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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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How to Create a Local RAG Agent with Ollama and LangChain
dmuraco3 profile

How to Create a Local RAG Agent with Ollama and LangChain

#rag #tutorial #ai #python
60
Comments 2
3 min read
End to end LLMOps Pipeline - Part 2 - FastAPI
lakhera2015 profile

End to end LLMOps Pipeline - Part 2 - FastAPI

#llm #rag #fastapi #llmops
1
Comments
3 min read
Semantic Router - Steer LLMs
hansalshah profile

Semantic Router - Steer LLMs

#nlp #openai #rag #python
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1 min read
AI Agents: The Invisible Helpers Transforming Your Life
nilavya2000 profile

AI Agents: The Invisible Helpers Transforming Your Life

#agentai #rag #powerfuldevs #openai
1
Comments
3 min read
Choosing between Retrieval-Augmented Generation (RAG) and Model fine-tuning
sreeni5018 profile

Choosing between Retrieval-Augmented Generation (RAG) and Model fine-tuning

#rag #finetuning
1
Comments 4
2 min read
Retrieval Augmented Generation Frameworks: LangChain
admantium profile

Retrieval Augmented Generation Frameworks: LangChain

#llm #rag #langchain
2
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5 min read
Building Hangout AI at the TiDB Future App Hackathon 2024
ayusudi profile

Building Hangout AI at the TiDB Future App Hackathon 2024

#hackathon #llm #rag #ai
2
Comments 1
2 min read
Generative AI Serverless - Build a Social Media Analytics using Bedrock RAG Knowledge base, Lambda and API!
bhatiagirish profile

Generative AI Serverless - Build a Social Media Analytics using Bedrock RAG Knowledge base, Lambda and API!

#aws #rag #amazonbedrock
1
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3 min read
Agentic RAG for Developers!
pavanbelagatti profile

Agentic RAG for Developers!

#rag #ai #machinelearning #developer
119
Comments 1
6 min read
Guardrails AI, AAAL Pt.5
aryankargwal profile

Guardrails AI, AAAL Pt.5

#cybersecurity #rag #gpt3 #openai
5
Comments
2 min read
Multimodal Madness! Create a Product Recommender for Smart Shopping
chloewilliams profile

Multimodal Madness! Create a Product Recommender for Smart Shopping

#ai #tutorial #beginners #rag
11
Comments
5 min read
Understanding RAG (Part 2) : RAG Retrieval
parth_roy_a1ec4703407d025 profile

Understanding RAG (Part 2) : RAG Retrieval

#llm #rag #chatgpt #llama
2
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6 min read
Exploring Retrieval Augmented Generation (RAG): Chunking, LLMs, and Evaluations
chloewilliams profile

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

#rag #llm #devrel #tutorial
12
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5 min read
Accelerate Couchbase-Powered RAG AI Application With NVIDIA NIM/NeMo and LangChain
brianking profile

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

#couchbase #rag #nvidia #langchain
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5 min read
RAG and Fine-Tuning: Enhancing AI for Enterprise Applications
gervaisamoah profile

RAG and Fine-Tuning: Enhancing AI for Enterprise Applications

#ai #rag #machinelearning
1
Comments 1
4 min read
LlamaIndex: Revolutionizing Data Indexing for Large Language Models (Part 1)
jamesbmour profile

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

#llm #rag #llamaindex #python
10
Comments 2
8 min read
🌐 Financial Industry Side Chat: MongoDB Atlas Vector Search Real-World User Case (Search Internal PDF Documents) 💰
danc profile

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

#mongodb #vectordatabase #llm #rag
5
Comments
2 min read
Elevate Your Developer Experience with LLMText: A Seamless Library for Language Models
vikyw89 profile

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

#openai #opensource #llm #rag
2
Comments 1
3 min read
Swapping in elasticsearch to the proto-OLIVER
cmcrawford2 profile

Swapping in elasticsearch to the proto-OLIVER

#llm #rag
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4 min read
Understanding RAG (Part 1): RAG overview
parth_roy_a1ec4703407d025 profile

Understanding RAG (Part 1): RAG overview

#llm #rag #ai
6
Comments 3
6 min read
RAG on media content with Bedrock Knowledge Bases and Amazon Transcribe
zied profile

RAG on media content with Bedrock Knowledge Bases and Amazon Transcribe

#bedrock #rag #rust #serverless
4
Comments 4
7 min read
Chunking Techniques Every Developer Should Know for Enhanced RAG Applications!
pavanbelagatti profile

Chunking Techniques Every Developer Should Know for Enhanced RAG Applications!

#ai #llm #rag #developer
28
Comments 1
5 min read
Snapshots for AI: A “RAG-Like” solution for programming with LLMs
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Snapshots for AI: A “RAG-Like” solution for programming with LLMs

#llm #chatgpt #phpstorm #rag
2
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4 min read
Basic RAG app with Spring AI, Docker and Ollama
brunooliveira profile

Basic RAG app with Spring AI, Docker and Ollama

#ai #ollama #rag #springboot
34
Comments 1
12 min read
What is LLM Observability and Monitoring?
lina_lam_9ee459f98b67e9d5 profile

What is LLM Observability and Monitoring?

#llm #llmobservability #rag #beginners
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3 min read
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