Enterprise-grade Retrieval-Augmented Generation (RAG) Systems and Shopify ecommerce AI chatbot solutions for businesses in Nigeria, Africa, and the World.
Transform your unstructured documents into intelligent data with sub-second latency retrieval and source citations you can trust.
Trusted by innovative teams across Nigeria, Africa, and the world
Don't settle for AI hallucinations. Our enterprise Retrieval-Augmented Generation (RAG) system combines vector similarity search with keyword matching, intelligent re-ranking, and source citation tracking for grounded, verifiable answers — the standard banks, legal teams, and healthcare providers need before trusting AI. Built on self-hosted pgvector with OpenAI embeddings, so your documents never leave infrastructure you control. See RAG deployment pricing.
PDF, Word, Excel, Markdown, and HTML documents. Automatic OCR for scanned documents. Perfect for enterprise knowledge base AI and document intelligence in Nigeria and Africa.
Semantic chunking with intelligent overlap preservation. Maintains context across document boundaries using advanced NLP and natural language processing techniques.
Enterprise-grade vector storage powered by PostgreSQL with pgvector. Your data never leaves your infrastructure—full privacy, zero third-party exposure, and complete control over your AI knowledge base.
Every AI-generated answer includes source citations with page numbers and confidence scores. Essential for enterprise compliance and trustworthy AI business intelligence.
from imikan import RAGPipeline, VectorStore
# Initialize RAG pipeline with pgvector vector database backend
pipeline = RAGPipeline(
embedding_model="text-embedding-3-large",
vector_store=VectorStore.postgres(
connection_string="postgresql://...",
dimension=1536
),
chunk_size=1000,
chunk_overlap=200
)
# Ingest documents
await pipeline.ingest([
"annual_report.pdf",
"product_specs.docx"
])
# Query with citations
response = await pipeline.query(
"What were Q3 revenue figures?",
include_sources=True
)
# Returns: { answer, sources[], confidence }
Deploy intelligent AI shopping assistants and Shopify AI chatbots that understand your product catalog, manage inventory in real-time, process orders automatically, and guide customers from discovery to checkout with personalized recommendations. The best AI chatbot for Shopify stores in Nigeria, Africa, and globally. Powered by the same RAG and AI chatbot integration that runs our enterprise deployments.
Natural language product search with AI intent classification and entity extraction. Customers ask in plain English, Yoruba, or any language — the chatbot understands and responds intelligently.
AI-driven dynamic pricing optimization based on real-time demand, inventory levels, and competitor analysis. Maximize revenue with intelligent pricing strategies.
Real-time inventory synchronization across all sales channels. Automatic low-stock alerts and predictive restocking recommendations powered by machine learning.
Generate SEO-optimized product descriptions, meta tags, and alt text automatically using large language models (LLM). Improve search rankings while saving hours of manual work.
From AI document ingestion to production deployment, we handle the entire RAG infrastructure and AI chatbot pipeline so you can focus on growing your business. A trusted RAG and AI chatbot vendor based in Lagos, serving regulated industries and startups to enterprise clients across Nigeria, Africa, and the world.
Edge-cached vector search with HNSW indexing and pgvector backend. Global CDN ensures sub-second AI responses anywhere in Nigeria, Africa, or worldwide.
Enterprise-grade security architecture: end-to-end encryption, role-based access control (RBAC), self-hosted vector storage for data residency, and comprehensive audit logs for compliance.
From 1 to 1 million requests. Kubernetes-native auto-scaling architecture that scales horizontally with zero configuration. Built for high-traffic e-commerce and enterprise AI workloads.
Developer-first RESTful APIs, webhooks, and SDKs for Python, TypeScript, and Go. Comprehensive documentation and FastAPI integration guides for rapid AI deployment.
Real-time AI analytics dashboard with insights into query patterns, token usage, conversion rates, customer satisfaction scores, and AI model performance metrics.
Connect with 100+ integrations including Slack, Discord, Zendesk, HubSpot, Salesforce, WhatsApp, and custom webhooks. Seamless AI integration into your existing workflow.
Upload documents or connect your existing databases, cloud storage, or Shopify store. We support PDF, Word, Excel, and over 50 document formats for AI processing.
Automatic document chunking, AI embedding generation, and vector indexing. Choose from OpenAI GPT, Anthropic Claude, or local open-source LLM models for your RAG pipeline.
One-click AI deployment to Render, Vercel, AWS, or your own infrastructure. Custom domains, SSL certificates, and global CDN included for maximum performance.
Production-grade Retrieval-Augmented Generation systems built with FastAPI, PostgreSQL + pgvector, and OpenAI. From proof-of-concept to enterprise deployment.
