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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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everything-rag: LLMs with your data, locally
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astrabert profile

everything-rag: LLMs with your data, locally

#ai #opensource #docker #rag
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2 min read
How to Implement RAG with LlamaIndex, LangChain, and Heroku: A Simple Walkthrough
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alvinslee profile

How to Implement RAG with LlamaIndex, LangChain, and Heroku: A Simple Walkthrough

#python #llm #llamaindex #rag
7
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10 min read
Agent Cloud vs CrewAI
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tyaga001 profile

Agent Cloud vs CrewAI

#webdev #opensource #openai #rag
8
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7 min read
Use LlamaIndex to Build a Retrieval-Augmented Generation (RAG) Application
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alisdairbr profile

Use LlamaIndex to Build a Retrieval-Augmented Generation (RAG) Application

#rag #ai #node #tutorial
2
Comments 1
16 min read
I created Ragrank 🎯- An open source ecosystem to evaluate LLM and RAG.
Cover image for I created Ragrank 🎯- An open source ecosystem to evaluate LLM and RAG.
izammohammed profile

I created Ragrank 🎯- An open source ecosystem to evaluate LLM and RAG.

#llm #rag #python #ai
Comments 1
2 min read
Mastering Prompt Compression with LLM Lingua: A Deep Dive into Context Optimization
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shannonlal profile

Mastering Prompt Compression with LLM Lingua: A Deep Dive into Context Optimization

#ai #promptengineering #rag #promptcompression
1
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3 min read
How Prompt Compression Enhances RAG Models
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shannonlal profile

How Prompt Compression Enhances RAG Models

#ai #rag #promptengineering #llmlingua
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2 min read
What is RAG (Retrieval-Augmented Generation)?
Cover image for What is RAG (Retrieval-Augmented Generation)?
sabrinaesaquino profile

What is RAG (Retrieval-Augmented Generation)?

#rag #ai #machinelearning #beginners
52
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7 min read
Key NLP technologies in Deep Learning
chloewilliams profile

Key NLP technologies in Deep Learning

#nlp #rag #machinelearning #deeplearning
10
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10 min read
AI Chat Applications with the Metacognition Approach: Tree of Thoughts (ToT)
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michal_kovacik profile

AI Chat Applications with the Metacognition Approach: Tree of Thoughts (ToT)

#tot #ai #rag #chatbot
Comments 1
5 min read
Mastering LLM Challenges: An Exploration of Retrieval Augmented Generation
chloewilliams profile

Mastering LLM Challenges: An Exploration of Retrieval Augmented Generation

#rag #llm #vectordatabase #machinelearning
6
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5 min read
How to Evaluate RAG Applications
chloewilliams profile

How to Evaluate RAG Applications

#rag #llms #vectordatabase #machinelearning
5
Comments 1
10 min read
RAG observability in 2 lines of code with Llama Index & Langfuse
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clemra profile

RAG observability in 2 lines of code with Llama Index & Langfuse

#observability #llamaindex #rag #opensource
22
Comments 4
4 min read
What is RAG? A quick 101
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iuliaferoli profile

What is RAG? A quick 101

#rag #llm #elasticsearch #beginners
10
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3 min read
What Is Retrieval-Augmented Generation (RAG) and How Is It Changing AI Responses
taskade profile

What Is Retrieval-Augmented Generation (RAG) and How Is It Changing AI Responses

#ai #productivity #rag
Comments 1
9 min read
RAG implementation test
tech_at_golemai profile

RAG implementation test

#rag #ai #learning #development
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3 min read
Building a Question-Answering CLI with Dewy and LangChain
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bjchambers profile

Building a Question-Answering CLI with Dewy and LangChain

#rag #python #langchain #dewy
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7 min read
My Embeddings Stay Close To Each Other, What About Yours?
praveenr2998 profile

My Embeddings Stay Close To Each Other, What About Yours?

#nlp #datascience #machinelearning #rag
1
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4 min read
Extraction Matters Most
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bjchambers profile

Extraction Matters Most

#rag #langchain #llm
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6 min read
Multi-Modal Agentic RAG using LangChain
sachs7 profile

Multi-Modal Agentic RAG using LangChain

#langchain #agents #openai #rag
6
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2 min read
Deploy Mistral Large to Azure and create a conversation with Python and LangChain
raoufchebri profile

Deploy Mistral Large to Azure and create a conversation with Python and LangChain

#ai #mistral #llm #rag
3
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5 min read
RAG is Dead. Long Live RAG!
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davidmyriel profile

RAG is Dead. Long Live RAG!

#ai #rag #machinelearning #programming
32
Comments 3
4 min read
Build knowledge graphs with LLM-driven entity extraction
davidmezzetti profile

Build knowledge graphs with LLM-driven entity extraction

#ai #llm #rag #vectordatabase
8
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3 min read
Advanced RAG with graph path traversal
davidmezzetti profile

Advanced RAG with graph path traversal

#ai #llm #rag #vectordatabase
1
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6 min read
💡 What's new in txtai 7.0
davidmezzetti profile

💡 What's new in txtai 7.0

#ai #llm #rag #vectordatabase
1
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6 min read
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