RRapidRAGRAG-as-a-ServiceSign in

● RAG-AS-A-SERVICE · WEBSITE CHAT WIDGET · MCP · CHAT CHANNELS

AI bot on your website.
Chat channels for the rest of your team.

An AI assistant grounded in your organisation's knowledge. Connect repositories, drives, and websites, then deliver governed answers in Slack and Google Chat, on your own site through the embeddable Website Chat Widget, and to approved AI agents via MCP — all available today.

🚀 Start free trial — connect your first source in 3 min 📅 Watch a 2-min demo

Website Chat WidgetMCP for AI agentsSlack & Google ChatLead capture modeGitHub & GitLabGoogle DriveOn-prem availableConfluence & Notion coming soonDiscord coming soon

The Problem

We know you feel this

👨‍💻Developers

You waste weeks stitching together embeddings, vector DBs, retrieval logic, and chat APIs — then maintain it forever.

⚖️Legal teams

Critical contract and policy questions get buried in PDFs. You wait hours for someone to search manually.

🧑‍💼Team leads

Your team asks repetitive questions already answered in internal docs — but nobody finds them in time.

🏢Companies

You have a goldmine of knowledge in Drive, Notion, GitHub — but it's trapped. No single interface to query it all.

The Platform

Fully managed RAG-as-a-Service. From ingestion to answer.

RapidRAG is the complete RAG-as-a-Service layer for your organisation. We own the entire stack — document ingestion, chunking strategy, vector embedding, semantic retrieval, LLM orchestration, and chat delivery — so your team owns none of the complexity. You connect your sources; we keep them in sync and answering.

✅

No infrastructure to manage — hosted pipeline with 99.9% uptime SLA, fully maintained for you.

✅

No integration work— pre-built connectors for GitHub, GitLab, Google Drive, websites, and document uploads. Confluence & Notion coming soon.

✅

No new tools to learn — answers land in Slack, Google Chat, or directly on your website where your team and customers already are.

✅

Your deployment, your rules — run in our cloud or deploy on-prem inside your own infrastructure.

What's in the service

Every layer. Fully managed. Always on.

🔄

Auto-sync pipelineDocuments ingested and re-indexed on schedule or on push — zero manual re-runs.

🧠

Managed embeddingsWe choose and upgrade the embedding model so you never worry about model drift.

🗄️

Hosted vector storeProduction-grade vector DB included — no Pinecone or Weaviate bills.

🤖

LLM orchestrationRetrieval, context assembly, and prompt management handled for you.

🎯

Smart AI system promptsGive your agent its own rules — define tone, scope, and response style per knowledge base. Your team's AI, your way.

📡

Multi-channel deliverySlack and Google Chat bots, the embeddable Website Chat Widget, and governed MCP access for AI agents — all included. Discord coming soon.

📊

Usage & audit dashboardEvery query, answer, and source citation logged with role-based access control.

🏠

On-prem deploymentDeploy entirely within your own infrastructure — full data sovereignty, no cloud dependency required.

Website AI Chat Bot

Your AI assistant, embedded where customers arrive

The Website Chat Widget embeds RapidRAG directly on your site while keeping RAG calls, knowledge-base access, and secrets server-side. Generate the script, verify your domain, bind approved knowledge bases — and your website answers customer questions from your own governed content.

Website Chat Widget

Embed the AI bot where visitors arrive

Generate a versioned script, verify the domain, bind approved knowledge bases, and answer customer questions from your own content.

Two modes

Lead capture or quick start

Use lead capture with name, email, consent, and Turnstile, or quick-start mode when visitors should ask immediately.

Enterprise controls

Server-side security by design

Verified domains, no browser-exposed credentials, and per-deployment knowledge-base binding keep every conversation governed.

Agent Connections · MCP

Governed knowledge access for AI agents

RapidRAG is an MCP server for your organisation's knowledge. Approved AI agents — Claude, IDE assistants, and internal automations — query your knowledge bases through controlled MCP tools instead of loose document exports, with every call authenticated, scoped, and logged.

Controlled tools

Query, never export

Agents retrieve answers through MCP tools bound to specific knowledge bases — your documents never leave the platform.

API keys & policies

Per-connection credentials

Each agent connection gets its own scoped API key that can be rotated or revoked at any time, with knowledge-base level access policies.

