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AI-ML-DS / Artificial Intelligence

Artificial Intelligence

713+ posts

Last Updated: 15 September 2025

CrewAI Flows are used for building, orchestrating and managing AI workflows in a structured, event-driven manner. It allows developers to combine tasks, Crews (groups of a...read more

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Artificial Intelligence

Artificial Intelligence

Fraud Detection Using CrewAI

Last Updated: 15 September 2025

Fraud detection in finance requires analyzing large volumes of transactions and identifying anomalies. CrewAI helps streamline this process by assigning specialized AI age...read more

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Artificial Intelligence

Artificial Intelligence

Vector Stores in LangChain

Last Updated: 13 September 2025

Vector stores are specialized databases that store embeddings (numeric vectors that capture semantic meaning) and provide fast similarity search. In LangChain, vector stor...read more

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Artificial Intelligence

Last Updated: 15 September 2025

A Command-Line Interface (CLI) is a way to interact with software by typing commands into a terminal or shell. Unlike graphical interfaces the CLI allows us to directly in...read more

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Artificial Intelligence

Artificial Intelligence

CrewAI Planning and Reasoning

Last Updated: 15 September 2025

CrewAI provides reasoning and planning parameters that influence how outputs are generated. These two features are distinct but when used together, they can lead to more s...read more

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Artificial Intelligence

Artificial Intelligence

CrewAI Knowledge

Last Updated: 15 September 2025

Knowledge in CrewAI enables agents to reference explicit facts when performing tasks. Knowledge sources supply structured or unstructured information directly, allowing ag...read more

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Artificial Intelligence

Artificial Intelligence

Creating Custom Tools for CrewAI

Last Updated: 01 September 2025

CrewAI is a framework that allows multiple AI agents to work together to complete tasks. One useful feature is the ability to create custom tools that agents can use to pe...read more

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Artificial Intelligence

Artificial Intelligence

Sequential Chains in LangChain

Last Updated: 01 September 2025

Sequential chains are a type of prompt or model chaining in LangChain which multiple sub-chains (or steps) are linked so that the output from one step becomes the input fo...read more

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Artificial Intelligence

Large Language Model(LLM)

Agents and Tools in LangChain

Last Updated: 01 September 2025

LangChain is a framework for building applications with Large Language Models (LLMs). Its core components are Tools and Agents. Tools extend the capabilities of LLMs, whil...read more

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Artificial Intelligence

Large Language Model(LLM)

Last Updated: 01 September 2025

An LLM Chain is a structured sequence of connected components that use large language models (LLMs) alongside other tools and data sources to perform complex tasks more ef...read more

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Artificial Intelligence

Large Language Model(LLM)

CrewAI Embeddings

Last Updated: 01 September 2025

Embeddings are numerical vector representations of text. Instead of treating words and sentences as raw text, they are mapped into high-dimensional vector spaces. In this ...read more

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Artificial Intelligence

Artificial Intelligence

Memory in CrewAI

Last Updated: 30 August 2025

Memory in CrewAI enables agents to retain past interactions, outputs and contextual information ensuring that tasks are carried out in a coherent and structured manner. In...read more

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Artificial Intelligence

Artificial Intelligence

Who is an Agentic AI Developer?

Last Updated: 01 September 2025

Regular software development is pretty straightforward: you write code, the program follows your instructions and it gives you the results you expect. Agentic AI developme...read more

Artificial Intelligence

Artificial Intelligence

Building Agentic RAG System using LlamaIndex

Last Updated: 01 September 2025

We are building an Agentic RAG using LlamaIndex which is a system that allows an autonomous agent to retrieve relevant information from a set of documents and generate acc...read more

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Artificial Intelligence

Artificial Intelligence

LangChain Expression Language(LCEL)

Last Updated: 28 August 2025

LCEL orLangChain Expression Language is used to connect AI building blocks like prompts, models, data retrievers and parsers by using a “pipe” symbol (|) so that informati...read more

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Artificial Intelligence

Large Language Model(LLM)

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