, vector search, re-ranking, answer generation LLM APIs - OpenAI Chat Completions, Responses API, streaming, tool calling... protocols Multi-modal AI (vision models, image analysis) Vector databases (OpenSearch, Pinecone, pgvector) AWS services...
engineering, tool calling, and agent orchestration RAG, embeddings, vector search, and retrieval techniques AI solution design...
models, retrieval-augmented generation, vector retrieval, semantic search, AI agents, orchestration frameworks, evaluation...
or TensorFlow Expertise working with Vector storage systems and designing memory for Agents Expertise developing long running...
Generative AI / LLMs NLP / Natural Language Processing LangChain / LlamaIndex RAG / Retrieval-Augmented Generation Vector...
, streaming. RAG - embeddings, vector/similarity search, chunking, source grounding. Microsoft identity Entra ID / Azure AD...
, RAG evidence, citations, and structured outputs. Design RAG solutions with vector/search retrieval, metadata filtering...
Models Semantic Kernel LangChain LangGraph CrewAI Vector Databases Cloud Platforms Azure (Preferred) AWS GCP Preferred Skills...
plus Good understanding of data engineering concepts, distributed systems, and scalable architectures Familiarity with vector...
. Experience with machine learning integration. Experience with semantic search or vector search. Experience with Azure OpenAI...