Build Rag Pipelines

A Chinese-language, hands-on guide to building AI agent applications, covering LangChain, LangGraph, MCP, RAG, fine-tuning, deployment, and interview preparation. Includes tutorials and projects for multi-agent research and natural-language data querying.

AI Agents | Python · tutorial · multi-agent

TypeScript AI SDK unifying 30+ LLM providers (OpenAI, Anthropic, Gemini, Bedrock, Ollama) behind one streaming API. MCP-native with built-in RAG, memory, voice TTS/STT, agents, and provider failover. Extracted from Juspay production systems.

AI Frameworks | TypeScript · llm · multi-provider