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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 '25

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 '25

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 '25

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

#langchain #ai #javascript #rag

2 min read

Alexander Shagov

Apr 28 '25

Configuring your own deep research tool (Using Nix Flakes)

#nix #llm #rag #python

4 min read

Apr 28 '25

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 '25

How to train LLM faster

#llm #rag #ai #data

3 min read

Adityavardhan Agrawal

Mar 24 '25

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 '25

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

#ai #rag #llm #python

10 min read

Jiggy

Apr 27 '25

AutoRAGLearnings: Hands-On RAG Pipeline Tuning with Greedy Search

#python #langchain #rag #openai

1 min read

Cover image for Part 2: Why Your AI is Stuck in a Memento Loop

Daniel Davis for TrustGraph

Apr 26 '25

Part 2: Why Your AI is Stuck in a Memento Loop

#ai #aiops #opensource #rag

3 min read

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

Daniel Davis for TrustGraph

Apr 25 '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 '25

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

#ai #llm #devtools #rag

2 min read

Apr 25 '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 '25

Document Loading, Parsing, and Cleaning in AI Applications

#ai #rag #tutorial #opensource

16 min read

Femtoware Infotech LLP

Mar 21 '25

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

#ai #femtowareaitalk #rag

3 min read

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