I will build a rag chatbot or llm application using azure openai and ai search


Vetted Pro
Level 1
Selezionato da Fiverr Pro
LSI Analytics selezionato dal team Fiverr Pro per la sua esperienza.
Informazioni su questo servizio
Azure OpenAI RAG Chatbot
Built a production RAG chatbot for a finance and consulting client using
Azure OpenAI, Azure AI Search and Azure Document Intelligence. The system
ingests internal policy documents and knowledge base content, then answers
staff queries accurately in real time.
Deployed to Azure Container Apps with managed identity authentication
no API keys in code at any point. Configured Azure AI Search with custom
embedding models and semantic search for accurate document retrieval.
Built a monitoring dashboard with Application Insights for real-time
latency, response quality and cost-per-query tracking.
Stack: Azure OpenAI · Azure AI Search · Document Intelligence · LangChain
· Container Apps · Managed Identity · Application Insights · Azure DevOps
Scopri di più su LSI Analytics
Vetted Pro
AI and Data Solutions That Actually Ship
Level 1
LSI Analytics fa parte del catalogo di Fiverr Pro ed è stato selezionato da un team di Fiverr Pro per le sue capacità e competenze.
Selezionato per
Data engineer
Data science e ML
Sviluppo AI
Sviluppo di chatbot
- DaGermania
- Membro dalug 2023
- Tempo di risposta medio2 ore
- Ultima consegna6 giorni
Lingue
Tamil, Tedesco, Inglese, Francese
FAQ
Which Azure OpenAI models do you use?
GPT-4o and GPT-4o-mini for chat and reasoning, text-embedding-3-large for vector embeddings, Whisper for audio transcription and DALL-E 3 for image generation where needed. Model selection depends on your cost, quality and latency requirements — we advise on this before you order.
Can you build a RAG chatbot using our internal SharePoint or PDF documents?
Yes — Azure Document Intelligence handles PDF, DOCX, XLSX, PPTX, images and SharePoint integration. The Azure RAG Build package covers full document ingestion, chunking, embedding, indexing and retrieval end to end.
Is this GDPR compliant? Will our data be sent to OpenAI?
With Azure OpenAI (not the OpenAI API directly), your data stays within your Azure tenant in EU regions. Microsoft's data processing agreement for Azure OpenAI explicitly covers GDPR. Your data is not used for model training. This is the critical distinction for European clients.
Can you deploy this so non-technical staff can use it — not just via API?
Yes. We add a Streamlit or React frontend deployed to Azure Container Apps, giving your team a browser-based chat interface with no code required. Mention this when you message us and we include it in the scope confirmation.
We already have Azure infrastructure. Can you work within our existing environment?
Yes — we prefer it. Working in your existing Azure subscription means the deployment stays in your control from day one. We request Contributor access on a specific resource group only, not subscription-wide.
