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Building Smarter AI Agents with LlamaIndex, Haystack, and n8n: A Deep Dive into RAG and Automation
Latest  Machine Learning

Building Smarter AI Agents with LlamaIndex, Haystack, and n8n: A Deep Dive into RAG and Automation

Neha Manna
23 likes
October 4, 2025

Author(s): Neha Manna Originally published on Towards AI. Imagine you’re running a restaurant: The Chef (LLM) is brilliant at cooking but doesn’t know what’s in the pantry or what customers ordered yesterday. LlamaIndex is like your organised pantry manager — it catalogs …

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AutoGen vs CrewAI: Two Approaches to Multi-Agent Orchestration
Latest  Machine Learning

AutoGen vs CrewAI: Two Approaches to Multi-Agent Orchestration

Neha Manna
27 likes
September 16, 2025

Author(s): Neha Manna Originally published on Towards AI. Table of Contents Overview AutoGen2.1 History & Evolution2.2 Why AutoGen Matters2.3 How AutoGen Works2.4 AutoGen Examples2.5 Architecture (v0.4) with analogies CrewAI3.1 History & Evolution3.2 Why CrewAI3.3 How CrewAI Operates3.4 CrewAI Examples3.5 Architecture with analogies …

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From Tool Chaos to Intelligent Agents: LangChain and LangGraphs Frameworks
Latest  Machine Learning

From Tool Chaos to Intelligent Agents: LangChain and LangGraphs Frameworks

Neha Manna
26 likes
September 5, 2025

Author(s): Neha Manna Originally published on Towards AI. Content The Scenario: Too Many Tools, Not Enough Intelligence How LangChain Solves Real Problems in AI Workflows 2.1 Enter LangChain: The Operating System for AI Agents 2.1.1 Chains: The Recipe Book for AI Logic …

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