Full auditability

Every agent call logged

Usage dashboards and audit logs record every agent query and answer, so compliance reviews take minutes, not days.

Simple as 1-2-3

How the service works

Connect your sources

Choose from our connector library: GitHub repos, GitLab projects, Google Drive folders, websites, and document uploads. OAuth login → pick your folders → done.

→

Sync & index automatically

RapidRAG ingests your documents, splits them intelligently, creates vector embeddings, and builds a searchable knowledge base. Sync runs on a schedule or on demand.

→

Deploy your AI bot

Launch in Slack or Google Chat, embed the Website Chat Widget on your site, or connect approved AI agents via MCP — the same governed knowledge answers your team, your visitors, and your agent workflows.

Total setup time: under 5 minutes for a simple source + chat channel.

Benefits

For everyone on your team

👨‍💻

For Developers

Skip infrastructure — the full RAG pipeline is a service, not a library.
No vendor lock-in — export your vectors or bring your own LLM key.
Full logging & security — every query visible, access controlled.

⚖️

For Legal Teams

Query contracts and policies in plain English.
Receive answers with source links — no more scanning 200-page PDFs.
Audit-ready logs — every question and answer stored for compliance.

🧑‍💼

For Team Leads

Reduce repetitive questions — onboard new hires faster.
Define AI rules with smart system prompts — set tone, scope, and response style per team.
Save hours weekly — your team stops searching and starts doing.

🏢

For Companies

One service unifies knowledge across GitHub, GitLab, Google Drive, and your websites.
Deploy to existing tools — Slack and Google Chat for your team, the Website Chat Widget for your customers.
Scale without hiring — one platform serves hundreds with no extra engineering.

Real-world use cases

Works for every team

Team	How RapidRAG helps
Engineering	“How does the payment service handle idempotency?” → bot pulls from GitHub README + internal design doc.
Customer Support	Agents ask “What's the refund policy for EU customers?” → answer in seconds from the knowledge base.
Website Visitors	Visitors ask product, shipping, warranty, or onboarding questions directly in the Website Chat Widget on your site.
Legal	“Show NDAs from Q1 with a non-compete clause” → retrieved from Google Drive folder.
AI Agents	Approved MCP clients query governed RapidRAG knowledge through controlled tools instead of exported document dumps.
HR Onboarding	New hire asks “How do I set up my dev environment?” → bot answers from internal wiki + GitHub guide.
Sales	“What are our API rate limits?” → answer from public docs + internal Slack policy.
Freelancers & Consultants	Use your own Drive + GitHub. Create a personal Google Chat bot or add the widget to your site. Ask from anywhere.

Why RapidRAG

vs. the alternatives

Competitor / Approach	Problem	RapidRAG Advantage
Building with LangChain + Pinecone	100+ hours, constant maintenance	Ready in 5 minutes
OpenAI Assistants API	No document sync, no multi-source connectors	Auto-sync from GitHub / Drive
Slack GPT / Claude bots	No RAG — limited context window	Full RAG with source citations
Generic website chat plugins	No governed RAG over your synced company knowledge	Website AI bot backed by RapidRAG knowledge bases
Traditional search (Algolia, Elastic)	Returns links, not answers	Answers directly in chat
DIY vector DB (Pinecone / Weaviate)	Ongoing cost + ops burden	Hosted vector store included in service
Most SaaS AI tools	Cloud-only — your data leaves your walls	On-prem deployment available — full data sovereignty

Security & Compliance

Built for business

🔒 Encryption at rest and in transit

👥 Role-based access control

📋 Audit logs for every query and answer

🏠 On-prem deployment — run entirely within your own infrastructure for full data sovereignty

🔑 HashiCorp Vault for secrets management

🌐 Verified domains for website widgets

🔐 No browser-exposed RAG keys or AI service credentials

🧩 Controlled MCP access for approved agents

🛡️ SOC 2 Type II (in progress)

🔁 99.9% uptime SLA — production-grade managed service

Deploy on your website, in Slack and Google Chat, and to AI agents via MCP.

No infrastructure. No maintenance. Connect your first source now and deliver governed answers everywhere your business runs.

🚀 Get started free

Get in touch

Support, sales, and our office

🛠️

Customer Support

Technical assistance, account management, and general support questions.

✉ [email protected]

🤝

Sales & Partnerships

Questions about pricing plans, custom branding, and partnership opportunities.