KB

Find the right article, every time.

Semantic search across your knowledge base with gap analysis and article recommendations. Find answers by meaning, not just keywords.

Everything you need

Built for production. Designed for simplicity.

Semantic Search

Find articles by meaning, not just keywords. Understands synonyms, context, and intent.

Instant Results

Sub-second search results across thousands of articles.

Gap Analysis

Identify topics where your KB lacks coverage based on actual support queries.

Article Scoring

Rank articles by relevance, freshness, and usage. Surface the best content first.

Multi-Source

Search across multiple knowledge bases and documentation sources simultaneously.

Provider Agnostic

Use any embedding model through LiteLLM for vector search.

Simple to use

Search your knowledge base semantically.

Full API Reference
kb_example.py
import httpx

resp = httpx.post("http://localhost:8006/kb/search", json={
    "query": "how to reset password",
    "limit": 5,
})

Endpoints

Clean REST APIs. No SDK required.

POST
/kb/search
Search articles
POST
/kb/gaps
Find coverage gaps
GET
/health
Service health check

Learn more about KB

Explore how this AI capability can transform your support operations.