#retrieval-augmented-generation
#retrieval-augmented-generation

Artificial intelligence

RAG can make AI models riskier and less reliable, new research shows

fromMarTech

2 weeks ago

Artificial intelligence

RAG: The most important AI tool marketers have never heard of | MarTech

Marketing tech

fromForbes

RAGs To Riches: How Retrieval-Augmented Generation Is Changing Advertising

RAG enhances AI-generated advertising by improving contextual relevance, accuracy, and alignment with brand messaging.

fromAbove the Law

Deep Research - Above the Law

The main challenge of Generative AI like ChatGPT is hallucination, particularly in critical fields like law.

fromComputerWeekly.com

Understanding RAG architecture and its fundamentals | Computer Weekly

The industry is seeing a growing focus on retrieval augmented generation (RAG) architectures, which combine generative AI with enterprise search for accurate answers.

fromZDNET

Artificial intelligence

RAG can make AI models riskier and less reliable, new research shows

fromMarTech

2 weeks ago

Artificial intelligence

RAG: The most important AI tool marketers have never heard of | MarTech

more#generative-ai

#large-language-models

LLM + RAG: Creating an AI-Powered File Reader Assistant

AI simplifies daily tasks, enhancing productivity through tools like chatbots and LLMs.

Artificial intelligence

Rethinking RAG: Building Smarter, Safer AI Architectures for the Enterprise

6 months ago

Artificial intelligence

Tired of Digging Through Long PDFs? You Can Build a Bot That Can Quickly Answer Questions for You | HackerNoon

Roam Research

Dynamic Retrieval Strategies: Enhancing QA Across Query Types | HackerNoon

LLM + RAG: Creating an AI-Powered File Reader Assistant

AI simplifies daily tasks, enhancing productivity through tools like chatbots and LLMs.

Artificial intelligence

Rethinking RAG: Building Smarter, Safer AI Architectures for the Enterprise

6 months ago

Artificial intelligence

Tired of Digging Through Long PDFs? You Can Build a Bot That Can Quickly Answer Questions for You | HackerNoon

more#large-language-models

Roam Research

Dynamic Retrieval Strategies: Enhancing QA Across Query Types | HackerNoon

fromInfoQ

Cloudflare AutoRAG Streamlines Retrieval-Augmented Generation

Cloudflare's AutoRAG simplifies retrieval-augmented generation in LLMs, automating data integration to enhance accuracy and reduce development complexity.

2 years ago

GPT-4.1's 1M-token Context Window is Impressive but Insufficient for Real-world Use Cases | HackerNoon

Large context windows in AI are attractive but come with hidden costs and complexities that impact their practical usability.

#machine-learning

Productivity

Enhancing RAG: Beyond Vanilla Approaches

RAG enhances language models but struggles in complex retrieval scenarios.

fromTheregister

Training AI Is tough; Deploying in enterprise is next-level

Fine tuning is not a magic solution for AI; RAG might be a better approach for integrating LLMs effectively.

Retrieval Augmented Generation in SQLite

SQLite simplifies the approach to retrieval-augmented generation (RAG) without the need for complex frameworks or cloud databases.

Artificial intelligence

Smart Queries, Smarter Answers: Adaptive-RAG in Action | HackerNoon

Artificial intelligence

Adaptive Ascension: LLMs, Efficiency, and Query Complexity | HackerNoon

Productivity

Enhancing RAG: Beyond Vanilla Approaches

RAG enhances language models but struggles in complex retrieval scenarios.

fromTheregister

Training AI Is tough; Deploying in enterprise is next-level

Fine tuning is not a magic solution for AI; RAG might be a better approach for integrating LLMs effectively.

Retrieval Augmented Generation in SQLite

SQLite simplifies the approach to retrieval-augmented generation (RAG) without the need for complex frameworks or cloud databases.

Artificial intelligence

Smart Queries, Smarter Answers: Adaptive-RAG in Action | HackerNoon

Artificial intelligence

Adaptive Ascension: LLMs, Efficiency, and Query Complexity | HackerNoon

more#machine-learning

#artificial-intelligence

Key Takeaways from the AI Builders Summit: A Four-Week Deep Dive into AI Development

The AI Builders Summit highlighted advancements in AI technologies across various domains, emphasizing practical strategies for building and optimizing AI models.

beer

Can Adaptive QA Frameworks Solve the Query Complexity Puzzle? | HackerNoon

Key Takeaways from the AI Builders Summit: A Four-Week Deep Dive into AI Development

The AI Builders Summit highlighted advancements in AI technologies across various domains, emphasizing practical strategies for building and optimizing AI models.

more#artificial-intelligence

beer

Can Adaptive QA Frameworks Solve the Query Complexity Puzzle? | HackerNoon

3 years ago

Build a Fully Local RAG System with rlama and Ollama-No Cloud, No Dependencies | HackerNoon

In RAG, a knowledge store is queried to retrieve pertinent documents added to the LLM prompt, helping ground the model's output with factual data.

Roam Research

Privacy technologies

2 years ago

Your Chatbot Might Be Leaking Secrets-Here's How to Lock It Down | HackerNoon

The commoditization of foundation models simplifies chatbot development, but real-world applications necessitate contextual data to improve accuracy.