#rag Development Tutorials & Tips | Roast Dev

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Power up your RAG chatbot with Snowflake Cortex Search Boosts and Decays

Introduction On April 28, 2025, Snowflake added Boosts / Decays to Cortex Search, their managed solution for building Retrieval-Augmented Generation (RAG) applications. This feature enables y...

01.05.2025 0 Read More

Building a Local RAG System with MCP for VS Code AI Agents: A Technical Deep Dive

In my previous post, I shared how I supercharged my VS Code AI agent with a local RAG (Retrieval-Augmented Generation) system using MCP (Model Context Protocol). Today, I'm following up with a detaile...

02.05.2025 0 Read More

Couchbase Weekly Updates - May 2, 2025

May the 4th be with you! We are a couple of days early with that greeting, but we just couldn’t wait to get more updates out to you. 🪄 Announcing Couchbase MCP Server - The Couchbase MCP Server ...

02.05.2025 0 Read More

LimeLight-An Autonomous Assistant for Enterprise Community Platforms Using RAG, LangChain, and LLaMA 3

In today’s dynamic online communities, users frequently seek clarity on enterprise technologies, frameworks, and tools. However, many relevant posts go unanswered or receive inconsistent feedback. T...

03.05.2025 0 Read More

Power up your RAG chatbot with Snowflake Cortex Search Boosts and Decays

Building a Local RAG System with MCP for VS Code AI Agents: A Technical Deep Dive

Couchbase Weekly Updates - May 2, 2025

LimeLight-An Autonomous Assistant for Enterprise Community Platforms Using RAG, LangChain, and LLaMA 3

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