SocoDB AI Database for Natural Language

What is SocoDB?

SocoDB functions as an advanced AI database specifically designed for processing and understanding natural language. It goes beyond simple data storage by actively reading and interpreting the meaning embedded within unstructured text. This capability allows users to query large volumes of text data, such as documents or customer reviews, using natural language questions, much like interacting with a structured database. The system intelligently breaks down text into components like sentences and entities, annotates them with neural embeddings and structured predictions, and then links related information to build a comprehensive understanding.

Built with state-of-the-art deep learning models, SocoDB offers powerful capabilities for applications requiring sophisticated text comprehension. It facilitates the development of NLP-powered applications by providing features like AI-driven search, real-time text analytics for discovering insights from user-generated content, and automated extraction of structured information from unstructured sources. SocoDB is designed for scalability and ease of use, offering SDKs and APIs to integrate its functionalities into various systems and workflows.

Features

AI search and question answering: Real-time natural language question answering powered by a neural information retrieval engine.
Semantic Aggregation: Real-time text analytics for discovering insights from large volumes of text.
Auto Structuralization: Extracts structured information from unstructured documents based on specified formats.
Deep Learning-Native: Built-in state-of-the-art deep learning models for NLP.
Cloud-Native: Flexible deployment options on public cloud, private cloud, or hybrid environments.
Ease of Use: Provides SDKs (Python, Java, C++, Go+) and RESTful API for integration.

Use Cases

Derive business insights from customer reviews and blog posts.
Implement intelligent AI search for text data applications or websites.
Integrate unstructured knowledge sources with task-oriented chatbots.
Extract structured data tables from unstructured text documents.
Analyze user-generated data to identify key opinions and trends.

FAQs

What is SocoDB?

SocoDB is an AI database designed specifically for natural language processing. It reads, understands, and structures text data, allowing users to query unstructured information using natural language.
How does SocoDB handle unstructured text?

SocoDB splits text into spans (like sentences or entities), annotates them with neural embeddings and structured predictions, and then discovers complex relationships between these elements.
What kind of queries can SocoDB handle?

SocoDB supports querying unstructured text using natural language, similar to asking a question. It also supports structured filters and can retrieve information at various levels of granularity.
Can SocoDB extract structured information from text?

Yes, SocoDB features Auto Structuralization, which allows extracting structured information from millions of unstructured documents into user-specified formats using natural language-based extractors.
What deployment options are available for SocoDB?

SocoDB offers cloud-native deployment options, including public cloud, private cloud, or hybrid environments. An on-premise deployment option is available for Enterprise customers.