That is awesome , keep going my friend 👏👏👏👏

Coding scenario and best practices, new features with hands on code

@flensrocker.de I remember when we done this type guard check before , great as always

Looks clean as always @flensrocker.de

instead, they represent a special API directly supported by the Angular compiler. These capabilities can be directly applied to elements and also serve as a host binding.

Learn more about animations in Angular:
lnkd.in/d_GuxhrJ
#angular #animation #new #css

These functionalities seamlessly apply enter and leave CSS classes at the right moments or trigger functions to incorporate animations from external libraries. It's important to note that animate.enter and animate.leave are not directives;

All LCEL components implement the Runnable interface

Provides consistent methods across different component types

Enables seamless composition and chaining

#ai #lcel #langchain #agent #aiagent #runnaable #LC

#ai #rag #agent #aiagent #llm #generators

#ai #agent #aiagent #executor #llm #agentexecutor

In essence, the agent focuses on decision-making, while the agent executor handles the practical execution, providing a seamless operational workflow.

- **Comparison:** Envision the agent executor as the holistic system that:
- Receives your query
- Consults the agent for guidance
- Implements the suggested tools
- Feeds the tool outcomes back to the agent
- Iterates this process until delivering a final solution

🚀 Agent Executor:
- Description:
The comprehensive execution system that operates the agent
- Function: Iteratively runs the agent until the task is finished
- Ability: Actively executes tools and manages the entire interaction process

- Analogy: Similar to a knowledgeable advisor who advises, "Use a calculator to multiply 10.7 by 7.68," without physically operating the calculator.

2- Generation Step: It then combines this retrieved information with its language abilities to craft a personalized, accurate response, so the client can now follow easy steps to reset the password

With RAG:
Retrieval Step:
1- The chatbot first searches the company's current documentation database and finds the most recent password reset guide specifically for the new mobile app version

Without RAG (Traditional LLM):
The chatbot would only know general password reset steps from its training data, which might be outdated or too generic. It might give you steps for the old version of the app or generic advice that doesn't work.