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Curated developer articles, tutorials, and guides — auto-updated hourly
shashank ms6d ago • 2 min read
Unlocking Conversational AI: A Guide to Using LLM for Dialogue Management
Dialogue management is the core decision-making layer of any conversational AI system. Traditionally...
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shashank ms6d ago • 5 min read
Using LLM for Language Translation in Multilingual Support
We are building a multilingual support translator that detects a customer's language and translates ...
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shashank ms6d ago • 4 min read
Sentiment Analysis for Social Media Monitoring using LLM: Best Practices and Applications
We are building a real-time sentiment analysis pipeline that ingests raw social media posts, classif...
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shashank ms6d ago • 1 min read
Integrating LLM with Reinforcement Learning for Enhanced Language Understanding
Reinforcement learning has moved beyond the post-training correction phase. Researchers now integrat...
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shashank ms6d ago • 3 min read
Using LLM for Dialogue Management in Conversational AI Systems
Conversational AI systems have moved beyond rigid decision trees. Modern dialogue management relies ...
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shashank ms6d ago • 4 min read
Introduction to LLM: A Beginner's Guide
We are going to build a lightweight customer support agent that reads a message, classifies the issu...
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shashank ms5d ago • 1 min read
Building a Chatbot with LLM: A Step-by-Step Guide
Building a production-ready chatbot requires more than calling a completions endpoint. You need to m...
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shashank ms2d ago • 2 min read
LLM for Customer Service and Support Applications
Customer service pipelines are among the most demanding LLM workloads in production. A single suppor...
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shashank ms2d ago • 3 min read
Using LLMs for Financial Analysis and Forecasting
Financial analysis demands more than surface-level summarization. Analysts routinely synthesize hund...
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shashank ms20h ago • 1 min read
Unlocking the Potential of LLMs for Speech Recognition
Speech recognition has moved far beyond simple phoneme matching. Modern pipelines now combine dedica...
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shashank ms1d ago • 3 min read
Unlocking the Potential of LLMs for Semantic Role Labeling
Semantic Role Labeling (SRL) is the shallow semantic parsing task that identifies predicate-argument...
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shashank ms35m ago • 5 min read
Building Conversational AI Systems with LLMs
Conversational AI systems require more than a simple prompt wrapper. Production assistants need memo...
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shashank ms5d ago • 1 min read
LLMs for Language Understanding: Advances and Applications
Large language models have moved beyond text generation to become the primary engine for language un...
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shashank ms6d ago • 1 min read
Integrating LLM with Computer Vision for Image Understanding
Multimodal AI has moved from research novelty to production requirement. Developers no longer treat ...
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shashank ms5d ago • 2 min read
Leveraging LLMs for Computer Vision
Large language models are no longer confined to text. The emergence of vision-language models, or VL...
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shashank ms5d ago • 4 min read
Deploying LLMs on Cloud: A Step-by-Step Guide
Running large language models in production requires more than a GPU and a checkpoint. You need to t...
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shashank ms4d ago • 2 min read
Building Virtual Assistants with LLMs
Virtual assistants have moved beyond simple chatbots. Modern implementations combine multi-turn reas...
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shashank ms2d ago • 1 min read
Fine-Tuning LLM Models for Specific Tasks: Best Practices and Techniques
Fine-tuning large language models moves them from general-purpose chatbots to specialized systems th...
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shashank ms1d ago • 2 min read
The Ethics of Large Language Models
Ethics in large language models is usually discussed in the context of training data and alignment r...
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shashank ms1d ago • 1 min read
Optimizing LLMs for Question Answering
Question answering systems built on large language models face a predictable tension. Accuracy deman...
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shashank ms3d ago • 1 min read
Building Chatbots with LLMs for Enhanced Language Understanding
Language understanding in production chatbots depends on three capabilities working in concert: accu...
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shashank ms6d ago • 4 min read
LLM for Text Analysis: A Comprehensive Overview of Natural Language Processing
We are building a batch text analysis pipeline that turns unstructured customer feedback into struct...
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shashank ms6d ago • 5 min read
Building Intelligent Virtual Assistants with LLM: A Step-by-Step Guide
Building an intelligent virtual assistant requires more than wrapping a chat interface around a larg...
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shashank ms6d ago • 5 min read
Integrating LLM with Reinforcement Learning for Conversational AI: A Step-by-Step Guide
Conversational AI systems trained solely on supervised fine-tuning often plateau at mimicking traini...
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