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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 Can ChatGPT Be Hacked?

Mar 9 '25

Can ChatGPT Be Hacked?

#webdev #machinelearning #rag #javascript

7 min read

Manjunath

Mar 9 '25

Vector Search & Code Embeddings: Building a Smart Knowledge Base with LangChain and FAISS

#vectordatabase #rag #voiceai #langchain

4 min read

Chris

Mar 9 '25

Optimizing a RAG-Based Helpdesk Chatbot: Improving Accuracy with pgvector

#ai #rag #vectordatabase

4 min read

Alain Airom (Ayrom)

Mar 8 '25

Simple Knowledge Retrieval: A RAG Implementation and query using IBM Granite on Hugging Face

#rag #huggingface #granite #llm

7 min read

Cover image for 5 GenAI Things You Didn't Know About Astra DB

Phil Nash for DataStax, an IBM company

Mar 6 '25

5 GenAI Things You Didn't Know About Astra DB

#genai #vectordatabase #rag

8 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

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

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

David Mayboroda

Mar 4 '25

Deployable On-Premises RAG

#rag #llm #docker #python

1 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

Cover image for The Future of AI: How Retrieval-Augmented Generation (RAG) is Changing the Game

Mar 2 '25

The Future of AI: How Retrieval-Augmented Generation (RAG) is Changing the Game

#microsoft #rag #ai

3 min read

Mar 2 '25

What is Vector DB ?

#vectordatabase #ai #llm #rag

51 min read

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