I will build a custom rag pipeline with your data using llms

M
mubashirs_dev
M
mubashirs_dev
Mubashir S
build a custom rag pipeline with your data using llms
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build a custom rag pipeline with your data using llms
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build a custom rag pipeline with your data using llmsbuild a custom rag pipeline with your data using llmsbuild a custom rag pipeline with your data using llmsbuild a custom rag pipeline with your data using llms

About this gig

Turn your documents into a smart AI chatbot with a custom RAG (Retrieval-Augmented Generation) system.

Generic AI doesn't know your specific business data. I build production-ready RAG pipelines connecting your private knowledge base to LLMs so your assistant answers accurately, cites real sources, and never hallucinates.

What I Design & Build:

  • Document Ingestion: PDFs, CSVs, websites, Notion, Google Drive
  • Vector Database Setup: Pinecone, Qdrant, ChromaDB, Weaviate, Supabase pgvector
  • Smart Retrieval: Embeddings, hybrid search, and Cohere reranking for maximum accuracy
  • LLM Integration: OpenAI GPT, Anthropic Claude, Google Gemini, or self-hosted models (Ollama)
  • n8n Automation: Auto-syncing workflows to keep your knowledge base constantly updated
  • Prompt Engineering: Guardrails for grounded, citation-backed answers
  • Deployment: API endpoints, webhooks, or messaging integrations (Slack, WhatsApp)

Perfect For:

  • Customer support chatbots
  • Internal company knowledge bases
  • Document Q&A & research tools

I build and manage self-hosted AI infrastructure and n8n workflows daily this isn't theory, it's my exact toolkit.

  • AI engine

    • ChatGPT
    • Claude
    • Gemini
    • Grok
    • Mistral AI
    • Hugging Face
    • Ollama
    • OpenRouter

  • Tools & frameworks

    • LangChain
    • LangGraph
    • LlamaIndex
    • n8n

  • AI solution type

    • AI agent
    • AI chatbot
    • Rag system
    • AI workflow
    • Internal AI tool

  • Purpose

    • Knowledge management
    • Research
    • Document processing
    • Data analysis
    • Reporting
    • Internal operations
    • Project management
    • It support

Get to know Mubashir S

Mubashir S

AI Engineer Automation Specialist n8n Python Expert

  • FromPakistan
  • Member sinceMar 2026

  • Languages

    Urdu, English
I build intelligent systems that turn manual tasks into "set-and-forget" workflows. As a Computer Science specialist with a focus on AI Engineering, I combine the logical precision of Python with the versatility of n8n to create high-performance automations. What I do: Advanced n8n Workflows (Cloud/Self-hosted) Custom Python Nodes & Scripting AI/LLM Integration (Gemini, OpenAI) API & Webhook Connectivity I don’t just connect apps; I architect scalable solutions that save you hours. Let’s automate your growth. Message me to get started!

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