Global agencies often quote $15,000–$45,000+ for a standard production-ready RAG implementation. We deliver the same robust architecture, scalable infrastructure, and enterprise-grade reliability from Lagos—for 47% to 82% less, with the expertise remaining intact.
One-time implementation
Startups & Small Teams
1–25 employees, first AI knowledge assistant
Internal FAQ & Docs
Product documentation, small support bot
Key Limits
Maintenance
$300 – $800/mo
One-time implementation
SMEs & Mid-Market
25–250 employees, production workloads
Customer Support & Sales
Support chatbot, sales enablement, legal/HR search
Key Limits
Maintenance
$1,500 – $3,500/mo
One-time implementation
Large Enterprises
250+ employees, regulated industries, multinational
Company-Wide AI Platform
Compliance, multi-department hub, custom LLMs
Key Limits
Maintenance
$5,000 – $15,000/mo
| Feature | Standard | Professional | Enterprise |
|---|---|---|---|
| Chat Widget / API | |||
| Slack / Teams Integration | |||
| Document Ingestion (PDF/DOCX) | |||
| HTML / Web Scraping Ingestion | |||
| Structured Data (CSV/SQL) Ingestion | |||
| Source Citations | |||
| Hybrid Search (Keyword + Vector) | |||
| Re-ranking Layer | |||
| Analytics Dashboard | Basic | Advanced | Custom KPIs |
| Document Versioning | |||
| Custom Fine-Tuned Embeddings | |||
| White-Label Solution | |||
| User Authentication | JWT | JWT + OAuth | SAML / OIDC |
| RBAC | Basic (2 roles) | Granular (5 roles) | Custom ABAC |
| Query History Retention | 30 days | 1 Year | Unlimited |
| SLA Uptime | 99.0% | 99.5% | 99.9% |
| Expected Time of Delivery | 1 – 2 weeks | 4 – 8 weeks | 12 – 24 weeks |
| Component | Standard | Professional | Enterprise |
|---|---|---|---|
| LLM Model | GPT-4o-mini | GPT-4o | GPT-4o / Claude / Custom |
| Backend Framework | FastAPI | FastAPI | FastAPI |
| Database | PostgreSQL + pgvector | PostgreSQL + pgvector | PostgreSQL + pgvector |
| Containerization | Docker | Docker | Docker |
| Orchestration | Kubernetes | Kubernetes | Kubernetes |
| Cloud Deployment | AWS/Azure | AWS/Azure | AWS/Azure |
| Monitoring & Logging | |||
| Endpoint Testing | Comprehensive | Comprehensive | Comprehensive |
We don't just build chatbots — We build production RAG systems grounded in your actual documents, with citations you can trust, deployed on infrastructure you own, and optimized for your specific knowledge domain.
You own the code, data, and infrastructure. No SaaS lock-in. No per-user fees.
Every answer traceable to source documents. Critical for legal, compliance, and executive trust.
Modern, lightweight, scalable stack. 3–5x cheaper to operate than bloated alternatives.
Portable, reproducible, cloud-agnostic. Deploy anywhere in hours, not weeks.
These plans are for businesses already running an AI or RAG system — whether built in-house or by another vendor — who need reliable ongoing support without a full rebuild.
Already an Imikan client? Monthly support is included in your plan's Maintenance fee above. No extra charge.
$1,000/mo
$3,000/mo
$5,000/mo
Join 500+ developers and businesses across Nigeria, Africa, Europe, and North America using Imikan Technologies to power their AI applications. Start with our Standard plan. Scale to Professional or Enterprise as you grow.
Expert guides on Retrieval-Augmented Generation, AI chatbot implementation, and enterprise AI solutions for businesses in Nigeria, Africa, and worldwide. Explore our Shopify AI solutions or read frequently asked questions about RAG deployment.
Learn how RAG systems combine large language models with your proprietary data to deliver accurate, grounded AI responses. Perfect for enterprise knowledge management and customer support automation in Nigeria and Africa.
Discover how AI-powered Shopify chatbots can automate customer service, recover abandoned carts, and improve conversion rates. Ideal for e-commerce businesses across Africa and the Middle East.
Explore how businesses in Nigeria, Lagos, Abuja, and across Africa are leveraging AI chatbots, RAG systems, and machine learning to compete globally while reducing operational costs.
Understand the difference between traditional keyword search and modern vector semantic search. Learn how embeddings, pgvector, and HNSW indexing power next-generation AI document retrieval systems.
A comprehensive guide to NLP applications in business: sentiment analysis, named entity recognition, document summarization, and conversational AI. Learn how to implement NLP for customer insights and automation.
From choosing the right LLM to deploying RAG pipelines and AI chatbots. This practical guide covers FastAPI, pgvector, OpenAI integration, and production deployment strategies for AI-powered business applications.
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