Sad Local Story I am mostly using local llms for my basic automation activities and general ai usage. The biggest problem i faced was absence of updated information from llm, often i had to switch to google search or gemini for updated information. We have already seen in previous blogs how LLM can interact with tools …

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Claude Code similar Agent We all have used cli agent tools similar to claude code. These agents spawn a process in terminal and based on user's request perform actions like read file write file execute file And many others like connecting to internet, database, graphical interface or even hardware interface Basically …

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Building a Modern AI Bridge Spring AI, MCP, Python and Java 25 The Model Context Protocol (MCP) is rapidly becoming the standard for how AI models interact with external tools and data. By using Spring AI, we can expose Java services as tools that any MCP-compliant client—including those written in Python—can consume …

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In this article we will see how to install llama.cpp on ubuntu Installing build essentials and Initial Setup 1sudo apt update 2sudo apt install -y build-essential libcurl4-openssl-dev cmake git Setup nvcc path 1export CUDACXX=/usr/local/cuda-13.0/bin/nvcc find gpu arch, make sure nvidia-smi command works 1# Queries the …

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In this article we will create web-search agent using google adk, ollama and crawl4ai instead of google_search tool Installation Create venv using python command 1python3.13 -m venv .venv 2source .venv/bin/activate Let's first install google adk pip install google-adk ollama pip install ollama craw4ai pip install …

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Install Ollama Execute following in terminal 1curl -fsSL https://ollama.com/install.sh | sh Once ollama is installed pull a model using 1ollama run ministral-3:8b Install OpenWebUi 1docker run -d -p 3000:8080 --network host \n 2 -v open-webui:/app/backend/data \n 3 --name open-webui ghcr.io/open-webui/open-webui:main …

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Introduction You have integrated spring security in you project. Using keycloak as authentication and authorization server. Backend as resource server guarded by jwks-keys After every successful authentication you get all user details inside Controller but it is still pointing to Authentication or Jwt Object from …

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1. Core Installation Installed Zsh: The foundation of your new terminal. 1sudo apt update && sudo apt install zsh -y Installed Oh My Zsh: The framework for themes and plugin management. 1sh -c "$(curl -fsSL https://raw.githubusercontent.com/ohmyzsh/ohmyzsh/master/tools/install.sh)" 2. Plugin Installation (Download & …

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While working with multiple project and then having multiple docker-compose.yml per project everytime I faced issues like Stop Old docker-compose service Data miss management if forgot to remove some service Setting up data for different service Some time accidentally removing data for other service Different networks …

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If you are trying to use Open WebUI with ollama and probably already have an nvidia-gpu and after executing following command 1docker run -d --net=host --gpus all -v open-webui:/app/backend/data --name open-webui --restart always ghcr.io/open-webui/open-webui:cuda You encounter following exception could not select …

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