QYTANG EVOLUTION
Explore complete public sessions by year and follow how technology evolves.
This episode evaluates AIHubMix, Alibaba Cloud Bailian, and SiliconFlow through practical NetDevOps tasks. It covers API integration, basic text gene…
This episode introduces Hugging Face Smolagents and its code-agent approach. Learners see how an agent decomposes a goal, writes and executes code, c…
This episode walks through RAGFlow from deployment to application: account and model configuration, API keys, knowledge-base creation, document inges…
This episode introduces the OpenAI Agents SDK through agents, tools, handoffs, context, and the run loop. It demonstrates combining model reasoning w…
This episode explains the Model Context Protocol host-client-server architecture and its JSON-RPC 2.0 resources, tools, and prompts. It compares stdi…
This three-part episode examines the bandwidth, latency, nonblocking-fabric, and congestion-control demands of AI/ML workloads; introduces specialize…
This episode explores KAG knowledge modeling and retrieval augmentation through containerized deployment, reverse proxy and TLS, model and knowledge-…
This episode explains Agent2Agent agent cards, capability discovery, task and message models, long-running jobs, and cross-framework interoperability…
This episode develops a multimodal RAG approach for images and text, focusing on Cohere Embed 4's unified embedding space, long context, Matryoshka d…
This episode introduces Google Agent Development Kit concepts including agents, tools, sessions, runners, and multi-agent composition. Python example…
This episode wraps Cisco Catalyst Center and Meraki management APIs as MCP tools so agents can query devices, inspect state, and invoke controlled op…
This episode compares two newer RAG approaches. HiRAG reduces noise and hallucination through hierarchical retrieval, selection, composition, and rea…
This episode covers Dify model management, prompt applications, workflow orchestration, knowledge-base RAG, tool calls, and publishing. It combines m…
This episode introduces LangChain Deep Agents for complex, long-running work through planning and TODOs, subagents, filesystem tools, context managem…
