Supametas.AI

Processing any unstructured data into structured data suitable for LLM RAG

Freemium

Description

Supametas.AI is an advanced data platform designed to process any unstructured data into structured formats suitable for Large Language Model (LLM) Retrieval Augmented Generation (RAG) systems. It simplifies the collection, construction, and preprocessing of industry-specific datasets, significantly reducing processing time for tasks that traditionally take months down to mere minutes. The platform supports comprehensive data collection from diverse sources including APIs and local files, offering capabilities like web data extraction, URL scraping, and universal file format support for documents and media.

With a focus on ease of use, Supametas.AI provides both code-free and low-code options, alongside a simple API for seamless integration. It automatically converts data into standardized JSON or Markdown, performs smart content extraction, intelligent tagging, and advanced media processing. The platform is engineered for enterprises and developers, facilitating quick creation of industry datasets and their integration into LLM knowledge bases like OpenAI Storage and Dify Datasets, or custom systems via its API.

Key Features

Unstructured Data Processing: Transforms any unstructured data into structured formats (JSON, Markdown) for LLM RAG.
Comprehensive Data Collection: Extracts data from web pages (URL scraping, automated field extraction), APIs, and local files (documents, media).
Universal File Format Support: Processes .docx, .pdf, .txt, .md, .jpg, .png, .mp3, .mp4, and more.
Smart Content Extraction & Tagging: Precisely extracts paragraphs, titles, keywords, and leverages NLP for semantic meaning, tags, and sentiment analysis.
Advanced Media Processing: Extracts timelines, subtitles, conversations, and custom fields from media content.
API Integration: Provides simple API calls for data extraction, file processing, and integration with any knowledge base.
Code-Free and Low-Code Platform: Designed for enterprises to quickly create datasets without extensive coding.
LLM RAG Knowledge Base Integration: Seamlessly integrates with OpenAI Storage, Dify Datasets, and custom knowledge bases.
Scheduled Background Updates & Pagination: Handles automated data collection schedules and complete retrieval from paginated content.

Use Cases

Building industry-specific datasets for LLM applications.
Automating web data extraction for market research or competitive analysis.
Processing diverse document types for knowledge management systems.
Converting media files (audio/video) into text and structured data for analysis.
Integrating various data sources into a unified LLM RAG knowledge base.
Streamlining data preprocessing pipelines for AI model training.

Frequently Asked Questions

Can I try Supametas.AI before subscribing?

Yes, you can try Supametas.AI for free under the Free plan, allowing you to experience all the features of the current version until you reach the resource limits. When limits are reached, the system will prompt you to upgrade.

What are built-in AI models and external AI models?

AI models handle data that is difficult to structure. Supametas.AI has integrated and optimized a model within the system to process data at critical nodes, consuming tokens. Users can also add their own external AI model providers (like OpenAI) when creating datasets if built-in tokens are exhausted or for preference.

How is the dataset capacity calculated?

The dataset capacity is calculated based on the uploaded data, processed data, and exported data stored in Supametas.AI's long-term storage. Deleting tasks and data will free up occupied capacity.

How is data privacy ensured?

When a data processing task is deleted, original data is directly deleted. For paused, completed, or failed tasks, original data is retained for 3 days before deletion. Supametas.AI adheres to privacy standards and is developing a privatized deployment version for enhanced privacy needs.

How can I integrate Supametas.AI with my existing project?

Supametas.AI can be integrated into any knowledge base project or called directly. Register an account, create a dataset, generate an API Key, and then use them in the API. Detailed integration instructions are available in the documentation.