خدمات · هوش عاملمحور، هوش مولد، RAG و سامانههای LLM
هوش عاملمحور، هوش مولد، RAG و سامانههای LLM
Production-oriented AI systems combining LLMs, retrieval, tools, memory and governed agent workflows for real business tasks.
معرفی خدمت
Modern AI systems can move beyond single-turn chat toward agents that plan, use tools, retrieve evidence, coordinate specialised steps and maintain state across multi-step work.
We design grounded retrieval and controlled action pathways using hybrid search, reranking, citations, structured outputs, tool and API integration, memory, multimodal inputs, human approval and access controls.
Architectures can support interoperable tool and context connections, specialist-agent collaboration, tracing, automated evaluation and human review before wider deployment.
خروجیهای احتمالی
AI and agent architecture
Knowledge ingestion and retrieval pipeline
Agent and tool workflows
Multimodal QA or assistant interface
Evaluation and observability dashboard
Security and access-control plan
کاربردهای مناسب
Enterprise knowledge and technical support
Engineering and research assistants
Workflow automation and operations
Customer and employee service
Document-heavy QA and compliance