OCR.space

Turn images and PDFs into readable text through AI chat instantly

A customer sends a photo of a receipt, and your AI agent extracts every line of text using OCR.space's recognition engine. Scanned documents, screenshots, and camera photos become searchable data within the conversation. No file uploads to separate portals, no waiting for manual processing.

Chosen by 800+ global brands across industries

Text extraction that lives in the conversation

From receipt photos to multi-page PDFs, your AI agent processes images through OCR.space and returns structured text, searchable documents, and table data right inside the chat.

Extract Text from Images

A user shares a screenshot or photo in the chat. The agent sends it to OCR.space via URL or base64 encoding, receives the extracted text in JSON format, and presents the readable content directly in the conversation window.

Process PDF Documents

Someone uploads a multi-page scanned PDF. The agent submits the file to OCR.space, which processes each page and returns the full text content. Multi-page document extraction happens automatically without the user needing to split pages manually.

Generate Searchable PDFs

A compliance team needs searchable versions of scanned contracts. The agent enables the searchable PDF option in OCR.space, processing the original scan and returning a PDF with an invisible text layer. The document becomes searchable and indexable.

Recognize Table Data

A user sends a photo of a spreadsheet printout. The agent activates OCR.space's table recognition mode, which preserves the tabular structure during extraction. Rows and columns are maintained so the extracted data can be used for further analysis.

Multi-Language Text Recognition

A customer submits a document in Spanish or Japanese. The agent specifies the appropriate language code in the OCR.space request, and the recognition engine processes the document with language-specific models for accurate text extraction across 24+ supported languages.

Detect Text Orientation

A user uploads a rotated or skewed scan. The agent enables orientation detection in OCR.space, which automatically identifies the text angle and corrects for rotation before extracting content. Misaligned documents get processed accurately without manual rotation.

OCR.space

Use Cases

Document recognition in real time

See how businesses use AI agents to extract text from customer-submitted photos, receipts, and scanned files during conversations, eliminating manual data entry entirely.

Receipt Processing for Expense Claims

An employee photographs a lunch receipt and sends it to the AI agent via WhatsApp. The agent processes the image through OCR.space, extracts the restaurant name, date, items, and total amount, then presents the structured data for the expense report. The employee submits their claim in a single chat without typing a single number manually.

Instant Document Search from Scanned Archives

A legal assistant needs to find a specific clause in a stack of scanned contracts. They upload each PDF through the AI agent, which runs OCR.space with the searchable PDF option enabled. The agent returns searchable PDFs where the assistant can use Ctrl+F to locate the exact language. Hours of manual reading compressed into minutes of automated processing.

Multilingual Form Processing for Global Support

A multinational company receives customer forms in multiple languages. A French customer submits a scanned application form through chat. The AI agent sets the OCR.space language to French, extracts all text fields accurately, and presents the form data in the conversation. Support agents in any country can review the content without language barriers.

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OCR.space

OCR.space

FAQs

Frequently Asked Questions

How does the AI agent extract text from images sent during a conversation?

The agent sends the image to OCR.space's Parse Image endpoint as a URL, base64-encoded data, or file upload. OCR.space processes the image and returns a JSON response containing the extracted text, word positions, and confidence data. The agent presents the clean text to the user immediately.

Can the agent handle multi-page PDF documents?

Yes. OCR.space processes multi-page PDFs by extracting text from each page sequentially. The agent submits the entire PDF and receives text results for all pages in a single response. You can specify the filetype as PDF to ensure proper handling of the document format.

What is the difference between OCR Engine 1 and Engine 2?

Engine 1 is the standard recognition engine optimized for most documents and images. Engine 2 is an experimental engine that may perform better on certain content types like screenshots or low-contrast text. The agent defaults to Engine 1 but can switch to Engine 2 if you specify it in your configuration.

Does Tars store the images or extracted text from OCR.space?

No. Images are sent to OCR.space for processing, and the extracted text is returned to the conversation in real time. Tars does not cache the original images, PDFs, or extraction results. OCR.space also has its own data handling policy for processed files.

How many languages does OCR.space support for text recognition?

OCR.space supports 24+ languages including English, Spanish, French, German, Italian, Portuguese, Chinese, Japanese, Korean, Arabic, and more. The agent specifies the appropriate language code in each request, ensuring accurate recognition for the submitted document's language.

How is this different from copying text from a digital PDF?

Digital PDFs already contain embedded text. OCR.space is for scanned documents, photos, and images where text exists only as pixels. Your AI agent handles both scenarios: for scannable images, it runs OCR processing. The user simply sends the file and gets extracted text back regardless of the source format.

