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# 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.

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Mar 29

10 Years of Blood Reports into One Graph: Building a Personal Medical Knowledge Base with Unstructured.io, Neo4j, and LlamaIndex

#dataengineering #ai #neo4j #rag

3 min read

Cover image for From Naive to Agentic: A Developer's Guide to RAG Architectures

Mar 28

From Naive to Agentic: A Developer's Guide to RAG Architectures

#ai #architecture #llm #rag

3 min read

Mar 28

I built a RAG platform because I was tired of spending 15 minutes searching for team docs

#showdev #ai #productivity #rag

3 min read

Cover image for From Flat Files to a Living Memory: Building Graph-Based Semantic Memory for PocketPaw

Apr 10

From Flat Files to a Living Memory: Building Graph-Based Semantic Memory for PocketPaw

#pocketpaw #rag #networkx #vectordatabase

6 min read

The Pragamatic Architect

Mar 28

From Naive to Agentic: The Complete RAG Evolution in 21 Patterns

#rag #vectorsearch #langchain #enterpriseai

8 min read

Mar 27

A Three-Layer Memory Architecture for LLMs (Redis + Postgres + Vector) MCP

#mcp #ai #llm #rag

2 min read

Cover image for How I used DDD and hexagonal architecture to build klay+ — a flexible, provider-agnostic RAG infrastructure you can plug into any project.

Mar 27

How I used DDD and hexagonal architecture to build klay+ — a flexible, provider-agnostic RAG infrastructure you can plug into any project.

#rag #typescript #architecture #ddd

5 min read

Mar 27

I Built an Open Source AI Memory Layer. The Legacy File System Will Eventually Die.

#ai #python #agents #rag

3 min read

Mar 30

I Built a Knowledge Graph Into the Retrieval Pipeline and Then Dropped It in Production

#rag #hybridretrieval #knowledgegraph #neo4j

5 min read

Cover image for Index-RAG: Citation-first approach to RAG

Praneeth Vadlapati

Mar 26

Index-RAG: Citation-first approach to RAG

#ai #rag #opensource #machinelearning

5 min read

Cover image for # The 5 memory problems for agents

Mar 30

# The 5 memory problems for agents

#agents #ai #llm #rag

11 min read

Andrey

Mar 26

When CLAUDE.md Stops Working: Adding Vector Memory to Claude Code

#ai #llm #mcp #rag

10 min read

Cover image for AIGoat - AI Security Playground to Attack and Defend LLMs. All Running Locally

Farooq M

Mar 26

AIGoat - AI Security Playground to Attack and Defend LLMs. All Running Locally

#security #ai #llm #rag

3 min read

Devasish Banerjee

Mar 26

How I Built a Hallucination Detector for RAG Pipelines in Python

#python #rag #llm #machinelearning

3 min read

Cover image for The architecture of persistent AI memory: Beyond simple vector search

IshqDehlvi

Mar 25

The architecture of persistent AI memory: Beyond simple vector search

#agents #ai #architecture #rag

2 min read

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