Infrastructure engin...ย โขย 1y
Not fine tuning or pre training. Itโs the way of changing pre processing step. What we do now is chunk the data, create embedding then store them in vector db and query it and feed it to llm for response. This has more error prone due to complex documents, like tables, graph elements etc to solve this chunking Doesnโt make as it misses the content by breaking the text of each document text. So changing this with other approach solves the accrueacy in retrieval.
Buidling FedUp| AI R...ย โขย 5m
๐จ Everyone says "RAG is dead" โ but I say: Itโs just been badly implemented. Iโve worked on AI systems where Retrieval-Augmented Generation (RAG) either changed the gameโฆ or completely flopped. Hereโs the hard truth ๐ --- ๐คฏ Most teams mess up
See MoreKeen Learner and Exp...ย โขย 2m
Day 13 of learning AI/ML as a beginner. Topic: Word Embedding. I have discussed about one hot encoding, Bag of words and TF-IDF in my recent posts. These are the count or frequency tools that are a part of word embedding but before moving forward l
See More

Hey I am on Medialย โขย 8m
Retrieval-Augmented Generation (RAG) is a GenAI framework that enhances large language models (LLMs) by incorporating information from external knowledge bases, improving accuracy, relevance, and reliability of generated responses. Here's a more det
See More
Software Engineer | ...ย โขย 12m
๐ก 5 Things You Need to Master for learn for integrating AI into your project 1๏ธโฃ Retrieval-Augmented Generation (RAG): Combine search with AI for precise and context-aware outputs. 2๏ธโฃ Vector Databases: Learn how to store and query embeddings for e
See MoreBuilding an AI eco-s...ย โขย 8m
I'm working towards building India's first Vector DB and Memory Management System. I'm not yet funded by any VC - bootstrapping everything with a very small team. I need the support of the community to take India's deep-tech products to the Global s
See MoreDev dev devย โขย 9m
๐ Excited to share my latest YouTube video! demonstrate how to integrate Microsoft's Semantic Kernel with Qdrant, the open-source vector database, to build an intelligent question-answering system for Wikipedia pages๎ ๎cite๎turn0search3๎ In this tu
See MoreEntrepreneur | Build...ย โขย 7m
The Entrepreneurโs Funding Journey (aka "The Hunger Games: VC Edition") 1. Idea stage: โThis is going to revolutionize the world.โ 2. Prototype stage: โIt almost works. On Tuesdays. If you pray.โ 3. Pitch stage: โWeโre pre-product, pre-revenue,
See More
Download the medial app to read full posts, comements and news.