Best optical recognition software Software, ARGOS Textify
ARGOS' representative services include ID check, Textify and Face ID services.
Today, I will introduce the second one, the Textify.
Textify? Text recognition scanner?
What kind of service is Textify?
ARGOS' Textify is a solution that extracts important items from unstructured documents such as business registration certificates, receipts, business reports, and shareholder lists in response to questions, interprets them, and draws conclusions.
When using the solution, document review or verification time is reduced by 80% compared to existing solutions, and operational efficiency is improved by up to 300%.
How is a Textify possible? : OCR and RAG & LLM are the key!
Why is this solution possible? It integrates OCR with RAG & LLM to automatically process documents in numerous formats.
Now, let’s take a quick look at the concepts of OCR and RAG & LLM. You've probably heard a lot about OCR. We've covered this several times on our blog.
OCR (Optical Character Reader/Recognition) stands for optical character reader and generally refers to a technology that converts images into text. It mainly refers to recognizing letters and numbers in scanned documents, photos, PDF files, etc. and converting them into text format. OCR mostly works through image pre-processing ▶ character segmentation ▶ character recognition ▶ post-processing. OCR technology is used in various fields.
Let's look at an example.
Let’s think about the translation apps we use in our daily lives. We film the content to be translated using a camera and translate the text recognized by the camera into the desired language for useful use.
We may not realize it because of the convenience and familiarity, but in fact, this process is only possible because of OCR technology. In addition, OCR can be easily encountered in everyday life, including in banking and financial services, scanners, and smartphone cameras. Thanks to technology, many tasks that previously had to be entered labor-intensively have been automated, greatly increasing efficiency.
Next, let's look at RAG and LLM.
Retrieval-Augmented Generation (RAG) and Large Language Model (LLM) are two important concepts in the field of natural language processing. Here, natural language refers to language that is used every day. RAG is a model that combines a natural language generation model and information retrieval technology.
RAG first searches a large database for appropriate information matching the user's question and then generates an answer. Because RAG searches across large databases, it can provide more accurate and information-rich answers.
LLM is a language model trained on large text data and has a very large number of variables. LLM shows excellent performance in various natural language processing tasks such as text generation, translation, summarization, and question answering. Representative examples include GPT-3, BERT, and T5. These models are excellent at understanding a given text context and producing results that match it.
RAG and LLM are complementary to each other. Specifically, the RAG model uses the language generation power of LLM to generate an initial response to the question asked by the user and retrieve relevant information to supplement this response. Because it searches from a database, the LLM can provide more accurate and richer information than the responses it generates alone.
*ARGOS goes beyond simple OCR technology and provides more advanced services based on RAG and LLM.
ARGOS, try using the best optical recognition software!
Of course, companies that can benefit from using a Textify are those that handle complex or large volumes of documents, right? Therefore, it has very high utility in areas such as law, medicine, finance, and logistics.
We will introduce a real case of using the Textify next time!
☝️ What are the benefits that customers will gain when using ARGOS Textify?
By using our ARGOS solution, our customers can fully automate their business processes, saving time and increasing efficiency so they can focus on their core business.
Interpret documents to derive results and support mutual cross-validation.
The Textify identifies relationships between document contents and automatically flags missing information or interpretations that cannot be derived. Additionally, cross-validation of the results provides greater than 99.94% confidence.
Results and reasons for interpretation are provided simultaneously.
The results are linked to the system to automate the process, and the reasons behind the results can be explained.
You can freely extract the required data from unstructured documents in the desired format.
Support is available in a variety of languages, including Korean and English, and customers can obtain results in their required format. Additionally, multiple pages can be analyzed simultaneously.
However, when you focus on your main tasks, you may become accustomed to certain inefficiencies without realizing the inconvenience. Recognizing these inefficiencies can help you work more rationally! Companies in various fields are already paying a lot of attention to ARGOS' Textify service.
You too can use ARGOS’ Textify and solve these inconveniences!