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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 Agentic RAG for Developers!

Pavan Belagatti

Aug 8 '24

Agentic RAG for Developers!

#rag #ai #machinelearning #developer

6 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 Multimodal Madness! Create a Product Recommender for Smart Shopping

Chloe Williams for Zilliz

Aug 7 '24

Multimodal Madness! Create a Product Recommender for Smart Shopping

#ai #tutorial #beginners #rag

5 min read

Cover image for Understanding RAG (Part 2) : RAG Retrieval

Parth Roy

Aug 7 '24

Understanding RAG (Part 2) : RAG Retrieval

#llm #rag #chatgpt #llama

6 min read

Chloe Williams for Zilliz

Aug 6 '24

Exploring Retrieval Augmented Generation (RAG): Chunking, LLMs, and Evaluations

#rag #llm #devrel #tutorial

5 min read

Brian King for Couchbase

Jul 11 '24

Accelerate Couchbase-Powered RAG AI Application With NVIDIA NIM/NeMo and LangChain

#couchbase #rag #nvidia #langchain

5 min read

Cover image for RAG and Fine-Tuning: Enhancing AI for Enterprise Applications

Gervais Yao Amoah

Aug 6 '24

RAG and Fine-Tuning: Enhancing AI for Enterprise Applications

#ai #rag #machinelearning

4 min read

Cover image for LlamaIndex: Revolutionizing Data Indexing for Large Language Models (Part 1)

James

Aug 5 '24

LlamaIndex: Revolutionizing Data Indexing for Large Language Models (Part 1)

#llm #rag #llamaindex #python

8 min read

Cover image for 🌐 Financial Industry Side Chat: MongoDB Atlas Vector Search Real-World User Case (Search Internal PDF Documents) 💰

Danny Chan for MongoDB Builders

Aug 5 '24

🌐 Financial Industry Side Chat: MongoDB Atlas Vector Search Real-World User Case (Search Internal PDF Documents) 💰

#mongodb #vectordatabase #llm #rag

2 min read

viky

Aug 4 '24

Elevate Your Developer Experience with LLMText: A Seamless Library for Language Models

#openai #opensource #llm #rag

3 min read

Cover image for Swapping in elasticsearch to the proto-OLIVER

Jun 30 '24

Swapping in elasticsearch to the proto-OLIVER

#llm #rag

4 min read

Cover image for Understanding RAG (Part 1): RAG overview

Parth Roy

Aug 2 '24

Understanding RAG (Part 1): RAG overview

#llm #rag #ai

6 min read

Zied Ben Tahar for AWS Community Builders

Aug 1 '24

RAG on media content with Bedrock Knowledge Bases and Amazon Transcribe

#bedrock #rag #rust #serverless

7 min read

Cover image for Chunking Techniques Every Developer Should Know for Enhanced RAG Applications!

Pavan Belagatti

Aug 1 '24

Chunking Techniques Every Developer Should Know for Enhanced RAG Applications!

#ai #llm #rag #developer

5 min read

Cover image for Snapshots for AI: A “RAG-Like” solution for programming with LLMs

Aug 1 '24

Snapshots for AI: A “RAG-Like” solution for programming with LLMs

#llm #chatgpt #phpstorm #rag

4 min read

Cover image for Basic RAG app with Spring AI, Docker and Ollama

Aug 1 '24

Basic RAG app with Spring AI, Docker and Ollama

#ai #ollama #rag #springboot

12 min read

Cover image for What is LLM Observability and Monitoring?

Lina Lam

Jul 31 '24

What is LLM Observability and Monitoring?

#llm #llmobservability #rag #beginners

3 min read

Cover image for What is LLM Observability and Monitoring?

Lina Lam

Jul 31 '24

What is LLM Observability and Monitoring?

#llm #llmobservability #rag #beginners

3 min read

Cover image for 🤖Dueling AIs: Questioning and Answering with Language Models🚀

Prashant Iyer for LLMWare

Jul 28 '24

🤖Dueling AIs: Questioning and Answering with Language Models🚀

#python #beginners #ai #rag

5 min read

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 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

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