Eswara Sainatheswara96.hashnode.dev·Aug 15, 2024Top 5 Vector Databases in 2024Introduction We are drowning in data! It's mind-boggling to think that over 80% of data is going to be unstructured by 2025- think emails, social media posts, images, and videos. The explosive growth of AI has turned this data deluge into both a gold...DiscussAI
3rdSon3rdson.hashnode.dev·May 8, 2024FeaturedStep-by-Step Guide to Developing RAG Applications with Pinecone Serverless, OpenAI, Langchain, and PythonPre-requisites : 1. Before jumping into the discussion, it’s important to have a foundational understanding of RAG, which stands for Retrieval Augmented Generation. If you’re unfamiliar with this concept, you can read more about it here. 2. To follow...Discuss·36 likes·518 readsAI
Manoharan MRgadzilla.in·Apr 21, 2024Pinecone: Redefining Data Storage with Vector DatabasesIn the fast-paced world of data-driven applications and AI, traditional databases often struggle to keep up with the demands of handling high-dimensional data efficiently. Enter Pinecone – a revolutionary vector database that is changing the game whe...DiscussAI | ML | DL | Gen AIAI
Saurabh Naiksaurabhz.hashnode.dev·Apr 19, 2024Exploring Vector Databases: Part 2 - Building Hybrid Search, Facial Similarity Search, and Anomaly Detection with PineconeIntroduction: Continuing our exploration of vector databases, we delve into three additional applications that leverage the capabilities of Pinecone. In this blog, we unravel the intricacies of Hybrid Search, Facial Similarity Search, and Anomaly Det...DiscussGenerative AIgenerative ai
Vinayak GavariyaforSadhaka.AIsadhaka-ai.hashnode.dev·Feb 15, 2024Comparing Pinecone and ChromaDB: Understanding Their Offerings as Vector DatabasesVector databases and their necessity are rapidly increasing. If you're new to vector databases, you might want to check out my blog post here. While exploring vector databases, I came across Pinecone and ChromaDB—two widely used platforms in this dom...Discuss·3 likes·161 readsPinecone
Kam Chehresakamc.hashnode.dev·Feb 14, 2024OpenAI Text Embeddings + Streamlit + Pinecone Vector Database - part 2In the previous post, I covered the basic idea of what I was trying to achieve. It's a short read and contains the context backing this article. However, here is a quick recap: I'm using OpenAI to generate text, generate embeddings of that text, and ...Discussstreamlit
Kam Chehresakamc.hashnode.dev·Feb 11, 2024OpenAI Text Embeddings + Streamlit + Pinecone Vector DatabaseWhat we're looking at The idea was to use OpenAI text embeddings, Pinecone, and Streamlit to play around with an idea I had to prototype around an idea to help me learn new things by using a hands-on approach. Some time back I started working on a we...Discuss·10 likes·44 readsopenai-embedding
Vinayak GavariyaforSadhaka.AIsadhaka-ai.hashnode.dev·Feb 5, 2024The Future of Data is Here: Demystifying Vector Databases for Modern NeedsIntroduction Hey there! this is my first time writing a technical blog on Hashnode, and I'm excited to share what I've been exploring lately. Just a few days ago, I started looking into something called vector databases. It brought back memories of h...Discuss·7 likes·243 readsvector database
Andrea AmorosiforServerless TypeScriptserverlesstypescript.com·Feb 2, 2024Pinecone x Hashnode: add semantic search to your Hashnode blog postsTeam members Andrea Amorosi (Hashnode | Twitter | GitHub) Pascal Vogel (Hashnode | Twitter) Overview Made popular together with large language models (LLMs), semantic search has proven to be a powerful new approach for providing relevant search r...Discuss·27 likes·262 readsAPIHackathon
Priyapeeplika.hashnode.dev·Jan 11, 2024RAG model for a QA bot-I made this following a blog post https://replit.com/@nhegday/RAG-From-Scratch , Here is what I learnt -RAG refers to Retrieval Augmented Generation , it is a fine-tuning technique used to enhance and personalize the responses of an LLM. I used Opena...DiscussRAG
