Graph-Based NLP with LangGraph and Large Concept Models(LCMs): Sentiment Analysis and Beyond
Author(s): Samvardhan Singh Originally published on Towards AI. Learn how to build a LangGraph pipeline using Large Concept Models (LCMs), Graph Neural Networks (GNNs), and a hybrid symbolic-semantic approach. In today’s data-driven world, enterprises are flooded with unstructured data like customer feedback, …
Model Context Protocol and CrewAI: Scaling Enterprise AI with Standardized Context
Author(s): Samvardhan Singh Originally published on Towards AI. In a world drowning in data yet starved for insight, enterprises need a bridge to unite fragmented systems and empower AI to deliver real-time, actionable decisions. Access the story for free here. Imagine you’re …
RAG 2.0: Supercharging LLMs with Real-Time Web Data and LangGraph
Author(s): Samvardhan Singh Originally published on Towards AI. In a world of constant change, the AI that learns from the present will shape the future. For those who don’t have the medium subscription, you can access this article for free hereIn today’s …
Efficient Fine-Tuning of LLMs: LoRA and QLoRA in Enterprise AI LangGraph Workflows
Author(s): Samvardhan Singh Originally published on Towards AI. Efficiency in AI isn’t just about speed , it’s about making powerful models work for every business For those who don’t have the medium subscription, you can access this article for free here Large …
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