What is included:
• Stateful Agentic Workflows: Multi-agent systems with persistent memory, tool-calling capabilities, and conditional routing built with LangGraph.
• Enterprise Hybrid RAG: Semantic chunking, BM25 keyword search combined with dense vector indexing (FAISS/Pinecone), and cross-encoder reranking for pinpoint accuracy.
• Production-Grade Backend: High-performance asynchronous FastAPI endpoints packaged in Docker with JWT authentication and Swagger documentation.
• Clean Delivery & Deployment: Full source code, deployment scripts (AWS ECS / Cloud Run / Local Docker), and architectural handoff.