Forem

# rag

Retrieval augmented generation, or RAG, is an architectural approach that can improve the efficacy of large language model (LLM) applications by leveraging custom data.

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
Vector Database Indexing: A Comprehensive Guide

Vector Database Indexing: A Comprehensive Guide

Comments
7 min read
Implementing Simple RAG in local environment /w .NET (C#).

Implementing Simple RAG in local environment /w .NET (C#).

Comments
5 min read
What I learned building my first AI Agent – Part 1
Cover image for What I learned building my first AI Agent – Part 1

What I learned building my first AI Agent – Part 1

1
Comments
7 min read
Questions to ask before you build a knowledge graph
Cover image for Questions to ask before you build a knowledge graph

Questions to ask before you build a knowledge graph

6
Comments
1 min read
Implement an end-to-end RAG solution with watsonx.ai and Elasticsearch SQL
Cover image for Implement an end-to-end RAG solution with watsonx.ai and Elasticsearch SQL

Implement an end-to-end RAG solution with watsonx.ai and Elasticsearch SQL

2
Comments
2 min read
Beyond Keywords: Introducing MindsDB Knowledge Bases for RAG and Semantic Search
Cover image for Beyond Keywords: Introducing MindsDB Knowledge Bases for RAG and Semantic Search

Beyond Keywords: Introducing MindsDB Knowledge Bases for RAG and Semantic Search

1
Comments
8 min read
Building a Local RAG System with MCP for VS Code AI Agents: A Technical Deep Dive
Cover image for Building a Local RAG System with MCP for VS Code AI Agents: A Technical Deep Dive

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

25
Comments 3
17 min read
Building Dcup: An Open-Source RAG Pipeline with a Twist

Building Dcup: An Open-Source RAG Pipeline with a Twist

1
Comments 1
2 min read
Building Custom Kendra Connectors and Managing Data Sources with IaC

Building Custom Kendra Connectors and Managing Data Sources with IaC

Comments
15 min read
Relevance Feedback in Informational Retrieval
Cover image for Relevance Feedback in Informational Retrieval

Relevance Feedback in Informational Retrieval

6
Comments
11 min read
RAG Search with AWS Lambda and Bedrock
Cover image for RAG Search with AWS Lambda and Bedrock

RAG Search with AWS Lambda and Bedrock

9
Comments 1
4 min read
Build the Smartest AI Bot You’ve Ever Seen — A 7B Model + Web Search, Right on Your Laptop
Cover image for Build the Smartest AI Bot You’ve Ever Seen — A 7B Model + Web Search, Right on Your Laptop

Build the Smartest AI Bot You’ve Ever Seen — A 7B Model + Web Search, Right on Your Laptop

Comments
5 min read
Couchbase Weekly Updates - May 2, 2025
Cover image for Couchbase Weekly Updates - May 2, 2025

Couchbase Weekly Updates - May 2, 2025

2
Comments
1 min read
Power up your RAG chatbot with Snowflake Cortex Search Boosts and Decays

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

2
Comments
7 min read
RAG - Retrieval-Augmented Generation, Making AI Smarter!

RAG - Retrieval-Augmented Generation, Making AI Smarter!

4
Comments 3
5 min read
The Magic Behind LLM...!!

The Magic Behind LLM...!!

3
Comments 2
3 min read
Vector Recall Reasoning
Cover image for Vector Recall Reasoning

Vector Recall Reasoning

5
Comments
1 min read
DeepRAG: Thinking to Retrieval Step by Step for Large Language Models

DeepRAG: Thinking to Retrieval Step by Step for Large Language Models

Comments
2 min read
Vector Databases: their utility and functioning (RAG usage)

Vector Databases: their utility and functioning (RAG usage)

2
Comments
12 min read
Building a Smart Café Menu Ordering Agent ☕🤖: Natural Language to Structured JSON with RAG
Cover image for Building a Smart Café Menu Ordering Agent ☕🤖: Natural Language to Structured JSON with RAG

Building a Smart Café Menu Ordering Agent ☕🤖: Natural Language to Structured JSON with RAG

Comments
6 min read
Retrieval-Augmented Generation (RAG): Giving AI a Supercharged Memory Boost
Cover image for Retrieval-Augmented Generation (RAG): Giving AI a Supercharged Memory Boost

Retrieval-Augmented Generation (RAG): Giving AI a Supercharged Memory Boost

Comments 1
3 min read
Improve Your Python Search Relevancy with Astra DB Hybrid Search
Cover image for Improve Your Python Search Relevancy with Astra DB Hybrid Search

Improve Your Python Search Relevancy with Astra DB Hybrid Search

1
Comments
11 min read
Build Code-RAGent, an agent for your codebase
Cover image for Build Code-RAGent, an agent for your codebase

Build Code-RAGent, an agent for your codebase

6
Comments
5 min read
A Developer’s Guide to Retrieval Augmented Generation (RAG) — How It Actually Works
Cover image for A Developer’s Guide to Retrieval Augmented Generation (RAG) — How It Actually Works

A Developer’s Guide to Retrieval Augmented Generation (RAG) — How It Actually Works

1
Comments
3 min read
Building an E-Commerce Support Chatbot: Part 2 - Building the Knowledge Base
Cover image for Building an E-Commerce Support Chatbot: Part 2 - Building the Knowledge Base

Building an E-Commerce Support Chatbot: Part 2 - Building the Knowledge Base

Comments
2 min read
loading...