Curated deep dives on AI systems, commerce engineering, and shipping faster.
Browse hands-on guides, experiments, and templates. Jump into an AI search demo, explore RAG chatbots, or compare vector databases built in the pvakati-tech.ai lab.
AI catalog search
Ships with a synthetic 10k product catalog. For experimentation only — not medical advice.
Open full experienceDrug Catalog AI Search
Semantic search over a synthetic drug catalog with Pinecone, highlighting filters and explainability.
AI Support Chatbot
RAG chatbot over a support FAQ with citations, moderation hooks, and analytics instrumentation.
Vector DB 2025 Field Guide
Scenario-tuned recommendations, fit scores, and docker-compose starters for the top vector databases.
Connecting to MCP Servers
Practical walkthrough for wiring an MCP server into a client with config, tools, and troubleshooting tips.
Agentic AI in E-Commerce
Scenario guide for commerce agents that plan, call tools, and safely execute customer and ops workflows.
Agentic AI Architecture
Reference architecture diagrams for commerce agents, healthcare drug commerce agents, and multi-agent orchestration.
Explore clusters
Latest benchmark ➜GenAI Systems
RAG blueprints, eval harnesses, and productionizing copilots.
LLM Apps
Conversational UX, agents, and orchestration frameworks for shipping fast.
Commerce & Cloud
Composable commerce, SAP Hybris modernization, and cloud reference patterns.
AI Projects
Case studies and walkthroughs from client engagements and internal labs.
Agentic AI
Autonomous planning patterns for merchandising, service, search, and operations.
Agentic AI Architecture
Reference flows for planners, tools, guardrails, memory, and multi-agent execution.
Connecting to MCP Servers
Register local and remote MCP servers, expose tools, and verify client connectivity.