Production workflows, document loaders, vector store retrievers, and structured output chains built with the LangChain framework.
Optimizing MQTT Brokers for 50,000 Concurrent GPS Streams
AIS-140 SOS Integration Architecture with State VLT Backends
Subject Matter Archive
Explore why naive vector search fails on enterprise documents and how GraphRAG, ColPali vision embeddings, and hybrid lexical-semantic retrieval eliminate hallucinations across technical manuals, invoices, and relational schemas.
Ananya Deshmukh
Lead AI & Cloud Architect
Learn how to architect enterprise-grade Retrieval-Augmented Generation (RAG) pipelines using LangChain, pgvector, hybrid semantic-lexical search, and cross-encoder re-ranking to eliminate LLM hallucinations.
Ananya Deshmukh
Lead AI & Cloud Architect
Explore how next-generation AI agents combine LangChain, LangGraph, structured tool execution, and cyclical state machines to automate complex, multi-step enterprise workflows reliably.
Punit Tiwari
Founder & Principal Solutions Architect
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