How Dokko Works?
Dokko combines cutting-edge AI technology, robust infrastructure, and thoughtful design to deliver a seamless and powerful user experience. Here's a closer look at the key components that make Dokko exceptional:
Advanced Retrieval-Augmented Generation (RAG)
Dokko employs Retrieval-Augmented Generation (RAG) to provide precise and contextually relevant answers by blending advanced information retrieval and generative AI models:
Information Retrieval Components
Used to find and retrieve specific, up-to-date data based on their semantic similarity to the user's query. This is crucial for accessing up-to-date proprietary data that was not available during the initial training of the targeted Large Language Model.Generative Model
Large Language Model composes detailed, context-aware responses using retrieved data, ensuring accuracy and personalization.
Efficient and Flexible Search
Dokko supports both semantic search and keyword search, combining intent recognition with precision. This dual capability ensures users can locate relevant information, whether they’re searching conceptually or for specific terms.
Simplifying AI for Individuals and Organizations
With Dokko, users can upload data, instantly build a knowledge base, and deploy a chatbot in minutes—without technical expertise. Multilingual support and safeguards against hallucinations ensure responses are reliable, accurate, and globally accessible.
Beyond the Basics
Delivering transformative AI solutions requires more than algorithms. Dokko addresses key challenges at every level:
Advanced Document Parsing
Handles complex layouts, tables, and multimedia, enabling precise data extraction for accurate downstream processing.Custom Embeddings with Metadata
Enhances search and retrieval by understanding context and tagging content with metadata for refined results.Multimodality
Processes text, images, tables, and videos, ensuring it can handle diverse data types.Scalable, Secure Infrastructure
Dokko’s architecture is built to ensure high performance, reliability, and security:
High Availability:
Redundant systems and failover mechanisms guarantee uptime, even under heavy demand.Scalability:
Easily handles surges in data volume or user activity, growing alongside organizational needs.Robust Security:
End-to-end encryption, role-based access, and compliance with industry standards protect divsensitive data.Optimized Performance:
Low-latency processing, advanced caching, and streamlined query pipelines deliver instant divresponses.