Working notes on AI integration by Bernat Sampera.https://samperalabs.com/en-ushttps://samperalabs.com/posts/using-ollama-in-a-simple-app-with-the-mcp-protocol/https://samperalabs.com/posts/using-ollama-in-a-simple-app-with-the-mcp-protocol/Learn to build AI agents with the MCP protocol. This tutorial provides a complete Python example of setting up a tool server and using a local Ollama model to perform structured function calls. A practical introduction to MCP for real-world AI applications. Fri, 10 Apr 2026 00:00:00 GMThttps://samperalabs.com/posts/safely-running-ollama-with-cpu-temperature-checks-in-python/https://samperalabs.com/posts/safely-running-ollama-with-cpu-temperature-checks-in-python/Learn how to wrap Ollama models with a CPU temperature check in Python. This tutorial shows you how to prevent overheating by pausing execution when system temperatures exceed safe limits.Tue, 20 Jan 2026 00:00:00 GMThttps://samperalabs.com/posts/how-to-handle-human-in-the-loop-with-langgraph-and-fastapi/https://samperalabs.com/posts/how-to-handle-human-in-the-loop-with-langgraph-and-fastapi/A practical guide to building a chatbot with human review capabilities. Learn how to combine AI chat with human oversight using React, FastAPI, and Gemini LLM. Perfect for developers looking to create more reliable AI chat applications that benefit from human expertiseWed, 05 Nov 2025 00:00:00 GMThttps://samperalabs.com/posts/lessons-learned-building-a-real-world-ai-agent-with-langgraph/https://samperalabs.com/posts/lessons-learned-building-a-real-world-ai-agent-with-langgraph/A deep-dive tutorial on building a real-world AI agent with LangGraph. Learn key architectural patterns, state management techniques, and performance optimizations from the implementation of translateprompt.com Wed, 10 Sep 2025 00:00:00 GMThttps://samperalabs.com/posts/analyzing-open-deep-research/https://samperalabs.com/posts/analyzing-open-deep-research/Analyzing the code from the public open deep research project from the langchain team to research information online using tools and llms.Tue, 15 Jul 2025 00:00:00 GMT