I will build a private rag chatbot with citations

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Romain Kinoux
Alcune informazioni sono riportate in lingua inglese.

Informazioni su questo servizio

Need a private chat with your documents RAG agent that runs on your own machine/VPS?

I will deliver a self-hosted RAG agent (code-only) with citations/sources so you can trust the answers.


What you get

  • Python + LangChain project (clean repo)
  • Document ingestion + indexing pipeline
  • RAG retrieval with citations (source links/snippets)
  • Config via .env + runnable CLI commands
  • Dockerfile (and Compose templates when needed)
  • Logging + basic evaluation script (sample Q/A)


Compatible with

  • Ollama (local) or any LangChain-compatible LLM API (OpenAI, etc.)


Important

  • No UI / no front-end
  • No ongoing support (delivery includes a clear README + runbook)
  • Fine-tuning is not included (available only if explicitly requested)


Message me before ordering with: document types, approx size, hosting target, and preferred LLM.

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Romain Kinoux

Building Private AI Assistants and Automation Systems

  • DaFrancia
  • Membro dalug 2022
  • Ultima consegna10 mesi
  • Lingue

    Francese, Inglese
AI Developer specializing in custom AI models, from chatbots to data processing and NER systems. I help businesses integrate AI efficiently, using open-source models and optimized training techniques. Whether you need dataset creation, model fine-tuning, or full-scale AI deployment, I deliver clear, results-driven solutions. My approach is transparent, well-documented, and tailored to your needs. Let’s bring your AI project to life—contact me to discuss your idea!

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