Comparisons

OpenAI AgentKit vs Inkeep

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Compare OpenAI AgentKit with Inkeep

Overview

OpenAI AgentKit provides strong UI components (ChatKit) and basic agent building, but limits you to OpenAI models with manual knowledge management. Inkeep offers multi-agent orchestration, 2-way code-UI sync, automated knowledge ingestion, multi-provider support, and enterprise-grade content intelligence.

Building Agents

FeatureInkeepAgentKit
No-Code Visual Builder
Developer SDK
2-way Sync: Edit in Code or UI
Customize your preferred AI provider

Developer Platform

FeatureInkeepAgentKit
MCP Server Integration
Multi-agent Architecture
Multi-agent Architecture (Teams of Agents)
Agent Credential and Permissions Management
Agent Traces available in UI and OpenTelemetry
Talk to Agents via A2A, MCP, and Vercel AI SDK formats

Unified AI Search & RAG

FeatureInkeepAgentKit
Ingestion of public sources (docs, help center, etc.)
Ingestion of private sources (Notion, Confluence, etc.)
Updates to Ingested Data every 24 hours or on-demand
Optimized Retrieval and Search (Managed RAG) over Ingested Data
Real-time search of data from databases, APIs, and the web

Interact with your AI Agents in...

FeatureInkeepAgentKit
Claude, ChatGPT, and Cursor
Slack and Discord
Salesforce and any Support Platform
Product Expert Chat Bubble ("Ask AI")
Answers with Inline Citations
Enterprise Search (Semantic search, Algolia Replacement)

Building Agent UIs

FeatureInkeepAgentKit
Interactive Components within Agent Messages (forms, cards, etc.)
Custom UIs using Vercel AI SDK format
Out-of-box Chat Components (React)
Out-of-box Chat Components (JavaScript)

AI Agents for...

FeatureInkeepAgentKit
B2B Customer Support
B2C Customer Service
Documentation Teams
Product Teams
Marketing Teams
Sales

Insights & Analytics

FeatureInkeepAgentKit
Automatic Content Updates (AI Content Writer)
AI Reports on Knowledge Gaps
AI Reports on Product Feature Gaps

Authentication and Authorization

FeatureInkeepAgentKit
Single Sign-on (SSO)
Role-Based Access Control
Audit Logs

Deployment

FeatureInkeepAgentKit
Hosting types

Security

FeatureInkeepAgentKit
Support
PII Removal
Uptime and Support SLAs
SOC 2 Type II and Pentest Reports
GDPR, HIPAA, DPA, and Infosec Reviews