Data Systems·Local Search & Knowledge Engine

EchoIQ Knowledge & Search Engine

Local Search & Knowledge System

Overview

A dedicated search and knowledge layer developed as part of EchoIQ to turn collected Reel intelligence into a searchable internal knowledge platform. Instead of relying entirely on generic database queries, the system implements its own deterministic search and ranking behavior.

Key Features

Repository cache for collected intelligence
Custom search index
Query parsing engine
Multi-dimensional filtering
Deterministic ranking algorithm
Pagination system
Search diagnostics
Structured knowledge retrieval
Local persistence layer
Knowledge platform integration

Tech Stack

TypeScriptIndexedDBDexieDeterministic Indexing

Project Type

Local Search & Knowledge Engine

Technical Highlight

The system provides a deterministic search layer over locally collected intelligence, making large amounts of stored content easier to explore and retrieve.

Working on something similar?

We build AI systems, automation platforms, and custom software that deliver real results. Book a free 30-minute session to explore what this looks like for your project.

Book a Free Session