Full Capabilities

Everything in One Platform

Embedent packs an entire enterprise AI stack — RAG, agents, integrations, voice, scheduling, and more — into a single deployment on your infrastructure.

Knowledge & RAG

Chat with Your Organization's Data

Upload any document, connect any data source, and get accurate answers with source citations.

📄

15+ File Formats

PDF, DOCX, XLSX, PPTX, CSV, TXT, HTML, Markdown, JSON, EPUB, ODT, MBOX, ADOC, RST and more enterprise document formats.

💻

GitHub & GitLab Repos

Index entire code repositories. Ask questions about your codebase, documentation, and commit history.

📚

Confluence & Wikis

Import pages and spaces from Confluence, Drupal Wiki, and Obsidian vaults directly into workspaces.

🔄

Live Document Sync

Documents automatically re-sync when source content changes. Always up-to-date knowledge base.

🎯

Source Citations

Every answer includes references to the exact source document and section it came from. Fully traceable.

AI Agents

AI That Doesn't Just Answer — It Acts

Embedent agents can browse the web, send emails, query databases, and generate documents autonomously.

📧

Gmail & Outlook Integration

Read, send, draft, and reply to emails. Search inbox, manage threads, and get mailbox statistics — all through AI.

📅

Google Calendar

Create, update, and list calendar events. Set status, quick-add events, and get schedules through natural language.

🗄️

Database Queries

Query MySQL, PostgreSQL, and MSSQL databases directly. AI interprets results and presents insights in plain English.

📁

File System Operations

Read, write, edit, copy, and move files. AI can manage your file system as part of automated workflows.

📝

Document Generation

Generate and save PDF, Word (.docx), PowerPoint (.pptx), Excel (.xlsx), and text files automatically.

📈

Chart & Visualization

Create charts, graphs, and data visualizations programmatically from your data or queries.

🌍

Web Browsing & Search

11 search engines supported — DuckDuckGo, Bing, Tavily, Exa, Perplexity, Google, and more. Real-time web access.

🧠

Memory & Recall

Agents remember context across conversations. Global and workspace-scoped memory with user-managed entries.

🔗

MCP Tool Integrations

Model Context Protocol support — connect Jira, Slack, GitHub Actions, internal APIs, and custom tools.

No-Code Builder

Build AI Workflows Without Writing Code

The visual agent builder lets your team create custom AI pipelines using a drag-and-drop interface — no developers needed.

Visual Flow Editor

Drag and drop nodes to build complex AI workflows visually. See the entire pipeline at a glance.

Built-in Node Types

LLM Instruction, API Call, Web Scrape, File Read/Write, Code Execution, Conditional Logic nodes.

Scheduled Automation

Run any workflow on a cron schedule. Daily reports, weekly summaries, recurring data processing.

Community Hub

Download pre-built agent flows, prompts, and skills from the community marketplace instantly.

🔀

Flow Builder

Visual drag-and-drop

Scheduler

Cron-based automation

🏪

Community Hub

Pre-built templates

📋

Job History

Full run tracking

Enterprise

Built for Organizations, Not Individuals

👥

Role-Based Access Control

Admin, Manager, and User roles. Fine-grained workspace permissions. Users only see what they're allowed to.

🏢

Multiple Workspaces

Isolated workspaces per department or project. Each with its own documents, LLM, and settings.

📋

Audit Logs

Full event logging — logins, chats, document uploads, user changes. Complete audit trail for compliance.

🔑

SSO Passthrough

Simple SSO integration for pre-authenticating users from your existing identity provider.

📊

Usage Quotas

Set daily message quotas per user. Control AI usage and costs across the organization.

🔒

Password Policies

Enforce minimum character length, uppercase, lowercase, numeric, and symbol requirements.

Privacy & Security

Your Data. Your Infrastructure. Your Control.

🖥️

100% On-Premise

Runs entirely on your server or private cloud. No data is ever sent to Embedent or any third-party.

📡

Air-Gap Capable

Works with zero internet connectivity when using local LLMs (Ollama) and local vector databases (LanceDB).

🔐

JWT Encryption

All sessions secured with JWT. API keys managed with revocation support. All data encrypted at rest.

🌐

HTTPS Support

Built-in HTTPS/SSL support. Configure your own certificates for secure communications.

🚫

No Telemetry by Default

Telemetry is fully optional and opt-in only. By default, zero usage data leaves your infrastructure.

🔑

API Key Management

Generate, rotate, and revoke API keys. Full control over programmatic access to the platform.

Technical Specifications

Enterprise-Grade Tech Stack

Best-in-class components, fully integrated and managed for you.

🤖 LLM Providers 40+
OpenAI GPT-4o Anthropic Claude Google Gemini Azure OpenAI AWS Bedrock Groq Mistral DeepSeek xAI Grok Perplexity Cohere Together AI Fireworks AI OpenRouter NVIDIA NIM SambaNova Ollama (Local) LM Studio (Local) LocalAI (Local) KoboldCPP (Local) Foundry Local LiteLLM + 18 more
🧠 Embedding Models 13+
Native Built-in OpenAI Azure OpenAI Google Gemini Cohere Voyage AI Mistral OpenRouter Ollama LM Studio LocalAI LiteLLM Lemonade (AMD)
🗄️ Vector Databases 11
LanceDB (Default) PGVector Pinecone Chroma ChromaCloud Weaviate Qdrant Milvus Zilliz Astra DB Native Storage
📄 File & Data Formats 15+
PDF DOCX XLSX PPTX CSV TXT HTML Markdown JSON EPUB ODT / ODP MBOX ADOC / RST / ORG
🔍 Web Search Engines 11
DuckDuckGo Bing Google (SerpApi) Google (Serper) Google (SearchApi) Tavily Exa Perplexity Baidu SearXNG Serply
☁️ Deployment Options
Docker Bare Metal (Node.js) AWS Microsoft Azure Google Cloud Platform DigitalOcean Railway Render On-Premise Server Air-Gapped / Offline
Integrations & APIs

Connect Everything

🔌

OpenAI-Compatible API

Drop-in replacement for OpenAI API. Use your existing OpenAI SDK integrations with Embedent as the backend.

📖

Full REST API

Complete REST API with Swagger documentation. Automate everything — users, workspaces, documents, chats.

🔗

MCP Protocol

Model Context Protocol support. Connect any MCP-compatible tool — Jira, GitHub, Slack, custom APIs.

📱

Telegram Bot

Chat with your enterprise AI directly through Telegram. Perfect for teams using messaging apps.

🌐

Embeddable Widget

Add AI chat to any website or internal portal with a single line of JavaScript code.

🖱️

Browser Extension

Clip web pages and send content directly to your workspaces from any browser.

Get Started Today

Ready to See Embedent in Action?

Request a free trial and we'll deploy the full platform on your infrastructure within days.