“Chat with your data” solution accelerator – now available on GitHub

Microsoft has announced a blog “Chat with your data” solution accelerator – now available on GitHub. This information can be found at Microsoft Azure AI Blog.

What is the "Chat with your data" Solution Accelerator? The "Chat with your data" solution accelerator. is a GitHub repository offering a template for end-to-end RAG pattern implementation using the "Retrieve-then-read" interaction pattern. The repository includes instructions on customization and usage to suit specific needs. This solution accelerator combines the GPT model in Azure OpenAI Service with an Azure Cognitive Search index generated from your data, integrating them into a web application to deliver a natural language interface for search queries.

Key features of the "Chat with your data" solution accelerator The features of the "Chat with your data" solution accelerator include:
- Easy integration between ChatGPT and Azure Cognitive Search, allowing developers to quickly connect existing search infrastructure to ChatGPT-powered chat interfaces;
- Context-aware conversations that leverage ChatGPT's capabilities to better understand user intent and queries, ensuring relevant search results in line with the user's conversational context;
- Customizable experiences to cater to specific business needs, with easy prompt configuration;
- Admin and end-user interfaces for administrative configurations and user interaction;
- Multiple built-in orchestration patterns and frameworks extension support;
- Support for various document formats and URL data ingestion. (e.g., pdf, docx, markdown, txt, etc.);
- Vector search support for data embeddings at ingestion and query-time;
- Semantic search support with instructions on enabling the feature;
- Best practices, limitations, and alternative options for various implementation needs.

Click here to learn more. To get started, visit the GitHub Repo.