Claris Connect automatically sends flagged items to your legal team’s email queue for review.

  • Customer Support: AI summarizes incoming support tickets and routes them to the right department via Teams or Slack.

These kinds of workflows reduce manual effort, improve accuracy, and keep information flowing in real time.

No Extra Tools, No Extra Overhead

Because both FileMaker’s LLM features and Claris Connect’s automation are built into the Claris ecosystem, you don’t need additional APIs or subscription services to get started. Data stays inside your trusted environment while still connecting seamlessly to the systems your teams use every day.

Why It Matters

Bringing AI-enhanced workflows across your organization means:

  • Faster decisions by automating repetitive, multi-step processes

  • More consistent outcomes through standardized AI prompts and triggers

  • Reduced integration costs by eliminating separate middleware

  • Stronger data governance since sensitive information stays in FileMaker

With FileMaker 2025 and Claris Connect, AI becomes more than a feature—it becomes the backbone of cross-system workflows. From intake and scoring to document routing and reporting, you can build intelligent, automated processes that scale across your entire organization without leaving the Claris platform.

Interested in building AI-enhanced workflows tailored to your business? Reach out to Kyo Logic here.


 

 

 

Can Your FileMaker Do This: FileMaker vs AI Built Apps vs Enterprise Suites Guide

Can Your FileMaker Do This? FileMaker, AI-Built Apps, and Enterprise Suites: A Practical Guide

Teams have great options today. Enterprise suites like Salesforce or Oracle bring breadth and governance. AI-built apps (custom code with GPT-style copilots) offer full creative freedom. FileMaker 2025 (with Claris Studio + Claris Connect) adds a low-code layer for the everyday work: forms, approvals, exceptions, and quick changes.

This is about picking the right tool and helping them work well together.

The Landscape (What Each Does Best)

Enterprise Suites (Salesforce/Oracle/etc.)
Ideal as systems of record with strong data models, compliance, and mature ecosystems. Strong for standardized processes that don’t change often.

AI-Built Apps (custom code + copilots)
Great for new experiences and bespoke logic when you want full UI freedom or internet-scale delivery.

FileMaker 2025 (with Studio + Connect)
A natural fit as the operations layer for departmental workflows, field capture, and dashboards (the work that shifts month to month and involves real people and real context).

Why FileMaker (What It Does Uniquely Well)

  • Operations-in-a-box: Data, UI, scripts, and security in one place, so changes are fast and safe.

  • Governed agility: Roles, logging, and auditable changes without a sprawling codebase.

  • Field-ready inputs: FileMaker Go + Claris Studio handle photos, scans, GPS, signatures. No custom app required.

  • Event-driven automation: Event-Driven Connect turns record changes into Slack/Teams alerts, tickets, emails, and documents.

  • Standards at the edge: OData (Power BI), Data API/eDAPI, and JSON for clean hand-offs to the broader stack.

  • Incremental modernization: Keep Salesforce/Oracle steady; add FileMaker where hands-on work happens. Quick wins, low disruption.

Who tends to benefit most

  • Departments of 10–200 daily users (Ops, Supply Chain, Field Service, QA, Facilities, Finance Ops)

  • Teams juggling spreadsheets, email approvals, and plug-ins

  • Organizations that need mobile/web data capture without funding a full custom app build

Where Each Typically Wins

Enterprise suites are strong for: deep modules (CPQ/ERP), strict compliance, global scale with unified governance.

AI-built apps are strong for: highly branded, external-facing portals; novel algorithms/services; full framework freedom.

FileMaker is strong for: rapidly evolving or highly custom internal workflows, immediate field capture, event-driven automations, and fast time-to-value.

How FileMaker Works Alongside Salesforce/Oracle

Common patterns

  • Keep the system of record in Salesforce/Oracle.

  • Use FileMaker as a system of engagement where people enter, review, approve, and act.

  • Bridge them with:

    • Claris Connect for “when X happens → do Y” workflows

    • Data API/eDAPI for JSON hand-offs

    • OData for analytics in Power BI/Tableau

    • SSO (Okta/Azure AD) for unified identity

Example flows

  • Case Management: A case in Salesforce triggers a FileMaker triage workspace (Studio forms + dashboards); updates return to Salesforce.

