Now in public beta

Your RAG,
alive.

Seahorse is an AI agent that connects to your existing RAG and makes it intelligent. Auto-classify, detect redundancies, resolve contradictions, optimize retrieval — 24/7.

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No credit card required · 14-day free trial · Cancel anytime

The Problem

40–60% of RAG implementations never reach production.

Why? Because RAGs are passive. You dump documents, run similarity search, and pray. The results? Irrelevant retrievals, redundant chunks, outdated information, contradictions nobody catches.

× Irrelevant results surface over core knowledge
× Duplicate chunks pollute every query
× Contradictions propagate silently to users
× No visibility into what your RAG actually knows

The Solution

Seahorse turns your RAG into a living system.

Seahorse connects to your vector DB and makes it intelligent. It scans, classifies, links, and optimizes continuously. Your RAG gets smarter every day — without you lifting a finger.

✓ Core knowledge always surfaces first
✓ Duplicates detected and merged automatically
✓ Contradictions flagged before they reach users
✓ Real-time health dashboard for full visibility

How it works

Three steps to an intelligent RAG

Connect

Point Seahorse at your Qdrant, Pinecone, or Weaviate instance. One API call. Your existing stack stays exactly the same.

POST /v1/connect
{ "url": "qdrant://..." }

Scan

Seahorse analyzes every document: classifies importance, detects duplicates, finds contradictions, creates semantic links between related content.

1,204 documents classified

38 duplicates detected

7 contradictions flagged

Optimize

Retrieval results are reranked using document importance, freshness, and thematic relevance. Core docs surface first. Noise disappears.

0.97

0.81

0.63

Features

Everything your RAG was missing

The hippocampus consolidates memory, sorts and prioritizes information, and discards noise. That is exactly what Seahorse does for your vector database.

Auto-Classification

Documents ranked by importance automatically — core knowledge rises, peripheral content stays contextual.

Redundancy Detection

Find and merge duplicate content automatically. No more identical chunks competing for the same query.

Contradiction Resolution

Flag conflicting information before it reaches your users. Know exactly where your knowledge base disagrees with itself.

Semantic Linking

Discover hidden relationships between documents. Seahorse builds a knowledge graph from your existing content.

Smart Reranking

Results weighted by importance, freshness, and thematic relevance. Drop-in API replacement for your existing retrieval step.

Health Dashboard

Real-time metrics on your RAG's quality and coverage. Know your score, track improvements, and act on what matters.

Pricing

Simple, transparent pricing

All plans include a 14-day free trial. No credit card required.

Starter

$99 /month

Perfect for individual developers and small projects exploring intelligent RAG.

✓ 1 RAG instance
✓ Up to 10,000 documents
✓ Daily scans
✓ Health dashboard
✓ 14-day free trial

Start Free Trial

Your RAG, alive.