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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 Reimagining Business with Generative AI

Jul 30 '24

Reimagining Business with Generative AI

#chatgpt #openai #rag

2 min read

Cover image for Pre-Cloud Development Chatbot with Streamlit, Langchain, OpenAI and MongoDB Atlas Vector Search

Jul 30 '24

Pre-Cloud Development Chatbot with Streamlit, Langchain, OpenAI and MongoDB Atlas Vector Search

#rag #pdftextextraction #python #vectordatabase

8 min read

Cover image for Milvus Adventures July 29, 2024

Jul 29 '24

Milvus Adventures July 29, 2024

#opensource #rag #llama3 #vectordatabase

4 min read

Cover image for Guardrails AI, AAAL Pt.5

Aryan Kargwal for Tune AI

Jul 29 '24

Guardrails AI, AAAL Pt.5

#cybersecurity #rag #gpt3 #openai

2 min read

Cover image for Building a Travel Support Agent with RAG and PostgreSQL, Using IaC.

Elizabeth Fuentes L for AWS

Jul 26 '24

Building a Travel Support Agent with RAG and PostgreSQL, Using IaC.

#rag #llm #python #aws

5 min read

Cover image for Creating a Zelda Chat Assistant using Semantic Kernel

MJ Harmon

Jul 26 '24

Creating a Zelda Chat Assistant using Semantic Kernel

#dotnet #ai #csharp #rag

5 min read

Joschka Braun for Parea AI

Jul 25 '24

Tactics for multi-step LLM app experimentation

#llm #ai #rag #machinelearning

7 min read

Cover image for AWS Sagemaker vs AWS Bedrock, Just an AI Tool or more?

Aryan Kargwal for Tune AI

Jul 24 '24

AWS Sagemaker vs AWS Bedrock, Just an AI Tool or more?

#aws #llm #rag #powerfuldevs

3 min read

Atharv Patwardhan

Jul 22 '24

How I made my own chatbot using RAG

#rag #machinelearning #langchain #vercel

2 min read

Jul 22 '24

𝐁𝐞𝐬𝐭 𝐏𝐫𝐚𝐜𝐭𝐢𝐜𝐞𝐬 𝐟𝐨𝐫 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 𝐨𝐧 𝐀𝐖𝐒

#rag #aws #ai #gpt3

1 min read

Vignesh Muthukumaran

Jul 21 '24

Building a RAG application using LangChain and LangSmith

#rag #ai

4 min read

Cover image for Practical LLM - Matching and Ranking by Erik Schmiegelow, CEO of Hivemind Technologies AG

Jul 17 '24

Practical LLM - Matching and Ranking by Erik Schmiegelow, CEO of Hivemind Technologies AG

#ai #llm #rag

3 min read

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

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