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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 FalkorDB has integrated with cognee to improve AI-driven knowledge retrieval

Dan Shalev

Dec 18 '24

FalkorDB has integrated with cognee to improve AI-driven knowledge retrieval

#discuss #rag #vectordatabase #graphrag

1 min read

Cover image for De Chatbot a Experto Industrial: Construyendo un Asistente Inteligente con Amazon Bedrock

Dec 18 '24

De Chatbot a Experto Industrial: Construyendo un Asistente Inteligente con Amazon Bedrock

#aws #genai #rag

13 min read

Dec 7 '24

Reflecting on the ORAssistant Project: A Journey of Collaboration and Technical Growth

#ai #opensource #github #rag

2 min read

hoaitx

Dec 17 '24

Semantic Search Feature

#webdev #rag

5 min read

Cover image for The ultimate guide to Retrieval-Augmented Generation (RAG)

Dec 16 '24

The ultimate guide to Retrieval-Augmented Generation (RAG)

#python #rag #genai #beginners

16 min read

Cover image for How to Create Your Own RAG with Free LLM Models and a Knowledge Base

Alexander Uspenskiy

Dec 16 '24

How to Create Your Own RAG with Free LLM Models and a Knowledge Base

#python #ai #rag #vectordatabase

7 min read

Dec 16 '24

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

#rag #llamaindex #llm #docling

5 min read

Cover image for Customize ChatGPT for Your Codebase : OpenAI

Dec 16 '24

Customize ChatGPT for Your Codebase : OpenAI

#openai #rag #llm #chatgpt

10 min read

Cover image for User-Aligned Functions to Improve LLM-to-API Function-Calling Accuracy

Patrick Chan for Gentoro

Dec 16 '24

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

#api #rag #ai #genai

11 min read

Jonilss

Dec 16 '24

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

#springboot #langchain #rag #openai

3 min read

Nov 11 '24

Large Language Models (LLMs)

#ai #gpt3 #rag #beginners

1 min read

Cover image for RAG Explained: Tackling the Big Problems in AI

Amir Ehsan Ahmadzadeh

Dec 14 '24

RAG Explained: Tackling the Big Problems in AI

#architecture #rag #generativeai #retrievalaugmentedgeneration

4 min read

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

Dev J. Shah 🥑

Dec 14 '24

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

#langchain #openai #rag #beginners

4 min read

Cover image for Function-based RAG: Extending LLMs Beyond Static Knowledge Bases

Patrick Chan for Gentoro

Dec 13 '24

Function-based RAG: Extending LLMs Beyond Static Knowledge Bases

#rag #ai #openai #genai

15 min read

Cover image for RAPTOR: A Novel Tree-Based Retrieval System for Enhancing Language Models – Research Summary

M Sea Bass

Dec 14 '24

RAPTOR: A Novel Tree-Based Retrieval System for Enhancing Language Models – Research Summary

#llm #rag #embedding #algorithms

2 min read

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

M Sea Bass

Dec 14 '24

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

#rag #longcontext #llm

3 min read

Gabriel Vanderlei

Dec 13 '24

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

#webdev #llm #rag

2 min read

Cover image for Building RAG-Powered Applications with LangChain, Pinecone, and OpenAI

Dec 13 '24

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

#llm #rag #python #langchain

7 min read

Cover image for What is Chunk Size and Chunk Overlap

Taki

Dec 13 '24

What is Chunk Size and Chunk Overlap

#programming #ai #langchain #rag

3 min read

Cover image for Rethinking How We Train Customer-Facing AI Agents

Dec 12 '24

Rethinking How We Train Customer-Facing AI Agents

#langchain #rag #llm #chatgpt

1 min read

Cover image for Extended RaBitQ: an Optimized Scalar Quantization Method

Dec 12 '24

Extended RaBitQ: an Optimized Scalar Quantization Method

#rabitq #vectordatabase #quantization #rag

7 min read

Cover image for Introducing Composio Tools| Agentic LLMs API Gateway

Kamalabot

Dec 12 '24

Introducing Composio Tools| Agentic LLMs API Gateway

#programming #ai #rag #productivity

3 min read

Cover image for The Ghost of AI Past, Present, and Future

Matt Eland for Leading EDJE

Dec 11 '24

The Ghost of AI Past, Present, and Future

#ai #futurism #opinion #rag

9 min read

Dec 11 '24

Faiss with sqlite for RAG

#ai #rag #llm #python

1 min read

Cover image for Why Chunk Text Before Embedding

Taki

Dec 11 '24

Why Chunk Text Before Embedding

#ai #langchain #rag #programming

2 min read

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