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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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foxgem

Mar 7 '25

Code Explanation: "Minions: Collaborative On-Device and Cloud LLMs"

#ai #llm #agents #rag

6 min read

Chloe Williams for Zilliz

Feb 24 '25

Build RAG Chatbot with LangChain, Milvus, Anthropic Claude 3 Opus, and OpenAI text-embedding-3-small

#tutorial #rag #vectordatabase #openai

8 min read

shubhanshu for Exemplar Dev

Mar 7 '25

Model Context Protocol (MCP): The USB-C for AI Applications

#mcp #ai #llm #rag

3 min read

angu10

Feb 1 '25

Understanding RAGAS: A Comprehensive Framework for RAG System Evaluation

#rag #ai #python #ragas

4 min read

foxgem

Mar 6 '25

Overview: "InfiniRetri: Enhancing LLMs for Infinite-Length Context via Attention-Based Retrieval"

#ai #llm #rag #agents

4 min read

Aman Pandey (मोदी का परिवार)

Jan 31 '25

A Practical Guide to RAG with DeepSeek R1 & Ollama

#rag #machinelearning #ai #deepseek

1 min read

David Mezzetti for NeuML

Mar 5 '25

OpenAI Compatible API

#ai #llm #rag #vectordatabase

10 min read

foxgem

Mar 5 '25

Code Explanation: "Repomix: Codebase Packaging for AI Consumption"

#ai #agents #llm #rag

5 min read

Cover image for Beginning a Series on RAG for Nordic APIs

J Simpson

Jan 30 '25

Beginning a Series on RAG for Nordic APIs

#rag #api #machinelearning #llm

1 min read

Chloe Williams for Zilliz

Mar 5 '25

How to Build a RAG Chatbot with LangChain, Milvus, Together AI Mixtral 8x7B Instruct v0.1, and OpenAI text-embedding-3-large

#openai #rag #vectordatabase #ai

8 min read

Chloe Williams for Zilliz

Mar 3 '25

RAG Chatbot: Build with LangChain, Milvus, Fireworks AI 🔥Llama 3.1 8B Instruct, and Cohere embed-multilingual-v2.0

#rag #vectordatabase #llm #ai

8 min read

Cover image for Understanding the Key Components of RAG: Retriever and Generator

Shaheryar Yousaf

Mar 5 '25

Understanding the Key Components of RAG: Retriever and Generator

#rag #langchain #ai #machinelearning

2 min read

foxgem

Mar 4 '25

Overview："Agentic Retrieval-Augmented Generation: A Comprehensive Survey"

#ai #rag #llm #agents

8 min read

foxgem

Mar 3 '25

DuckDB vs. ClickHouse Local: A Comparative Analysis for Analytical Workloads

#ai #bigdata #rag #llm

4 min read

Cover image for LangChain + FalkorDB: Building AI Agents with Memory

Dan Shalev for FalkorDB

Mar 3 '25

LangChain + FalkorDB: Building AI Agents with Memory

#ai #rag #database

2 min read

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