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GenAI

70 posts

Metadata Filtering in LangChain

Last Updated: 30 October 2025

Metadata filtering is a technique used in vector databases to refine and control search results based on structured attributes associated with documents. Instead of relyin...read more

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Artificial Intelligence

Artificial Intelligence

Semantic Document Search

Last Updated: 31 October 2025

Semantic search allows computers to understand the meaning behind user queries rather than relying only on exact keyword matching. Using FAISS (Facebook AI Similarity Sear...read more

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Artificial Intelligence

Last Updated: 30 October 2025

pgvector is an open-source extension for PostgreSQL that adds native support for vector similarity search, enabling us to store, index and query high-dimensional embedding...read more

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Artificial Intelligence

Last Updated: 30 October 2025

Milvus is an open-source vector database designed for managing and searching large-scale embedding data efficiently. It is widely used in AI, machine learning and semantic...read more

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Artificial Intelligence

Text Embeddings using Cohere

Last Updated: 30 October 2025

Text Embeddings using Cohere allow you to convert text into numerical vectors that capture meaning, context and semantic relationships between words or sentences. These em...read more

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Artificial Intelligence

Building an AI Agent Using Google’s Agent Development Kit (ADK)

Last Updated: 28 October 2025

Google’s Agent Development Kit (ADK) is a useful framework for creating autonomous AI agents. Unlike simple chatbot frameworks, ADK allows developers to build agents that ...read more

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Artificial Intelligence

Artificial Intelligence

What is Google ADK (Agent Development Kit)

Last Updated: 28 October 2025

Google’s Agent Development Kit (ADK) is an open-source framework that helps developers build, test, evaluate and deploy autonomous AI agents and multi-agent systems. Unlik...read more

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Artificial Intelligence

Artificial Intelligence

Building AI Agents using Langchain and Langgraph

Last Updated: 27 October 2025

Let's build an intelligent AI Agent that can understand, reason and generate responses dynamically using LangChain for LLM interaction and LangGraph for managing logical w...read more

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Artificial Intelligence

Artificial Intelligence

Building AI Agents using Autogen

Last Updated: 28 October 2025

AutoGen is a framework for building multi-agent AI systems where multiple agents collaborate, communicate and solve complex tasks autonomously. It allows developers to des...read more

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Artificial Intelligence

Artificial Intelligence

RAG vs. Closed-Book Models

Last Updated: 27 October 2025

In the world of AI and LLMs, there are two main ways a model can answer questions, Retrieval-Augmented Generation (RAG) and Closed-book Models. The main difference is that...read more

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Artificial Intelligence

Artificial Intelligence

Building AI Agents using AGNO

Last Updated: 28 October 2025

AGNO is a framework for building AI agents that can perform automated tasks, make decisions and interact intelligently with data or users. It simplifies the process of cre...read more

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Artificial Intelligence

Artificial Intelligence

Last Updated: 27 October 2025

OpenAI offers a diverse set of tools that enable interaction with artificial intelligence across text, code, images, audio and embeddings. These tools are designed to prov...read more

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Artificial Intelligence

Artificial Intelligence

Computational Power to Train AI

Last Updated: 24 October 2025

To train modern Artificial Intelligence (AI) models, computational power is required to process large datasets and perform complex mathematical operations. The efficiency ...read more

Artificial Intelligence

Artificial Intelligence

Self RAG (Retrieval Augmented Generation)

Last Updated: 22 September 2025

Retrieval Augmented Generation combines a Large Language Model (LLM) with an external knowledge source to improve response accuracy and reduce hallucinations. Self Reflect...read more

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Artificial Intelligence

Artificial Intelligence

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