Can the agent generate searchable PDFs from scanned images?

Yes. By enabling the isCreateSearchablePdf option, the agent instructs OCR.space to return a searchable PDF with an invisible text layer overlaid on the original image. Users can then search within the PDF using standard find functionality. The text layer can optionally be hidden for a clean visual appearance.

What happens if the image quality is too low for accurate text extraction?

The agent can enable the scale parameter, which tells OCR.space to upscale low-resolution images before processing. If the result quality is still poor, the agent reports the confidence level and suggests retaking the photo with better lighting or resolution. It does not return garbled text without warning.

How to add Tools to your AI Agent

Supercharge your AI Agent with Tool Integrations

Don't limit your AI Agent to basic conversations. Watch how to configure and add powerful tools making your agent smarter and more functional.

Real results, real customers, real stories

“We're saving an average of 4,000+ calls a month.”
Implementing an Agent revolutionized our customer service channels and our service to Indiana business owners. We're saving an average of 4,000+ calls a month and can now provide 24x7x365 customer service️ along with our business services.
Lindsey Roark Mayes
Ex-Director of SOS IT (State of Indiana)
“Cutting down on staff needing to email back.”
Since our launch of Tars Agents, we've had more than 5k interactions with them from individuals on the website. We saw prospects interacting with the Agent regarding application timelines, tuition, curriculum, and other items that may come through an email. This provides another avenue of access to our team while cutting down on staff needing to email back.
Levi Eastwood
Marketing Director of UCI Merage School
“Powerful tool - and there's so much more still to explore!”
I love the flexibility of the TARS chatbot design tool. The ability to drop in a new gambit and easily de-link and re-link gambits before and after it saves HOURS of time lost if I had to regenerate from scratch. TARS stands out for its flexibility, consistent performance, and outstanding support.
Aaron Rittmaster
Founder
“I like the product.”
Takes those boring forms and allows you to make the collecting of customer information enjoyable for the user. It has a lot of value and I see the company constantly working on improving it.
Pierre Rattini
Director of Marketing
“Very responsive and supportive Team”
I love how supportive and responsive the team members are. The chatbots are not difficult to build once you have an idea of what you are doing, and this is so based on the backend work Tars has completed. Also, they are flexible to the clients' requests.
Keisha Cameron
Product Manager
“Easy for cooperation and open to agreement.”
One of the biggest qualities of TARS is their ability to truly understand their clients' needs. They took the time to thoroughly assess our requirements, offering valuable insights and recommendations that we hadn't even considered. This level of personalized attention made a significant difference in the success of our project.
Milica Petrovic
Customer Care Project Associate
“Great service”
The guys at Tars are so passionate about bots and maximum engagement. Tars is overall a great product with really nice people there to help me engage and automate conversations I would have otherwise missed.
Nigel Gosling
Health Coach
“Best in class for lead generation”
TARS is an essential tool within our lead gen strategy. I started to use it a couple years ago, and the platform evolved to focus on results. You can integrate your Google Analytics, Facebook Pixel, and AdWords conversion tag to track results and measure your campaign. You can also integrate with Zapier, which opens a lot of possibilities. Compared with static landing pages, we have seen an increase in conversions and more engagement.
Leonardo Wolff
Founder
“Very professional and cooperative”
Building an automated chat that our customers actually used and reduced calls amount.
Maryam Alhaddad
Customer Journey Designer
“Flexibility and good service”
Tars platform is very flexible, so you can do pretty much any flux you desire. Also integrates with any third party through APIs with a very simple and easy-to-use interface. Also tars team is great! Always at disposal and brings suggestions and solutions for any issue encountered during the process of building the chatbot.
Lucas Von Lachmann
Process Manager
“Deserved The title of the Best Chatbot of the Year”
If you are building chatbots, you cannot go wrong with TARS. I have been with this company since their beginning. Seen how they have grown. I have tested a lot of bots, but this one is still the best out there. We use WhatsApp a lot for our business. And what I like best is that I can have 1 chatbot for website and for my WhatsApp. I especially appreciate their support team as well. Whenever I am stuck, they quickly reply to my questions.
MJ Felix
Chairman
“Advanced integration, easy to use, and very customizable.”
This chatbot does everything from AI integration to complete customization and is excellent for lead conversion in most industries. I think the pre-formatted templates are an excellent boost to get started quickly. The team is also excellent.
Rachel Rowling
Chief Operating Officer
“The chatbot implementation has exceeded expectations!”
