EchoEchoKB

Build Production-Ready Knowledge Bases for AI Agents

EchoKB automates the entire KB pipeline—from ingestion to retrieval. Map, crawl, OCR, verify, and serve your data through FTS endpoints. Built for LLM applications that demand accuracy.

Sub-50ms latency99.5% accuracyAI-powered
POST /api/v1/search
{
"query": "AI agents",
"limit": 10
}
Response: 200 OK
Latency: 42ms

Everything You Need to Build Knowledge Bases

From ingestion to retrieval, EchoKB handles the entire pipeline with AI-powered automation and enterprise-grade reliability.

Intelligent Crawling

Automatically discover and map web resources. AI-powered crawler respects rate limits while capturing comprehensive data.

Advanced OCR

Extract text from PDFs, images, and documents with industry-leading accuracy. On-demand OCR endpoints for real-time processing.

Auto-Mapping & Schema Detection

AI-driven schema inference automatically structures your unstructured data. No manual mapping required.

Full-Text Search (FTS)

Blazing-fast FTS endpoints optimized for RAG applications. Sub-50ms query latency with relevance-ranked results.

Data Verification & Quality

Continuous validation ensures data accuracy. Automated deduplication, format checking, and integrity verification.

Real-Time KB Updates

Keep your knowledge base current with scheduled and webhook-triggered updates. Zero-downtime migrations.

How It Works

Four simple steps from raw data to production-ready knowledge base. Echo handles the complexity, you focus on building.

1

Connect Your Data Sources

Point EchoKB to your websites, documents, or APIs. Support for S3, HTTP endpoints, and direct uploads.

REST API, Python/Node.js SDKs
2

AI-Powered Ingestion

Our AI engine crawls, extracts, and structures your data. Automatic OCR, entity extraction, and schema mapping.

GPT-4 + custom ML models

Echo repeats and learns from your data patterns

3

Verification & Quality Control

Automated quality checks ensure accuracy. Review dashboard highlights any anomalies or data gaps.

99.5% accuracy guarantee
4

Serve via FTS Endpoints

Query your KB through REST endpoints. Optimized for RAG with vector search, keyword search, and hybrid retrieval.

OpenAPI spec, webhooks

Ready to Build Your AI-Powered Knowledge Base?

Join leading AI companies using EchoKB to power their agent ecosystems. Book a demo to see how we can streamline your RAG pipeline.