DEV Community

#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

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
RAG Explained: How AI Finds Answers in 600 Documents Without Retraining

RAG Explained: How AI Finds Answers in 600 Documents Without Retraining

1
Comments 2
5 min read
Rethinking the Knowledge Base: Maybe Just Start with an LLM Wiki?

Rethinking the Knowledge Base: Maybe Just Start with an LLM Wiki?

Comments
7 min read
PDF to clean Markdown for RAG: chunking-ready text from PDFs, Word and scanned files

PDF to clean Markdown for RAG: chunking-ready text from PDFs, Word and scanned files

Comments 1
5 min read
Building AI-Powered Applications with Azure Database for PostgreSQL

Building AI-Powered Applications with Azure Database for PostgreSQL

Comments
7 min read
4 Ways a Qdrant RAG Chatbot Rots After the Demo (and the .NET Checks That Catch Them)

4 Ways a Qdrant RAG Chatbot Rots After the Demo (and the .NET Checks That Catch Them)

Comments
7 min read
Building Retrieval + Generation for a RAG Pipeline

Building Retrieval + Generation for a RAG Pipeline

Comments
2 min read
I Built a Semantic Cache for RAG. The Hard Part Was Knowing When NOT to Cache.

I Built a Semantic Cache for RAG. The Hard Part Was Knowing When NOT to Cache.

6
Comments 11
3 min read
OpenSparrow v4.1 adds optional two-factor login by email

OpenSparrow v4.1 adds optional two-factor login by email

3
Comments 3
2 min read
Is 'Chunkless RAG' Actually Solving the Right Problem?

Is 'Chunkless RAG' Actually Solving the Right Problem?

Comments
4 min read
Why your RAG chatbot ignores the rules you gave it

Why your RAG chatbot ignores the rules you gave it

1
Comments 6
14 min read
How I Built a Personal Assistant with the Hardware I Already Had

How I Built a Personal Assistant with the Hardware I Already Had

Comments 1
11 min read
How to build an AI sales assistant that does not make things up

How to build an AI sales assistant that does not make things up

Comments 2
7 min read
Agentic Search vs RAG: A Tool Call or an Index You Own

Agentic Search vs RAG: A Tool Call or an Index You Own

3
Comments
17 min read
Retrieval Architecture for Course Tutors: Bounded Indexes and Traceable Context

Retrieval Architecture for Course Tutors: Bounded Indexes and Traceable Context

Comments 1
5 min read
How Can AI Answer Questions About Your PDFs? Meet RAG

How Can AI Answer Questions About Your PDFs? Meet RAG

4
Comments 2
4 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.