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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 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

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

Gabriel Vanderlei

Dec 13 '24

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

#webdev #llm #rag

2 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

Vikas76

Nov 7 '24

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

#programming #ai #automation #rag

5 min read

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

Mhammed Talhaouy

Dec 10 '24

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

#webdev #machinelearning #deeplearning #rag

3 min read

Cover image for AI Engineer's Tool Review: Guardrails AI

shubhanshu for Exemplar Dev

Dec 10 '24

AI Engineer's Tool Review: Guardrails AI

#ai #llm #rag #security

1 min read

Cover image for AI and All Data Weekly for 09 Dec 2024

Dec 9 '24

AI and All Data Weekly for 09 Dec 2024

#opensource #genai #llm #rag

5 min read

Yash Desai

Dec 9 '24

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

#webdev #programming #rag #ai

2 min read

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

Maximilien Soviche for Onepoint x Stack Labs

Dec 9 '24

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

#googlecloud #rag #genai #serverless

7 min read

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

Dec 9 '24

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

#ai #rag #vectordatabase #langchain

4 min read

Cover image for Quantization in The Counterintuitive High-Dimensional Space

Dec 8 '24

Quantization in The Counterintuitive High-Dimensional Space

#vectordatabase #rag #quantization #rabitq

11 min read

Nov 27 '24

Planning To Resolve Automatic Feedback Loop

#webdev #python #ai #rag

2 min read

shubhanshu for Exemplar Dev

Dec 7 '24

Boost Your Retrieval-Augmented Generation (RAG) with Vector Databases 🚀

#ai #llm #vectordatabase #rag

1 min read

Cover image for Text-to-SQL: Creating Embeddings with Nebius AI Studio (part 1)

Sophia Parafina

Dec 6 '24

Text-to-SQL: Creating Embeddings with Nebius AI Studio (part 1)

#nebius #rag #text2sql #llm

4 min read

Dec 6 '24

Talk with your PDF documents in SharePoint

#rag #llm #langchain #sharepoint

2 min read

Cover image for Want to start learning LLM and Generative AI? Start with Ollama and this article.

Dylan Oh

Dec 22 '24

Want to start learning LLM and Generative AI? Start with Ollama and this article.

#ai #chatgpt #openai #rag

2 min read

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