  • Manufacturing/Logistics: Oracle holds inventory; FileMaker handles receiving, QC, and exceptions on the floor; results sync back via Connect/Data API.

  • Healthcare/Education: Core records live in the suite; FileMaker covers mobile intake, audits, and scheduling with role-based access.

Quick Start (Non-Technical)

  1. Choose one pain point outside the suite (spreadsheets, email approvals, field capture).

  2. Mirror the workflow in FileMaker/Studio: one browser form + one small dashboard.

  3. Connect to Salesforce/Oracle via Connect or Data API (start one-way, then add updates).

  4. Trigger actions on events (status change → Slack/Teams → ticket/doc/email).

  5. Pilot for two weeks and measure time saved, fewer errors, and faster visibility.

Next step: Want to see how this can look in your environment? We can stand up one FileMaker/Studio workflow, one automation, and one suite integration so you can evaluate impact before scaling.

 

 

 

Semantic Search Beyond Text: Image and File Embeddings

FileMaker 2025 continues to expand its AI capabilities with support for semantic search across not just text—but also images and files. With new vector and embedding functions, developers can now create smarter, context-aware searches that surface the most relevant content, whether it’s a paragraph in a PDF or a specific image stored in a container field.

This evolution transforms FileMaker from a traditional database into a true semantic data platform, where meaning—not just matching words—guides search results.

What Are Embeddings and Vectors?

At the core of semantic search are embeddings—mathematical representations of meaning. Text, images, and even file content can be converted into vector form, allowing FileMaker to compare their similarity based on context instead of keywords.

For example, a search for “eco-friendly packaging” could return:

  • Product descriptions mentioning “sustainable materials”

  • A PDF datasheet for recyclable containers

  • Images tagged with “biodegradable”

Even though those results don’t use the exact search term, FileMaker understands they’re conceptually related.

Searching Across Images, PDFs, and More

With vector and embedding functions, FileMaker 2025 can now perform semantic search on multiple content types, including:

  • Images: Find visually similar photos or product shots.

  • Documents: Locate PDFs or text files with related topics.

  • Notes and Descriptions: Match records based on concept, not wording.

This makes it possible to unify data that previously lived in silos—connecting written content, visuals, and supporting documents in one intelligent search interface.

Real-World Use Cases

  • Manufacturing: Locate quality control photos related to specific defect reports.

  • Healthcare: Retrieve reference materials or patient documents that align with a particular case.

  • Legal: Find similar contracts or clauses based on meaning rather than keywords.

  • Creative Industries: Search image libraries by theme, emotion, or visual style.

By understanding relationships across different data types, FileMaker enables more intuitive and efficient information retrieval.

Why It Matters

Semantic search with embeddings helps organizations:

  • Discover related insights faster, even in large or unstructured datasets

  • Reduce time spent hunting through files, folders, or records

  • Provide a unified, intelligent search experience for all content

  • Keep all search processing within the secure FileMaker environment

This means more time spent acting on insights—and less time searching for them.

FileMaker 2025 pushes search beyond keywords with AI-powered semantic capabilities that span text, images, and files. With vector and embedding functions, developers can build truly intelligent apps that surface the right content, every time—no matter the format.

Interested in exploring how semantic search can enhance your FileMaker solutions? Reach out to Kyo Logic here.

 

 

 

 

RAG-Powered Document Summaries in FileMaker

FileMaker 2025 brings artificial intelligence directly into your data workflows with Retrieval-Augmented Generation (RAG)—a powerful new way to make documents searchable, understandable, and actionable. By combining RAG with FileMaker’s new GetTextFromPDF function, developers can now build apps that automatically extract, summarize, and query PDF content in real time.

This innovation transforms how organizations interact with contracts, reports, manuals, and other document-heavy data sources.

Turning PDFs into Searchable Knowledge

Traditionally, PDFs stored in container fields were static files—useful for reference, but difficult to search or analyze. With FileMaker 2025, the new GetTextFromPDF function extracts the full text from PDFs directly inside your app, converting them into structured, searchable data.

