Azure-Samples / aisearch-openai-rag-audio
A simple example implementation of the VoiceRAG pattern to power interactive voice generative AI experiences using RAG with Azure AI Search and Azure OpenAI's gpt-4o-realtime-preview model.
Why this job: says: rag; topics: rag, retrieval-augmented-generation, vector-database
What it does
- Voice interface. The app uses the browser's microphone to capture voice input, and sends it to the backend where it is processed by the Azure OpenAI GPT-4o Realtime API.
- RAG (Retrieval Augmented Generation). The app uses the Azure AI Search service to answer questions about a knowledge base, and sends the retrieved documents to the GPT-4o Realtime API to generate a response.
- Audio output. The app plays the response from the GPT-4o Realtime API as audio, using the browser's audio capabilities.
- Citations. The app shows the search results that were used to generate the response.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 3 days ago
- Stars
- 565
- +1 this week
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Python
- 30% of the code
Is it looked after?
- Contributors
- 2
- Last 90 days
- Issues
- 43% closed
- 39 still open
- Pull requests
- 37 merged
- 11 waiting
- Releases
- None
- Never published
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More: languages, topics and project record
Languages
- Python 30%
- TypeScript 29%
- Bicep 28%
- JavaScript 4%
Topics
- ai-azd-templates
- azd-templates
- azure
- azure-ai-search
- generative-ai
- gpt
- language-model
- openai
- rag
- retrieval-augmented-generation
- search
- vector-database
Project record
- JobRAG and search
- StatusListed
- Commits107
- Forks357
- Watching17
- Stars in 28 days+3
- CreatedSep 19, 2024
- First seen by usNov 7, 2026
- CheckedNov 7, 2026