Large Language Model(LLM)

40 posts

Building an LLM Chatbot using Flowise AI

Last Updated: 11 November 2025

Large Language Models have transformed how machines understand and respond to human language. However, creating a chatbot that uses these models effectively while managing...read more

Artificial Intelligence

Large Language Model(LLM)

Knowledge Graphs for RAG

Last Updated: 10 November 2025

A Knowledge Graph in RAG (Retrieval-Augmented Generation) is a structured representation of information where entities (nodes) and their relationships (edges) are explicit...read more

Artificial Intelligence

Large Language Model(LLM)

Holistic Evaluation of Language Models (HELM)

Last Updated: 08 November 2025

The Holistic Evaluation of Language Models (HELM) is a standardized, transparent framework for evaluating Language Models (LMs). It aims to provide a comprehensive view of...read more

Artificial Intelligence

Large Language Model(LLM)

AI jailbreaking

Last Updated: 06 November 2025

AI jailbreaking is a method of eliciting information from an AI system that would normally be restricted due to ethical or security concerns. Using carefully crafted promp...read more

Artificial Intelligence

Large Language Model(LLM)

Retrieval-Augmented Fine-Tuning (RAFT)

Last Updated: 06 November 2025

LLMs tend to be very good at general tasks related to NLP, they usually underperform for specialized domains, such as medicine or law. RAFT bridges this gap by bringing to...read more

Artificial Intelligence

Large Language Model(LLM)

DeLLMa Decision Making under Uncertainty with LLMs

Last Updated: 01 November 2025

AI has moved beyond text generation LLMs are now being used for decision-making. Models like ChatGPT, Claude and Gemini focused on conversation and creativity. But LLMs ca...read more

Artificial Intelligence

Large Language Model(LLM)

Retrieval Methods in Langchain

Last Updated: 03 November 2025

Retrieval in LangChain is the process of fetching relevant information from external sources, documents or knowledge bases to support LLM responses. It helps LLMs provide ...read more

Artificial Intelligence

GenAI

Large Language Model(LLM)

Vector Store Memory in LangChain

Last Updated: 25 October 2025

Vector Store Memory in LangChain is a mechanism that stores conversation history as vector embeddings instead of plain text. This allows the model to retrieve relevant pas...read more

Artificial Intelligence

Large Language Model(LLM)

Streaming Responses in LangChain

Last Updated: 27 October 2025

Streaming responses in LangChain is a method that allows developers to receive output from a language model incrementally, token by token, instead of waiting for the entir...read more

Artificial Intelligence

Large Language Model(LLM)

Conversation Summary Memory in LangChain

Last Updated: 27 October 2025

LLMs often struggle to maintain context over long conversations, which can lead to repetitive, inconsistent or irrelevant responses. Conversation summary memory helps solv...read more

Artificial Intelligence

Large Language Model(LLM)

LangChain APIs & Environment Setup

Last Updated: 24 October 2025

LangChain is transforming the way developers build applications with Large Language Models (LLMs). From chatbots to retrieval-augmented generation (RAG) pipelines, it allo...read more

Artificial Intelligence

Large Language Model(LLM)

ChatPromptTemplate in LangChain

Last Updated: 24 October 2025

ChatPromptTemplate is a structured template in LangChain designed for multi turn conversations and chat based workflows. It allows developers to define messages, roles and...read more

Artificial Intelligence

Large Language Model(LLM)

Output Parsers in LangChain

Last Updated: 25 October 2025

LLMs often generate text that is unstructured or inconsistent. Output parsers help convert this raw text into structured formats ensuring our application can reliably inte...read more

Artificial Intelligence

Large Language Model(LLM)

Prompt Templates

Last Updated: 27 October 2025

Prompt templates are reusable formats for instructing LLMs using placeholders to insert variable information. They are essential for consistency, efficiency and scalabilit...read more

Artificial Intelligence

Large Language Model(LLM)

Langchain Integrations

Last Updated: 25 October 2025

LangChain is a framework designed to help developers build applications that leverage large language models efficiently. It provides tools for chaining LLMs with data, API...read more

Artificial Intelligence

Large Language Model(LLM)

1 2 3