Once the text is available, FileMaker’s built-in AI features can interpret and summarize it instantly—creating a bridge between unstructured documents and meaningful insights.

Adding Intelligence with Retrieval-Augmented Generation (RAG)

RAG takes document handling a step further. Instead of relying on pre-trained models alone, it allows AI to reference your organization’s own PDFs and data when answering questions or generating summaries.

Example use cases:

  • Summarize long contracts or policy documents in seconds

  • Ask, “What are the delivery terms in this agreement?” and get an AI-generated response grounded in the document’s actual text

  • Analyze reports to highlight key metrics or identify anomalies

By connecting FileMaker’s data handling with contextual AI, RAG ensures that every response is accurate, relevant, and based on your trusted information.

Real-World Impact

These RAG-powered capabilities are especially valuable in industries where document accuracy and compliance matter most:

  • Legal: Instantly summarize contracts and identify key clauses

  • Manufacturing: Extract technical specs from PDF manuals

  • Healthcare: Query compliance and policy documents securely

  • Finance: Review reports and flag key performance insights automatically

All of this happens natively within the Claris FileMaker environment—no need for third-party integrations or external services.

Why It Matters

By pairing RAG with FileMaker’s new text extraction tools, developers can create apps that:

  • Turn static PDFs into living, searchable knowledge bases

  • Automate reporting and documentation workflows

  • Reduce manual review time while improving accuracy

  • Keep sensitive document data secure inside FileMaker

iWith RAG-powered document summaries, FileMaker 2025 redefines what’s possible for document management. Your apps can now extract, summarize, and query PDFs intelligently—delivering instant answers from your own data.

Want to see how Claris FileMaker can bring AI-powered document intelligence to your organization? Reach out to Kyo Logic here.

 

 

 

 

Container Field Optimizations: Metadata & Image Handling

FileMaker 2025 introduces significant improvements to how container fields manage and process images, documents, and other media. These optimizations make it easier for developers to build apps that handle large volumes of assets efficiently—while giving users richer, faster access to the files they need.

Faster Image and Media Handling

Container fields now process and display images more efficiently, improving performance for apps with media-heavy layouts. Users will notice faster load times when viewing records with embedded photos, logos, or scanned documents—especially on mobile devices running FileMaker Go or in WebDirect.

For developers, this means less time optimizing layouts and more time focusing on app logic.

Built-In Metadata Access

FileMaker 2025 introduces new tools to extract and store metadata from images and files in container fields. This allows developers to:

  • Automatically capture EXIF data from photos (date, time, GPS, camera settings)

  • Store and search by keywords or tags

  • Index attributes like file size or type for better filtering

This built-in metadata support eliminates the need for custom plug-ins or external scripts to manage file information.

Smarter Image Management Workflows

Combining faster rendering with metadata extraction opens up new possibilities for workflow automation:

  • Field Service Apps: Attach photos from site visits with automatic time and location stamps.

  • Quality Control: Store test-run images with embedded metadata to prove compliance.

  • Marketing Assets: Organize product images with tags for instant retrieval.

All of this happens natively in FileMaker, reducing the friction of managing large media libraries.

Why It Matters

Container field optimizations in FileMaker 2025 help businesses:

  • Improve app performance with media-rich records

  • Automate metadata capture for stronger record-keeping

  • Search and filter assets faster without third-party tools

For organizations that rely heavily on images or documents—such as manufacturing, healthcare, or field services—these improvements transform FileMaker into an even more capable media management platform.

With faster image handling and built-in metadata access, FileMaker 2025 makes managing container fields more powerful and efficient. Developers can build richer, more responsive apps while users gain quicker, smarter access to critical media assets.

Want to see how Claris FileMaker can streamline your image and document workflows? Reach out to Kyo Logic here.

 

 

Audit Logging and Activity Monitoring in FileMaker 2025

FileMaker 2025 introduces enhanced audit logging and activity monitoring, giving organizations greater visibility into user actions, data changes, and security events. These improvements help businesses strengthen compliance, protect sensitive data, and troubleshoot issues more effectively—all without relying on third-party plug-ins or complex customizations.

