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.

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Under the Hood

01 — Retrieval

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.

1

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 proprietary data that was not available during the initial training of the targeted Large Language Model.

2

Generative Model

Large Language Model composes detailed, context-aware responses using retrieved data, ensuring accuracy and personalization.

CLOUD STORAGE USER INPUT PREPROCESSING MULTIMODAL PROCESSING TRANSLATION CHUNKING METADATA EXTRACTION HASHING EMBEDDING PREPROCESSING HyDE TERM EXTRACTION TRANSLATION CONTEXTUALIZATION SEMANTIC SEARCH KEYWORD SEARCH VECTOR DATABASE RERANKING PROMPT TEMPLATE MULTIMODAL DATA LLM ANSWER
USER QUERY SEMANTIC SEARCH KEYWORD SEARCH RANKED RESULTS Understands meaning & intent Matches exact terms precisely Reranked by relevance score
02 — Search

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.

Powerful Engine.
Simple Surface.

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Upload a document, ask a question, get an answer — in under five minutes.

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The Experience

03 — Simplicity

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.

01 UPLOAD DATA Any format 02 KNOWLEDGE BASE Auto-indexed 03 DEPLOY CHATBOT One line of code LIVE IN UNDER 5 MIN
CUSTOM EMBEDDINGS WITH METADATA ADVANCED DOC PARSING MULTIMODALITY Handles complex layouts, tables, and multimedia, enabling precise data extraction. Enhances search and retrieval by adding context and tagging content with metadata. Processes text, images, tables, and videos for diverse applications
04 — Processing

Beyond the Basics

Delivering transformative AI solutions requires more than algorithms. Dokko addresses key challenges at every level.

1

Advanced Document Parsing

Handles complex layouts, tables, and multimedia, enabling precise data extraction for accurate downstream processing.

2

Custom Embeddings with Metadata

Enhances search and retrieval by understanding context and tagging content with metadata for refined results.

3

Multimodality

Processes text, images, tables, and videos, ensuring it can handle diverse data types.

05 — Infrastructure

Scalable, Secure Infrastructure

Dokko's architecture is built to ensure high performance, reliability, and security.

1

High Availability

Redundant systems and failover mechanisms guarantee uptime, even under heavy demand.

2

Scalability

Easily handles surges in data volume or user activity, growing alongside organizational needs.

3

Robust Security

End-to-end encryption, role-based access, and compliance with industry standards protect sensitive data.

4

Optimized Performance

Low-latency processing, advanced caching, and streamlined query pipelines deliver instant responses.

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