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Fiverr Pro
Français
$
USD
I will build a private rag chatbot with citations
Romain Kinoux
À propos de ce service
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.
Découvrez Romain Kinoux
Romain Kinoux
Building Private AI Assistants and Automation Systems
- DeFrance
- Membre depuisjuil. 2022
- Dernière commande10 mois
Langues
Français, Anglais
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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FAQ
What do you need from me to start?
Your document types (PDF/Docs/HTML), approximate size/volume, preferred LLM (Ollama/OpenAI/etc.), and where you will run it (local/VPS).
Do you build a UI / web app interface?
No. This gig is code-only (Python + Docker + CLI). You run it yourself using the provided README.
Can I run it privately (no data sent to third parties)?
Yes—if you choose a local LLM (Ollama) and run everything on your machine/VPS. If you use an external API (OpenAI, etc.), data will be sent to that provider.
What “citations” mean here?
The agent returns answers with sources (document name + excerpt/snippet and/or link/identifier), so you can verify where the answer comes from.
Is fine-tuning included?
No. This gig delivers a RAG retrieval system, not model training. Fine-tuning can be discussed as a separate custom request.
What counts as a revision?
Revisions cover fixes/adjustments within the agreed scope (bug fixes, small config tweaks), not new features or a different workflow.
Do you provide ongoing support/maintenance?
No ongoing support. You receive a runbook/README so you can operate it autonomously. Extra support can be ordered separately if needed.
