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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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First step and troubleshooting Docling — RAG with LlamaIndex on my CPU laptop

First step and troubleshooting Docling — RAG with LlamaIndex on my CPU laptop

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5 min read
Customize ChatGPT for Your Codebase : OpenAI

Customize ChatGPT for Your Codebase : OpenAI

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10 min read
User-Aligned Functions to Improve LLM-to-API Function-Calling Accuracy

User-Aligned Functions to Improve LLM-to-API Function-Calling Accuracy

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11 min read
How Spring Boot and LangChain4J Enable Powerful Retrieval-Augmented Generation (RAG)

How Spring Boot and LangChain4J Enable Powerful Retrieval-Augmented Generation (RAG)

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3 min read
Large Language Models (LLMs)

Large Language Models (LLMs)

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1 min read
RAG Explained: Tackling the Big Problems in AI

RAG Explained: Tackling the Big Problems in AI

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4 min read
Get Started with LangChain: A Step-by-Step Tutorial for Beginners

Get Started with LangChain: A Step-by-Step Tutorial for Beginners

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4 min read
Function-based RAG: Extending LLMs Beyond Static Knowledge Bases

Function-based RAG: Extending LLMs Beyond Static Knowledge Bases

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15 min read
Understanding RAG and Long-Context LLMs: Insights from the SELF-ROUTE Hybrid Approach

Understanding RAG and Long-Context LLMs: Insights from the SELF-ROUTE Hybrid Approach

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3 min read
Bolt.new with any LLM, you need to use it

Bolt.new with any LLM, you need to use it

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2 min read
Building RAG-Powered Applications with LangChain, Pinecone, and OpenAI

Building RAG-Powered Applications with LangChain, Pinecone, and OpenAI

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7 min read
What is Chunk Size and Chunk Overlap

What is Chunk Size and Chunk Overlap

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3 min read
Extended RaBitQ: an Optimized Scalar Quantization Method

Extended RaBitQ: an Optimized Scalar Quantization Method

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7 min read
Rethinking How We Train Customer-Facing AI Agents

Rethinking How We Train Customer-Facing AI Agents

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1 min read
Introducing Composio Tools| Agentic LLMs API Gateway

Introducing Composio Tools| Agentic LLMs API Gateway

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3 min read
The Ghost of AI Past, Present, and Future

The Ghost of AI Past, Present, and Future

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9 min read
PDF chat with source highlights

PDF chat with source highlights

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1 min read
Why Chunk Text Before Embedding

Why Chunk Text Before Embedding

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2 min read
Top 10 Real-World Applications of Artificial Intelligence to Watch in 2025

Top 10 Real-World Applications of Artificial Intelligence to Watch in 2025

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5 min read
🤖 RAG vs. Agents: A Comparison and When to Use Each

🤖 RAG vs. Agents: A Comparison and When to Use Each

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3 min read
AI Engineer's Tool Review: Guardrails AI

AI Engineer's Tool Review: Guardrails AI

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1 min read
AI and All Data Weekly for 09 Dec 2024

AI and All Data Weekly for 09 Dec 2024

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5 min read
Un Chatbot RAG pour explorer du contenu vidéo : une architecture event-driven et serverless sur Google Cloud

Un Chatbot RAG pour explorer du contenu vidéo : une architecture event-driven et serverless sur Google Cloud

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7 min read
PDF Q&A Automation using LLaMA-3 Model via Groq API

PDF Q&A Automation using LLaMA-3 Model via Groq API

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2 min read
Learn AI and win $1000 for doing so: DataStax 12 days of Codemas

Learn AI and win $1000 for doing so: DataStax 12 days of Codemas

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4 min read
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