The implementation has delivered 24/7 customer support and is proving its value by reducing Contact center calls by around 5% in just four months of operation. Beyond enhancing the e-care experience, the chatbot is driving impressive business results, achieving a remarkable 20% month-on-month growth.
Victor Pereira
Customer Care and CX Manager
“We're saving an average of 4,000+ calls a month.”
Implementing an Agent revolutionized our customer service channels and our service to Indiana business owners. We're saving an average of 4,000+ calls a month and can now provide 24x7x365 customer service️ along with our business services.
Lindsey Roark Mayes
Ex-Director of SOS IT (State of Indiana)
“Cutting down on staff needing to email back.”
Since our launch of Tars Agents, we've had more than 5k interactions with them from individuals on the website. We saw prospects interacting with the Agent regarding application timelines, tuition, curriculum, and other items that may come through an email. This provides another avenue of access to our team while cutting down on staff needing to email back.
Levi Eastwood
Marketing Director of UCI Merage School
“Powerful tool - and there's so much more still to explore!”
I love the flexibility of the TARS chatbot design tool. The ability to drop in a new gambit and easily de-link and re-link gambits before and after it saves HOURS of time lost if I had to regenerate from scratch. TARS stands out for its flexibility, consistent performance, and outstanding support.
Aaron Rittmaster
Founder
“I like the product.”
Takes those boring forms and allows you to make the collecting of customer information enjoyable for the user. It has a lot of value and I see the company constantly working on improving it.
Pierre Rattini
Director of Marketing
“Very responsive and supportive Team”
I love how supportive and responsive the team members are. The chatbots are not difficult to build once you have an idea of what you are doing, and this is so based on the backend work Tars has completed. Also, they are flexible to the clients' requests.
Keisha Cameron
Product Manager
“Easy for cooperation and open to agreement.”
One of the biggest qualities of TARS is their ability to truly understand their clients' needs. They took the time to thoroughly assess our requirements, offering valuable insights and recommendations that we hadn't even considered. This level of personalized attention made a significant difference in the success of our project.
Milica Petrovic
Customer Care Project Associate
“Great service”
The guys at Tars are so passionate about bots and maximum engagement. Tars is overall a great product with really nice people there to help me engage and automate conversations I would have otherwise missed.
Nigel Gosling
Health Coach
“Best in class for lead generation”
TARS is an essential tool within our lead gen strategy. I started to use it a couple years ago, and the platform evolved to focus on results. You can integrate your Google Analytics, Facebook Pixel, and AdWords conversion tag to track results and measure your campaign. You can also integrate with Zapier, which opens a lot of possibilities. Compared with static landing pages, we have seen an increase in conversions and more engagement.
Leonardo Wolff
Founder
“Very professional and cooperative”
Building an automated chat that our customers actually used and reduced calls amount.
Maryam Alhaddad
Customer Journey Designer
“Flexibility and good service”
Tars platform is very flexible, so you can do pretty much any flux you desire. Also integrates with any third party through APIs with a very simple and easy-to-use interface. Also tars team is great! Always at disposal and brings suggestions and solutions for any issue encountered during the process of building the chatbot.
Lucas Von Lachmann
Process Manager
“Deserved The title of the Best Chatbot of the Year”
If you are building chatbots, you cannot go wrong with TARS. I have been with this company since their beginning. Seen how they have grown. I have tested a lot of bots, but this one is still the best out there. We use WhatsApp a lot for our business. And what I like best is that I can have 1 chatbot for website and for my WhatsApp. I especially appreciate their support team as well. Whenever I am stuck, they quickly reply to my questions.
MJ Felix
Chairman
“Advanced integration, easy to use, and very customizable.”
This chatbot does everything from AI integration to complete customization and is excellent for lead conversion in most industries. I think the pre-formatted templates are an excellent boost to get started quickly. The team is also excellent.
Rachel Rowling
Chief Operating Officer
“The chatbot implementation has exceeded expectations!”
The implementation has delivered 24/7 customer support and is proving its value by reducing Contact center calls by around 5% in just four months of operation. Beyond enhancing the e-care experience, the chatbot is driving impressive business results, achieving a remarkable 20% month-on-month growth.
Victor Pereira
Customer Care and CX Manager

Privacy & Security

We’ll never let you lose sleep over privacy and security concerns

At Tars, we take privacy and security very seriously. We are compliant with GDPR, ISO, SOC 2, and HIPAA.

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ISO
SOC 2
HIPAA

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