Monitoring and Evaluation of Production-Grade RAG Pipelines: Complete Guide
Learn how to monitor and evaluate a production-grade RAG pipeline with retrieval metrics, faithfulness, observability, latency, cost, regression testing, and user feedback.
Learn how to monitor and evaluate a production-grade RAG pipeline with retrieval metrics, faithfulness, observability, latency, cost, regression testing, and user feedback.
Google Gemini 3.8 Live and Live Extended Thinking bring real-time voice, visual context, background reasoning and tool use to developers building AI agents.
PrismML’s Bonsai 2 27B compresses Qwen3.8 27B into a 5.9GB ternary model. Explore its architecture, benchmarks, 262K context, vision, tool calling, local setup, hardware support, and real-world trade-offs.
A practical AI/ML roadmap covering Python, mathematics, machine learning, deep learning, transformers, LLMs, RAG, AI agents, MLOps, and real-world projects.
AI coding assistants have transformed software development, but many developers hesitate to use Claude Code because it typically requires an Anthropic subscription or API credits. Fortunately, there’s another way. By connecting Claude Code to OpenRouter, you can route requests through dozens of AI models—including several free models—while keeping the same Claude Code experience. In this … Read more
MiniMax M3 was announced by MiniMax on June 1, 2026. MiniMax describes it as a coding and agentic model with a 1M-token context window and native multimodal capabilities. The model is available through MiniMax’s developer platform and coding products, while self-hosting and third-party access depend on the current distribution and provider configuration. This guide summarizes … Read more
Published May 2, 2026 | Tags: Claude Code, Gemma 4, Google AI, Developer Tools, Open Source Claude Code can be connected to alternative model backends through compatible interfaces. This article demonstrates one such workflow: a FastAPI proxy translates Claude Code requests into calls to Google’s GenAI API, allowing a developer to experiment with Gemma or … Read more
Note: – 2026-04-15: Qwen OAuth free tier has been discontinued. To continue using Qwen Code, switch to Alibaba Cloud Coding Plan, OpenRouter, Fireworks AI, or bring your own API key. Run qwen auth to configure. As AI-assisted software development rapidly evolves, developers are shifting away from browser-based chatbots and moving toward tools that live directly … Read more
If you are looking for a practical way to use Gemma 4 in Java, this project is a strong place to begin. It shows how to connect a Java application to a powerful generative AI model, keep conversation history, stream responses in real time, and build a modern chatbot experience—without heavy frameworks. This guide is … Read more
Google DeepMind released Gemma 4 in March 2026 as a family of open models spanning small on-device variants through larger server-oriented models. The family includes E2B, E4B, 12B, 26B A4B, and 31B sizes, with multimodal capabilities and context windows of up to 256K tokens depending on the model. Whether you’re a developer building the next … Read more