Categories: AI/ML Research

Understanding LangChain LLM Output Parser

The large Language Model, or LLM, has revolutionized how people work. By helping users generate the answer from a text prompt, LLM can do many things, such as answering questions, summarizing, planning events, and more. However, there are times when the output from LLM is not up to our standard. For example, the text generated […]

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10 Useful LangChain Components for Your Next RAG System

LangChain is a robust framework conceived to simplify the developing of LLM-powered applications — with LLM, of course, standing for large language model.

February 11, 2025

In "AI/ML Research"

Prompt Compression for LLM Generation Optimization and Cost Reduction

Large language models (LLMs) are mainly trained to generate text responses to user queries or prompts, with complex reasoning under the hood that not only involves language generation by predicting each next token in the output sequence, but also entails a deep understanding of the linguistic patterns surrounding the user…

December 2, 2025

In "AI/ML Research"