Track User Actions in Real Time

The new logging features record detailed user activity inside your FileMaker solutions. Administrators can see:

  • Which users accessed which records

  • What actions were taken (view, edit, delete)

  • When changes occurred

This real-time tracking is invaluable for teams managing sensitive or regulated data, as it provides a clear record of who did what, and when.

Monitor Data Changes and Security Events

Beyond user actions, FileMaker 2025 now logs key data changes and security events. These logs can include:

  • Field-level changes, such as updates to key values

  • Authentication attempts, including failed logins

  • Privilege set changes and role updates

  • API token usage for integrations

This granular view of system activity helps administrators quickly identify anomalies or unauthorized behavior.

Why It Matters for Compliance and Governance

Enhanced audit logging isn’t just a technical improvement—it’s a critical step toward meeting regulatory requirements such as GDPR, HIPAA, and SOX. With built-in logging, you can:

  • Produce auditable records on demand for compliance reviews

  • Demonstrate controls over sensitive data

  • Strengthen internal governance and accountability

By keeping all this information inside FileMaker, you also reduce the risks and complexity associated with external monitoring systems.

Building Better Oversight Into Your Apps

Developers can configure these new logging features to feed into dashboards or reports, making it easy for managers and compliance officers to review activity at a glance. This transforms audit logs from static records into actionable intelligence.

With FileMaker 2025’s improved audit logging and activity monitoring, businesses gain a built-in solution for tracking user actions, data changes, and security events. These tools make it easier to safeguard sensitive data, meet regulatory requirements, and maintain system integrity—without adding extra layers of software.

Want to explore how Claris FileMaker can strengthen your audit trails and compliance workflows? Reach out to Kyo Logic here.

 

Token-Based API Security in FileMaker Cloud

With FileMaker 2025, Claris FileMaker Cloud introduces a more robust approach to API authentication: token-based security. This enhancement is designed to protect data in transit, simplify integration management, and meet stricter compliance requirements like GDPR and HIPAA—all while making API access easier to administer.

What Is Token-Based API Security?

Traditional API authentication often relies on static credentials or passwords embedded in integrations. Token-based security replaces these credentials with temporary, revocable tokens that are issued for a specific session or scope.

This means:

  • Credentials aren’t hard-coded into scripts or third-party apps

  • Tokens expire automatically, reducing long-term security risks

  • Access can be revoked instantly without changing every integration

Benefits for GDPR and HIPAA Compliance

For organizations handling personal or sensitive data, token-based API authentication supports compliance in several ways:

  • Granular Access Control: Tokens can be issued with specific permissions for limited resources or time periods.

  • Reduced Exposure: Tokens expire automatically, minimizing the window of vulnerability if compromised.

  • Auditability: API access logs show exactly which token was used, when, and for what purpose—critical for audits.

These features align with best practices for data protection and regulatory compliance.

How It Works in FileMaker Cloud

Developers and administrators can now:

  • Generate tokens programmatically when a session begins

  • Use tokens to authenticate API calls instead of embedding credentials

  • Revoke or rotate tokens from a central dashboard without touching scripts

This approach makes integrations both more secure and more manageable, especially in large environments or when working with multiple third-party systems.

Why It Matters

Token-based API security in FileMaker Cloud gives IT teams and developers peace of mind. It ensures integrations remain secure by design while reducing manual credential management. This is especially valuable for businesses that must demonstrate GDPR or HIPAA compliance without slowing down development.

FileMaker Cloud’s new token-based API security offers a modern, secure way to manage integrations—perfect for organizations that prioritize data protection and compliance. By replacing static credentials with dynamic, revocable tokens, you can build faster, safer connections to your apps and services.

Want to learn how to implement secure, compliant integrations with Claris FileMaker Cloud? Reach out to Kyo Logic here.

