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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 🧠OrKA-Reasoning: How Workflow Execution Really Works

Mak Sò

Aug 29

🧠OrKA-Reasoning: How Workflow Execution Really Works

#ai #rag #programming #opensource

4 min read

Jul 26

Snowflake AI_EMBED Function - Your Gateway to Unified Multimodal Vector Search

#snowflake #vectordatabase #multimodal #rag

5 min read

Aug 28

Code Generation with ‘Graph RAG’, AstraDB and gpt-oss

#astradb #gptoss #rag #llm

18 min read

Cover image for Benchmarking LLM Search APIs: Tavily vs Web Search Plus vs OpenAI Web Search

leonlee723

Jul 26

Benchmarking LLM Search APIs: Tavily vs Web Search Plus vs OpenAI Web Search

#openai #llm #rag #webscraping

4 min read

Akan

Aug 28

Let's Build a Voice RAG System That Actually Works 🎉

#rag #audio #programming #machinelearning

20 min read

Cover image for Sub-millisecond similarity search on IVF indexes with PDX

Jul 25

Sub-millisecond similarity search on IVF indexes with PDX

#similaritysearch #vectordatabase #programming #rag

6 min read

Cover image for Building Production RAG in 2025: Lessons from 50+ Deployments

Aug 16

Building Production RAG in 2025: Lessons from 50+ Deployments

#ai #llm #rag #l2

2 min read

Jul 23

Beyond Search: How to Chat with Your Documents Using AstraDB Vector Database, Docling and Granite

#astradb #rag #granite #docling

15 min read

Cover image for RAG Chatbot - MoviesGPT

Harith Y

Jul 24

RAG Chatbot - MoviesGPT

#rag #ai #chatbot #llm

2 min read

Cover image for How Retrieval Algorithms Shape Better LLM Responses?

Dev J. Shah 🥑

Aug 26

How Retrieval Algorithms Shape Better LLM Responses?

#ai #llm #rag

3 min read

Cover image for Can you take your AI's memory with you? 🚫

Manik Aggarwal for SOL

Aug 4

Can you take your AI's memory with you? 🚫

#rag #llm #chatgpt #memory

1 min read

PSBigBig

Jul 23

✨ A Small Update: RAG Pitfalls, Unexpected Endorsement, and That Feeling of Fighting Ghosts with FAISS

#programming #ai #deeplearning #rag

2 min read

Cover image for 🚀 Amazon S3 Adds Native Vector Search — A Game-Changer for GenAI Builders (Especially Students)

I.m vishal

Jul 25

🚀 Amazon S3 Adds Native Vector Search — A Game-Changer for GenAI Builders (Especially Students)

#aws #rag #ai #machinelearning

4 min read

Cover image for 🔍 What is Retrieval-Augmented Generation (RAG)?

Jul 20

🔍 What is Retrieval-Augmented Generation (RAG)?

#openai #python #rag #programming

2 min read

Cover image for Teach Your Free AI Chatbot with Reports & Web Data (RAG Basics)

Aug 22

Teach Your Free AI Chatbot with Reports & Web Data (RAG Basics)

#programming #ai #learngoogleaistudio #rag

10 min read

Cover image for Accelerate Advanced RAG with Tensorlake

Sarah Guthals, PhD for Tensorlake

Aug 20

Accelerate Advanced RAG with Tensorlake

#rag #ai #contextengineering #programming

20 min read

Cover image for Binary Quantization: the 1-bit trick that turns terabytes of vectors into pocket-sized fingerprints

Abhishek Gautam

Jul 18

Binary Quantization: the 1-bit trick that turns terabytes of vectors into pocket-sized fingerprints

#vectordatabase #ai #rag

7 min read

Aleksei Aleinikov

Aug 21

🚀 RAG in Go: From Zero to Answers in One Evening

#ai #rag #machinelearning

1 min read

Cover image for Let's build a Free Chatbot with Streamlit and Gemini AI (Step-by-Step for Beginners)

Aug 19

Let's build a Free Chatbot with Streamlit and Gemini AI (Step-by-Step for Beginners)

#ai #python #gemini #rag

6 min read

Cover image for halfvec: Half the Bits, Twice the speed?

Abhishek Gautam

Jul 17

halfvec: Half the Bits, Twice the speed?

#rag #vectordatabase #ai #openai

7 min read

drorIvry

Jul 17

🛡️ Paladin-mini: Open-Source Grounding Model That Actually Works in Production

#ai #rag #llm

5 min read

Cover image for Probably Secure: A Look At The Security Concerns Of Deterministic Vs Probabilistic Systems

Dwayne McDaniel for GitGuardian

Aug 18

Probably Secure: A Look At The Security Concerns Of Deterministic Vs Probabilistic Systems

#ai #llm #rag #security

6 min read

Cover image for RAG with LLMs: The Complete Guide to Retrieval-Augmented Generation

Vishva R

Aug 17

RAG with LLMs: The Complete Guide to Retrieval-Augmented Generation

#ai #llms #rag #machinelearning

5 min read

Tutty

Aug 17

Enhancing Domain-Specific Knowledge Graph Reasoning via Metapath-Based Large Model Prompt Learning

#rag #openai

1 min read

Cover image for Use Cases for HNSW-SQLite Library

Praveen

Jul 18

Use Cases for HNSW-SQLite Library

#rag #vectordatabase #webdev #programming

2 min read

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