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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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Cover image for Build Code-RAGent, an agent for your codebase

Clelia (Astra) Bertelli

Apr 29

Build Code-RAGent, an agent for your codebase

#ai #python #vectordatabase #rag

5 min read

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

Zestminds Technologies

Apr 29

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

#rag #fastapi #streamlit #chatgpt

3 min read

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

Praveen

Mar 26

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

#langchain #ai #javascript #rag

2 min read

Alexander Shagov

Apr 28

Configuring your own deep research tool (Using Nix Flakes)

#nix #llm #rag #python

4 min read

Apr 28

Building a Prompt-Based Crypto Trading Platform with RAG and Reddit Sentiment Analysis using Haystack

#rag #promptengineering #python #cryptocurrency

4 min read

Hitesh

Apr 28

How to train LLM faster

#llm #rag #ai #data

3 min read

Adityavardhan Agrawal

Mar 24

An overview of rules based ingestion in DataBridge

#rag #ai #python #opensource

6 min read

Cover image for Integrating LlamaIndex and DeepSeek-R1 for reasoning_content and Function Call Features

Peng Qian

Mar 24

Integrating LlamaIndex and DeepSeek-R1 for reasoning_content and Function Call Features

#ai #rag #llm #python

10 min read

Jiggy

Apr 27

AutoRAGLearnings: Hands-On RAG Pipeline Tuning with Greedy Search

#python #langchain #rag #openai

1 min read

Cover image for Part 1: The Memento Problem with AI Memory

Daniel Davis for TrustGraph

Apr 25

Part 1: The Memento Problem with AI Memory

#ai #opensource #rag #memory

2 min read

Cover image for What the Heck Are Hybrid Knowledge Bases? (And Why They Matter for LLM Apps)

Kirk Crenshaw for Griptape AI

Apr 25

What the Heck Are Hybrid Knowledge Bases? (And Why They Matter for LLM Apps)

#ai #llm #devtools #rag

2 min read

Apr 25

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

#rag #tutorial #ollama

5 min read

Team TigerData for Tiger Data (Creators of TimescaleDB)

Apr 24

Document Loading, Parsing, and Cleaning in AI Applications

#ai #rag #tutorial #opensource

16 min read

Femtoware Infotech LLP

Mar 21

AI’s Hidden Superpower: Why Retrieval-Augmented Generation (RAG) is Game-Changing

#ai #femtowareaitalk #rag

3 min read

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

IBM Developer for IBM Developer

Apr 23

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

#sql #elasticsearch #rag

2 min read

Apr 23

Build a knowledge graph from documents using Docling

#docling #rag #llm #granite

4 min read

Cover image for Spring Boot AI Evaluation Testing

Roger Viñas Alcon

Apr 22

Spring Boot AI Evaluation Testing

#llm #rag #mcp #springboot

12 min read

Apr 22

Picture annotation with Docling

#docling #rag #llm #documentprocessing

7 min read

Cover image for AppealRX is a fine-tuned BERT model trained on 7000+ appeals notes

Apr 22

AppealRX is a fine-tuned BERT model trained on 7000+ appeals notes

#ai #rag

3 min read

Ahamed Musthafa R S (amrs-tech)

Apr 22

RAG for a beginner by ChatGPT

#rag #llm #genai #chatgpt

4 min read

Cover image for From LLM to AI Agent: What’s the Real Journey Behind AI System Development?

CodeLink

Apr 22

From LLM to AI Agent: What’s the Real Journey Behind AI System Development?

#ai #llm #rag #systemdesign

4 min read

Cover image for Build Intelligent ChatBots with Language Processing

Abinash S

Apr 1

Build Intelligent ChatBots with Language Processing

#genai #ai #azure #rag

6 min read

Cover image for From Plain English to Grafana: How VizGenie Simplifies PromQL

Sajo Sam

Apr 21

From Plain English to Grafana: How VizGenie Simplifies PromQL

#grafana #llm #rag #prometheus

3 min read

Cover image for What-If Story Generator: Building a Narrative Assistant with RAG

Miru

Apr 21

What-If Story Generator: Building a Narrative Assistant with RAG

#genai #rag #gemini #nlp

4 min read

Cover image for Supercharging My VS Code AI Agent with Local RAG

Estevão Machado

Apr 20

Supercharging My VS Code AI Agent with Local RAG

#mcp #ai #rag #devjournal

5 min read

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