AIJan 30, 2025Build an end-to-end RAG pipeline entirely in psql using pgrag and DeepSeekRetrieval Augmented Generation (RAG) works by taking a user’s question, searching for information relevant to that question, and then including the retrieved information alongside the question in a prompt to an AI chat model ChatGPT/Claude/DeepSeek, please answer question X using...George MacKerron
AIJan 22, 2025Generative Feedback Loops with Neon serverless Postgres, Azure Functions, and Azure OpenAIAs vector search and Retrieval Augmented Generation(RAG) become mainstream for Generative AI (GenAI) use cases, we’re looking ahead to what’s next. GenAI primarily operates in a one way direction, generating content based on input data. Generative Feedback Loops (GFL) are focused...Bobur Umurzokov
AIJan 14, 2025How to Create Your Personal AI Powered Email Assistant in AzureThis blog explains how to build an AI powered email Assistant that can draft, edit, and send emails, store them as vector embeddings, and retrieve similar emails using contextual search. The assistant leverages Semantic Kernel for AI operations, Neon for vector storage, and Azure...Konstantinos Passadis
AIJan 08, 2025Building an Intelligent SQL Query Assistant with Neon, .NET, Azure Functions, and Azure OpenAI serviceNeon SQL editor provides AI driven features, such as SQL generation to easily convert natural language requests to SQL. However, there may be situations where you need to build your own AI query assistant for custom needs. For example, you might need tighter integration with your...Bobur Umurzokov
AIDec 20, 2024Building a CLI Client For Model Context Protocol ServersThe Model Context Protocol (MCP) keeps gaining traction in the AI space, and since the launch of the Neon MCP Server (2 weeks ago), the community has built dozens of these servers across a wide spectrum of domains. However, the Claude Desktop app has established itself as the def...Pedro Figueiredo
AIDec 20, 2024How to Add a Postgres Database to Your Replit Agent ProjectIf you’ve used Replit Agent, you already know it can configure your development environment, build apps, and deploy them to the cloud—all without needing to install anything yourself. But what you might not know is that Agent can configure databases for you, ensuring your applica...Matt Palmer
"I dropped a table in production—now what?" Learn how to fix it in seconds with Neon's instant PITR
