session management , Python, Context engineering, RAG embeddings, AWS Bedrock, Vector DB, pgvector, Pinecone, Multi Agent Systems, executor, chunking, Planner, AutoGen CrewAI, Indexing, LLM Azure OpenAI, reviewer, Gen AI Agentic AI skills, Semantic Kernel, prompt engineering, FAST API, retrieval strategies, Responsible AI guardrails, FAISS, persona system prompt, MCP, Google Vertex, AI Framework LangChain, Weaviate, LlamaIndex

react.js , HTML, MySQL, Php, Xml, CSS, Javascript, Python Fast API