Akshat Jainautonomics.hashnode.dev·Sep 15, 2023Understanding Knowledge Embeddings in SuperAGIThe quality of output generated by AI agents is limited by LLM constraints such as information cutoff & lack of quality data for niche tasks, which can fail to deliver context-rich, domain-specific outputs. However, by integrating knowledge embedding...Discussembedding
Hariprasad Allurulearnfromhariprasad.hashnode.dev·Sep 6, 2023Start your LLMs journey with EmbeddingToday we are gonna see simple yet important topic in Machine Learning especially in Natural Language Processing world. In my last Post I told I will talk about this so here we go.. After this post from the next time you see the word "Embedding", yo...Discuss·1 likeembedding
Diwakardiwakarkashyap.hashnode.dev·Aug 29, 2023Interfaces and Embedding in Golang (Go)1. Interfaces in Go: 1.1. What are Interfaces? In Go, an interface is a type that specifies a set of method signatures. When a concrete type provides definitions for all the methods in an interface, it is said to implement the interface. 1.2. Definin...Discuss·10 likes·27 readsGo Language
Rohinish Singhrohinish.hashnode.dev·Aug 20, 2023Generating Word Embeddings using BERTGenerating Word embeddings is one of the techniques in Natural Language Processing (NLP) where the words are converted into vectors of real numbers to feed them into models built for custom tasks as input features. Word embeddings can capture the con...Discuss·11 likes·30 readsBERT
Pradip NichiteforFutureSmart AI Blogblog.futuresmart.ai·Jun 26, 2023Using Langchain and Open Source Vector DB Chroma for Semantic Search with OpenAI's LLM1. Introduction In the world of AI-native applications, Chroma DB and Langchain have made significant strides. Chroma DB is an open-source embedding (vector) database, designed to provide efficient, scalable, and flexible ways to store and search emb...Shyam Krishnan and 3 others are discussing this4 people are discussing thisDiscuss·8 likes·18.6K readschromadb
Subhadeep ChoudhuryforFutureSmart AI Blogblog.futuresmart.ai·May 8, 2023YouTube Q&A Chatbot with OpenAI Whisper, Embeddings, ChatGPT & PineconeIntroduction In today's world, chatbots have become an essential tool for businesses to interact with their customers. With the advancements in Natural Language Processing (NLP) technology, chatbots are becoming smarter and more efficient. OpenAI, a ...Discuss·13 likes·2.3K readsopenai
Preeti samuelkamilapreetisamuel.hashnode.dev·May 5, 2023Embedding and ReferencingIn MongoDB, you can store related data either by embedding or referencing it. Embedding means you can store the subdocuments directly within the main document. This is useful when the embedded data is relatively small and not frequently accessed. Thi...Discuss·26 readsreferencing
Subhadeep ChoudhuryforFutureSmart AI Blogblog.futuresmart.ai·Apr 27, 2023Harnessing OpenAI Embeddings for Advanced NLP: Text Similarity, Semantic Search, and ClusteringIntroduction OpenAI has made waves online with its innovative embedding and transcription models, leading to breakthroughs in NLP and speech recognition. These models enhance accuracy, efficiency, and flexibility while speeding up transcription servi...Discuss·9 likes·4.7K readsopenai
