I will build rag and offline llm chatbots

A
awaisahmed01
A
awaisahmed01
Awais Ahmed
build rag and offline llm chatbots
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build rag and offline llm chatbots

About this gig

Want a chatbot that answers from YOUR documents, website or database, with no made-up answers?

I build production RAG chatbots. My recent work includes a chatbot for a commercial bank that runs fully offline on a local Llama 3.1 model, and an AI analytics assistant serving KPI insights across 5+ markets for a global beauty brand.

What I build:

  • Custom RAG chatbots trained on PDFs, Word, websites, Notion or SQL data
  • Private, offline LLM chatbots (Llama, Mistral, DeepSeek via Ollama). Your data never leaves your server
  • OpenAI, Claude or Gemini powered assistants
  • AI agents and automations with LangChain and LangGraph
  • Chatbot REST APIs (FastAPI) and website or WhatsApp integration
  • Website crawling, chunking and vector search (ChromaDB, FAISS, Pinecone)

What you get:

  • Source-cited answers that reduce hallucinations
  • Streamlit or web chat UI, or an API for your app
  • Clean code, a setup guide and deployment help (Docker, VPS)

Tools: Python, LangChain, Hugging Face, Ollama, ChromaDB, FastAPI, Streamlit.

Message me with your data type and goal before ordering. I'll suggest the right model and package.

  • Bot type

    • Customer Service & Support
    • Social Media & Content
    • Scheduling & Assistance
    • Entertainment & Gaming
    • Learning & Development
    • Health & Wellness
    • Travel & Transportation
    • Food & Restaurant Services
    • News & Information Updates
    • Survey & Feedback Collection
    • Real Estate Assistance

  • AI engine

    • BERT
    • DALL·E
    • DeepSeek
    • Gemini
    • Generative Adversarial Networks (GANs)
    • LLaMA
    • MidJourney
    • Claude.ai
    • Vapi.ai
    • ChatGPT
    • Ollama

  • Programming language

    • Python
    • R
    • PyTorch
    • TensorFlow
    • Keras

  • Tools & frameworks

    • Microsoft Bot Framework
    • Botpress
    • Dialogflow
    • Hugging Face
    • LangChain

  • Platforms

    • WhatsApp
    • Discord
    • SMS/Text Messaging
    • Websites
    • Mobile Apps

Get to know Awais Ahmed

Awais Ahmed

AI Engineer, RAG Chatbots, LLMs, Computer Vision Data Science

  • FromPakistan
  • Member sinceMay 2021
  • Avg. response time1 hour

  • Languages

    English, Urdu
Hi, I'm Awais, an AI Engineer and Data Scientist with 3 years of production experience for global brands and banks. I build custom RAG chatbots and private, offline LLM assistants (Llama, Ollama, LangChain), computer vision systems (YOLO object detection, OpenCV), machine learning models in Python, and data science dashboards. Recent work: a bank chatbot on a local Llama 3.1 model, CV models that cut manual work by 60%, and analytics on 240,000+ tickets. Clean code, clear docs, on-time delivery.

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