Markov AI transforms unstructured data from various formats into multi-modal knowledge graphs, automating the extraction and relationship identification processes. This enables businesses to efficiently access and utilize their data for enhanced decision-making and real-time query responses through a simple integration of an AI agent.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprises struggle to efficiently extract, transform, and utilize unstructured data trapped in various formats like documents, websites, audio, and images. Manually creating knowledge graphs from this data is time-consuming and requires significant human involvement, hindering timely access to critical information for decision-making.
Solution
Markov AI offers a platform that automates the transformation of unstructured data into multi-modal knowledge graphs, enabling businesses to leverage their data for enhanced decision-making and real-time query responses. The platform extracts data from diverse sources, automatically identifies entities and their relationships, and stores the information in a graph database with vector embeddings. An AI agent then provides conversational retrieval from the knowledge graph, integrating vector search for unstructured text with navigation through the knowledge graph to deliver relevant responses.
Target Audience
Markov AI targets enterprises seeking to leverage unstructured data for improved decision-making, including teams of all sizes that need to extract insights from diverse data sources.
Features
- Data ingestion from various sources, including HTML, PDF, CSV, PNG, and PPTX files.
- Automatic identification of entities and their relationships within the ingested data.
- Storage in a graph database utilizing vector embeddings for efficient data retrieval.
- Conversational retrieval from the knowledge graph, combining vector search with graph navigation.
- Public internet access for real-time information retrieval augmented with the knowledge base.
- Custom integrations with messaging platforms like WhatsApp and Telegram, and CRM solutions like Hubspot and Zoho.
- SDKs available via PyPI or NPM for programmatic content supply across multiple modalities.
- Customer portal for uploading files and external links for ingestion.