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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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Jul 19 '24

TiDB Future App Hackathon 2024

#hackathon #ai #vectorsearch #rag

2 min read

shubhanshu

Jul 19 '24

Airflow for RAG based GenAI application

#rag #genai #airflow

1 min read

Cover image for Let’s Build AI Agent From Scratch

Jul 19 '24

Let’s Build AI Agent From Scratch

#genai #llm #rag #machinelearning

2 min read

Cover image for The Importance of Guardrails in LLMs, AAAL Pt. 2

Aryan Kargwal for Tune AI

Jul 18 '24

The Importance of Guardrails in LLMs, AAAL Pt. 2

#cybersecurity #rag #llm #mlops

2 min read

Chloe Williams for Zilliz

Jul 18 '24

Multimodal RAG locally with CLIP and Llama3

#rag #openai #ai #tutorial

4 min read

Jul 18 '24

AI-Powered Document Data Extraction

#aws #rag #softwaredevelopment #serverless

1 min read

Cover image for Introducing vectorlite: A Fast and Tunable Vector Search Extension for SQLite

Yefu Wang

Jul 18 '24

Introducing vectorlite: A Fast and Tunable Vector Search Extension for SQLite

#vectordatabase #sqlite #rag #python

10 min read

Cover image for Open Stats for LLM Usage

Lina Lam

Jul 17 '24

Open Stats for LLM Usage

#rag #llm #opensource #ai

1 min read

Cover image for Let’s Build Small AI Buzz, Offer ‘Claim Processing’ to Mid/Big Companies

Jun 13 '24

Let’s Build Small AI Buzz, Offer ‘Claim Processing’ to Mid/Big Companies

#llm #rag #machinelearning #genai

2 min read

Cover image for Exploring the Extractive Capabilities of Large Language Models – Beyond Generation and Copilots

Arun Venkataswamy

Jul 16 '24

Exploring the Extractive Capabilities of Large Language Models – Beyond Generation and Copilots

#ai #rag #opensource #productivity

11 min read

Cover image for Building a Traceable RAG System with Qdrant and Langtrace: A Step-by-Step Guide

Jul 16 '24

Building a Traceable RAG System with Qdrant and Langtrace: A Step-by-Step Guide

#ai #rag #llmops #observability

6 min read

Chloe Williams for Zilliz

Jul 16 '24

Running Llama 3, Mixtral, and GPT-4o

#ai #rag #machinelearning #tutorial

8 min read

Cover image for Retrieval - Augmented Generation (RAG)

Jul 15 '24

Retrieval - Augmented Generation (RAG)

#rag #azureopenai #langchain

3 min read

Abhishek Gupta for AWS

Jul 15 '24

Use Guardrails to prevent hallucinations in generative AI applications

#ai #rag #python #aws

6 min read

Cover image for Building a PDF Chatbot with RAG using SQL

Mrunmay for LangDB

Jul 15 '24

Building a PDF Chatbot with RAG using SQL

#ai #rag #database #tutorial

2 min read

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