The Bot Shelf

Langchain

2 articles

Developer building AI applications with LangChain, surrounded by futuristic code and data visualizations, symbolizing innovation in AI development.
Developer Tools

How to Build AI Applications with LangChain

Over 63% of mid-sized companies (100-2000 employees) now run AI agents in production, reports LangChain .

Armen Bedrosian·July 18, 2026
Abstract visualization of LangChain and LlamaIndex frameworks connecting data to an AI brain, symbolizing accelerated AI development.
Developer Tools

LangChain vs. LlamaIndex: Choosing Between Orchestration and Retrieval

LangChain and LlamaIndex are LLM frameworks with distinct strengths: LangChain excels at orchestrating complex agent logic, while LlamaIndex specializes in efficient data retrieval for RAG. Developers often combine them, using LlamaIndex for data and LangChain for agent workflow management, depending on their application's primary complexity.

Armen Bedrosian·May 30, 2026