AI
AI Avoiders are Idiots , because GenAI here to help us and it's time to upgrade ourselves. Its DATA driven world, DATA -Divine And Technology Adoption is must to win this life. Data is the new blood which keeps enterprise running healthy

RNN Limitations

: RNN cannot process Large sequence of text and RNN has two common issues

1. Vanishing Gradient **
**2. Exploding Gradient

LLM - Limitations

1. LLM models are disconnected from the current or dynamic world , Because it do not know uptodate or current events what is happening in live world .
2. LLM models are Outdated . since its solely rely on corpus amount of data what was trained, LLM cannot answer to the user prompt with real-time ,current events
3. LLM cannot connect or Interact with outside world or it cannot invoke or call other external services like APIs, Databases , search engines like Google or Bing to query real-time information.
4. LLMs are act like true restful endpoints services , I mean they do not maintain the session information . I mean it does not maintain or keep in memory the user prompts or queries . fortunately , LLM got a good friend his name is LangChain