Your Documents. Your AI.
Your Privacy.
Upload your company documents and ask questions. Kerdos AI answers strictly from your data — powered by LLaMA 3.1, FAISS vector search, and enterprise-grade RAG. Your data never leaves your environment.
Try It Right Now
Use the embedded Gradio UI or walk through the REST API yourself — step by step.
Demo requires a Hugging Face API token with write access. For a fully private deployment, contact us.
Everything You Need
Built for enterprise document intelligence — not just a chatbot.
Upload PDF, DOCX, TXT, MD, and CSV files — all parsed and indexed automatically.
Answers are generated only from your uploaded documents — no hallucination from internet knowledge.
Upload and query across multiple files simultaneously with a unified index.
Maintains full conversation context across questions — natural dialogue, not one-shot Q&A.
CPU-friendly embeddings with all-MiniLM-L6-v2 + FAISS. Runs without expensive GPU hardware.
Files are processed in-memory and never stored after your session ends.
RAG Pipeline Architecture
A retrieval-augmented generation pipeline that grounds every answer in your documents.
Upload documents → parsed & chunked into 512-char segments with 64-char overlap
Chunks are embedded using all-MiniLM-L6-v2 and stored in a FAISS in-memory index
Your question is embedded → Top-K most relevant chunks fetched via cosine similarity
LLaMA 3.1 8B receives only the retrieved chunks and generates a grounded, cited answer
One API. Every Industry. Any Document.
The Kerdos AI RAG API integrates into your existing workflows in under an hour. Upload your proprietary documents and get hallucination-free, grounded answers — privately, at scale.
Healthcare & Pharmaceuticals
Instant answers from clinical trial documents and drug monographs
Challenge: Clinical teams spend hours searching regulatory submissions, pharmacovigilance reports, and RCT data.
Solution: Index clinical trial documents and drug monographs once. Query them in milliseconds with natural language — strictly grounded in your own data.
What to upload
POST /sessions/{id}/chat
“What are the contraindications for Drug X in diabetic patients?”
Legal & Compliance
AI-powered contract review with zero data leakage
Challenge: Reviewing hundreds of pages of contracts, NDAs, and regulatory filings is slow and error-prone.
Solution: Upload contracts and compliance documents. Get instant, citation-grounded answers on obligations, risk clauses, and deadlines. Your data never leaves your environment.
What to upload
POST /sessions/{id}/chat
“Summarise the indemnity clause in Schedule 3”
Banking, Financial Services & Insurance
Query RBI circulars, Basel III frameworks, and internal audit reports
Challenge: Internal teams need quick access to policy documents, investment frameworks, and regulatory circulars — accurately.
Solution: A private, grounded LLM that answers only from your internal documents. No hallucinations. No external API leakage. Full audit trail for compliance.
What to upload
POST /sessions/{id}/chat
“What is the capital adequacy ratio threshold per this policy?”
Manufacturing, EPC & Infrastructure
Field engineers query SOPs and safety manuals in natural language
Challenge: Field engineers need operational manuals, safety SOPs, and equipment specs on demand — often on-site without reliable internet.
Solution: Deploy the RAG API on-premise. Engineers query manuals using plain English — even in air-gapped environments — and get step-by-step, grounded answers.
What to upload
POST /sessions/{id}/chat
“What is the emergency shutdown procedure for Boiler Unit 4?”
Government & Public Sector
Instantly search tender specifications and statutory documents
Challenge: Government departments manage large volumes of statutory documents, tender specifications, and RTI responses that are slow to navigate.
Solution: Index tender documents and policy circulars. Enable officers to query eligibility conditions, submission procedures, and compliance requirements in seconds.
What to upload
POST /sessions/{id}/chat
“What is the EMD amount and submission deadline for this tender?”
HR, L&D & Organisational Knowledge
Give every employee a self-service AI assistant for HR queries
Challenge: Employees repeatedly ask the same questions on leave policies, onboarding procedures, and compliance norms — wasting HR bandwidth.
Solution: Index your employee handbook, POSH policy, payroll SOPs, and HR circulars. Deploy a private internal chatbot that answers only from approved HR documents.
What to upload
POST /sessions/{id}/chat
“How many earned leaves can I carry forward this year?”
Interested in a tailored enterprise pilot? partnership@kerdos.in
Open-Source, Battle-Tested
Embed Kerdos AI on Any Website
A lightweight JavaScript widget backed by the Kerdos AI RAG API. Add a floating document Q&A chatbot to your product, knowledge base, or internal portal with a single <script> tag.
<!-- Kerdos AI Widget --> <script src="https://cdn.kerdos.in/ai-widget.js" data-session="auto" data-theme="dark" data-primary="#0ea5e9" > </script>
One tag. Instant document Q&A.
Full Power. Full Privacy. Full Control.
The demo gives you a taste. The enterprise edition gives your organisation complete data sovereignty.
Private LLM Hosting
On-premise or private-cloud deployments — your data never reaches any external API.
Custom Model Fine-tuning
Models fine-tuned on your domain data for dramatically higher accuracy on your content.
Data Privacy Guarantees
Complete isolation. Zero external data transfer. Full audit logs.
White-label Deployments
Fully branded for your organisation — your name, your logo, your product.
Help Us Build the Enterprise Edition
We're raising investment to build the fully customisable enterprise edition — private on-premise LLM deployments, custom fine-tuning, and white-label solutions for Indian and global enterprises.
Kerdos Infrasoft Pvt. Ltd. (CIN: U62099KA2023PTC182869) · Bengaluru, Karnataka · Est. December 2023