RAG Pipeline Setup — AI That Knows Your Data by Serhii LukashRAG Pipeline Setup — AI That Knows Your Data by Serhii Lukash
RAG Pipeline Setup — AI That Knows Your DataSerhii Lukash
Cover image for RAG Pipeline Setup — AI That Knows Your Data
Tired of AI that hallucinates or doesn't know your business? 🤖
I build custom RAG (Retrieval-Augmented Generation) pipelines that connect your documents, databases, or knowledge base directly to an LLM — so you get accurate, context-aware answers every time.
What you get:
📄 Document ingestion pipeline (PDF, Notion, URLs, Google Docs, etc.) 🗄️ Vector database setup (Pinecone, Chroma, Weaviate, or Qdrant) 🧠 LLM integration (OpenAI, Claude, Gemini, or open-source) 🔍 Query engine with semantic search 🐍 Clean Python codebase — easy to maintain and extend
Built with: LlamaIndex · LangChain · Python
Perfect for: startups, SaaS products, internal tools, support bots, or any business that wants AI to actually know their content.
Not sure if RAG is right for your use case? Message me — I'll tell you honestly.
FAQs

Example work
Serotonin Script: AI Medical Content Engine & RAG Pipeline
Serotonin Script: AI Medical Content Engine & RAG Pipeline
Serhii's other services
Cover image for Full-Stack AI MVP Development — From Idea to Production
Full-Stack AI MVP Development — From Idea to Production$1,500
Cover image for Voice AI Agent Development — Inbound, Outbound & Booking
Voice AI Agent Development — Inbound, Outbound & Booking$800
Starting at$300
Duration2 weeks
Tags
FastAPI
LangChain
LlamaIndex
OpenAI
Python
RAG
AI Automation
LLM
Vector Database
Service provided by
Serhii Lukash Vinnytsia, 21000
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Followers
RAG Pipeline Setup — AI That Knows Your DataSerhii Lukash
Starting at$300
Duration2 weeks
Tags
FastAPI
LangChain
LlamaIndex
OpenAI
Python
RAG
AI Automation
LLM
Vector Database
Cover image for RAG Pipeline Setup — AI That Knows Your Data
Tired of AI that hallucinates or doesn't know your business? 🤖
I build custom RAG (Retrieval-Augmented Generation) pipelines that connect your documents, databases, or knowledge base directly to an LLM — so you get accurate, context-aware answers every time.
What you get:
📄 Document ingestion pipeline (PDF, Notion, URLs, Google Docs, etc.) 🗄️ Vector database setup (Pinecone, Chroma, Weaviate, or Qdrant) 🧠 LLM integration (OpenAI, Claude, Gemini, or open-source) 🔍 Query engine with semantic search 🐍 Clean Python codebase — easy to maintain and extend
Built with: LlamaIndex · LangChain · Python
Perfect for: startups, SaaS products, internal tools, support bots, or any business that wants AI to actually know their content.
Not sure if RAG is right for your use case? Message me — I'll tell you honestly.
FAQs

Example work
Serotonin Script: AI Medical Content Engine & RAG Pipeline
Serotonin Script: AI Medical Content Engine & RAG Pipeline
Serhii's other services
Cover image for Full-Stack AI MVP Development — From Idea to Production
Full-Stack AI MVP Development — From Idea to Production$1,500
Cover image for Voice AI Agent Development — Inbound, Outbound & Booking
Voice AI Agent Development — Inbound, Outbound & Booking$800
$300