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HomeMCP and RAG: Key Differences in AI Functionality and ApplicationsMachine Learning

Tag: Machine Learning

Glossary, Model Context Protocol

MCP and RAG: Key Differences in AI Functionality and Applications

MCP vs RAG Ever felt like the world of AI is throwing alphabet soup at you? You’re not alone! Terms like MCP […]

6 min read
Glossary, Model Context Protocol

Model Context Protocol (MCP) Explained: A Comprehensive Guide

Let’s be honest, Large Language Models (LLMs) are pretty amazing. They can write poems, debug code (sometimes), and even tell you a […]

22 min read
Research & Papers

DeepSeek R1 Architecture and Training Workflow from Scratch

If you’ve been keeping up with artificial intelligence, you might have heard about DeepSeek R1. It’s one of the newest players in […]

21 min read
FAQ

LangChain Few-Shot Prompting: A Complete Guide

LangChain Few-Shot: A Dynamic Prompt Guide — Are you ready to elevate your language model’s performance? I mean, who wouldn’t want a […]

7 min read
FAQ

What is Sumo Logic Used For? Understanding Its Key Features and Use Cases

What Sumo Logic Is Used For: Comprehensive Guide — So, hey there! If you’re like me, you’ve probably found yourself swimming in […]

6 min read
Research & Papers

DeepAI’s Big Data Pipeline: Understanding, Designing, and Building Efficient Data Flows

Even before launching our startup DeepAI back in 2020, we encountered significant challenges in managing and storing large datasets. To address these, […]

6 min read
Glossary

How to Fine-Tune BERT for Optimal Performance in NLP Tasks

What if you could take a powerful language understanding engine and give it a custom paint job to fit your unique needs? […]

7 min read
Glossary

What is UniDiffuse? Understanding the Revolutionary Unified Diffusion Framework Transforming Multimodal Data Handling

Ever wondered how one model can harmonize the chaos of different data types like a maestro conducting a symphony? Enter UniDiffuser, the […]

5 min read
Glossary

How much GPU memory do you need for deep learning?

How much GPU memory do you really need for deep learning? It’s a question that often feels like trying to measure the […]

6 min read
Glossary

Small LLM to Extract Text Data: The Mechanisms Behind Efficient Information Retrieval

Have you ever wondered how a small language model (LLM) can sift through mountains of text to extract the golden nuggets of […]

9 min read
Research & Papers

ChatZero: Revolutionizing Dialogue Generation for Low-Resource Languages

Have you ever wondered how technology can bridge the gap for speakers of low-resource languages? Enter ChatZero, a revolutionary dialogue generation model […]

7 min read
Glossary

Qwen2 Technical Report: Unveiling the Future of Language Models with the 72 Billion Parameter Marvel

What if the next leap in artificial intelligence is sitting in a 72 billion parameter model, waiting to redefine how we interact […]

5 min read
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Deep AI — Leading Generative AI-powered Solutions for Business
  • Home
  • Services
    • AI Agents — Autonomous AI Agent
    • GenAI Consulting
    • Retrieval Augmented Generation-as-a-Service
    • AI-Powered Search
    • LegalTech
    • Solutions Development
    • Natural Language Processing
    • Prompt Engineers
    • AI Integration
  • Expertise
  • Products
    • DeepSearch Framework
    • DeepChat
    • DeepSEO
    • LegalyAI
    • DeepLearn Academy
    • DeepAI Text-to-Image
    • API : Build with AI & DeepAI
    • Custom AI Solutions
    • TryBeta
      • DeepAI Chat
      • DeepChats
      • DeepAI Image Generator
      • Labs
      • Legaly
    • Vote for DeepAIOPEN
  • Company
    • About DeepAI
    • Benefits & Vision
    • DeepCORE Models
    • Investors
    • Careers
  • Resources
    • FAQ & HelpFrequently Asked Questions.
    • GlossaryLearn about genAI technology.
    • AnnouncementsDeepAI startup news and updates.
    • Research & PapersDeepAI’s in-house research team contributes to the latest advancements in AI – from the fundamentals of machine learning to Generative AI and deep learning.
    • News & UpdatesLatest AI News and Updates.
  • Contact

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