 

 

 

Smarter Deployment for FileMaker Server: JSON Parsing, SSL, and Admin API Improvements

FileMaker 2025 isn’t just about AI and UI upgrades—it also delivers critical improvements to FileMaker Server, giving IT teams more speed, security, and control over deployments. From faster JSON handling to simpler SSL setup and expanded Admin API functions, this release makes running FileMaker Server more efficient and less of a headache.

Faster JSON Parsing and Schema Patching

FileMaker Server 2025 introduces major performance gains in JSON parsing, making data exchange and API-driven workflows significantly faster. For solutions relying on web services, integrations, or heavy JSON payloads, these improvements mean quicker response times and more reliable performance.

Additionally, new schema patching tools make it easier to apply updates to layouts and structures without full rebuilds—helping teams maintain uptime and reduce disruption during upgrades.

Let’s Encrypt SSL Integration

SSL setup has historically been one of the trickier parts of FileMaker Server deployment. With built-in Let’s Encrypt support, SSL certificates can now be generated and renewed automatically. This dramatically simplifies secure deployment and ensures connections remain compliant without manual certificate management.

Expanded Admin API Functions

The Admin API also sees important new capabilities in FileMaker 2025, giving administrators finer control over server performance and behavior. New functions include:

  • Flush pages to manage cache and improve responsiveness

  • Script engine control for better process management

  • Additional insights for monitoring and diagnostics

For IT teams, these expanded tools provide better visibility and more proactive management options without needing to dive into the command line.

Why These Server Updates Matter

For businesses running mission-critical solutions, these enhancements reduce complexity and risk:

  • Faster JSON parsing improves integrations and web app performance

  • Schema patching shortens upgrade cycles

  • Automated SSL ensures secure connections with minimal effort

  • New Admin API controls give IT teams the flexibility they need to keep systems running smoothly

FileMaker Server 2025 brings meaningful improvements that simplify deployment, boost performance, and strengthen security. These updates help IT teams spend less time on maintenance and more time on delivering value to end users.

Interested in optimizing your FileMaker Server environment? Reach out to Kyo Logic here.

 

 

Bringing AI to Your PDFs: Using RAG and GetTextFromPDF in FileMaker

FileMaker 2025 takes a big leap forward in document intelligence with the introduction of GetTextFromPDF and support for Retrieval-Augmented Generation (RAG) workflows. Together, these features enable developers to extract content from PDFs, feed it into AI queries, and deliver smarter, context-aware responses—all from within FileMaker.

For organizations managing contracts, manuals, reports, or compliance documents, this unlocks powerful new ways to make data more accessible.

Extracting Text from PDFs with GetTextFromPDF

The new GetTextFromPDF function allows developers to pull plain text directly from PDFs stored in FileMaker container fields. This removes the need for external tools or manual copy-pasting.

Example use cases:

  • Extracting contract terms for automated review

  • Pulling specifications from technical manuals

  • Making historical reports searchable inside FileMaker

With documents converted into structured text, your FileMaker app becomes a repository for smarter queries and workflows.

Adding AI with Retrieval-Augmented Generation (RAG)

Once text is extracted, FileMaker can apply RAG workflows by sending relevant content to an AI model. Instead of relying on generic knowledge, the AI can answer questions based on your own documents.

Example use cases:

  • Ask “What’s the warranty period in this contract?” and receive an AI-generated response grounded in the extracted text

  • Search policies and instantly surface the relevant compliance rules

  • Build knowledge bases that combine multiple PDFs into a single, AI-driven query system

RAG ensures responses are not only intelligent but also accurate and based on your organization’s actual content.

Smarter Document-Driven Apps

By combining GetTextFromPDF and RAG, developers can build FileMaker apps that:

  • Transform static PDFs into searchable knowledge assets

  • Automate compliance checks and reporting

  • Empower employees to query documents naturally, without needing to dig through lengthy files

This makes FileMaker a powerful platform for industries where document management and accuracy are mission-critical.

FileMaker 2025 turns everyday documents into intelligent, searchable resources. With GetTextFromPDF and RAG capabilities, you can build apps that not only store PDFs but also understand them—delivering real-time insights and smarter workflows.

Interested in exploring how Claris FileMaker can power AI-driven document intelligence? Reach out to Kyo Logic here.