LANGCHAIN VS LLAMAINDEX- WHATS THE BEST AI FRAMEWORK FOR AI AGENTS?

In the rapidly evolving field of AI, Langchain and LlamaIndex have emerged as leading tools for creating more effective and Agentic workflows with Large Language Models (LLMs).

We tested these two models and here is what we did-

Prompt & Messaging Creation: We examine how straightforward questions can be transformed into complete answers and how messages build upon each conversation.

Non-Agentic Workflows: Explore the seamless integration of prompts in workflows that are ideal for tasks without loops.

Output Parsers: Learn how each platform handles the extraction and use of data from model outputs.
Retrieval: We assess the effectiveness of each library in fetching relevant information across various databases.

Agentic Workflows: Discover how both platforms support complex interactions that involve role-based messaging and contextual awareness.

Our tests are designed to help you understand the strengths and limitations of each platform, guiding you to choose the best tool for your AI development needs.

Our next video will dive into the test results to see which is actually the best framework!
#aiintegration #aiagent #largelanguagemodels #langchain #llamaindex #agent