ClusteredBytes
Enjoy my writings on various topics including AI, Cloud Native, Kubernetes, Software Architecture, Data structures and Algorithms and anything else that I’m currently exploring.
A guide to build a multi-agent resume optimizer using LlamaIndex AgentWorkflow. It does a thorough analysis of the job posting and the existing resume, and generates a custom resume tailored specifically for that job posting so that it stands out.
A guide to build a multi-agent resume optimizer using LlamaIndex AgentWorkflow. It does a thorough analysis of the job posting and the existing resume, and generates a custom resume tailored specifically for that job posting so that it stands out.
A guide to build a fully local Chat-with-pdf app using LlamaIndex TS, Ollama, Next.JS
A guide to building a full-fledged discord bot using LlamaIndex, that listens to, remembers and answers questions from your discord server.
A guide to proposition basead retrieval, and how it outperforms traditional passage and sentence retrievers.
A guide to the new LlamaIndex Ingestion pipeline, which is a new and improved way to ingest documents.
A beginner friendly introduction to multi-modal RAG using LlamaIndex
A guide on how to finetune an adapter on top of existing embedding models to improve retrieval
A guide on how to finetune sentence transformer embedding models to improve retrieval
LLMs get lost in the middle of long context and we try to address this using LangChain LongContextReorder