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GitHub Repo https://github.com/playwithllm/store

playwithllm/store

A RAG-driven image product search that showcases MERN, Milvus for vector indexing, Transformers, and a local Ollama Gemma LLM. Explore integrated embeddings, store vectors in Milvus, and manipulate queries with advanced language understanding.
StackOverflow https://stackoverflow.com/questions/23921014/a-dot-product-of-predetermined-value-with-an-arbitrary-vector

A dot product of predetermined value with an arbitrary vector

Tags: matrix, vector, product
StackOverflow https://stackoverflow.com/questions/79754543/typeorm-not-supports-vector-type-directly-for-hybrid-search-using-postgresql

typeorm not supports 'vector' type directly for hybrid search using postgresql

Tags: node.js-typeorm, pgvector, hybrid-search
GitHub Repo https://github.com/MurtazaAbidi/Vector-Space-Model

MurtazaAbidi/Vector-Space-Model

The query processing of VSM is quite tricky, you need of optimize every aspect of computation. The high-dimensional vector product and similarity values of query (q) and documents (d) need to optimized.
StackOverflow https://stackoverflow.com/questions/32542025/are-there-different-types-of-queries

Are there different types of queries?

Tags: database
StackOverflow https://stackoverflow.com/questions/70927432/vector-embeddings-to-mimic-a-ranking-algorithm

Vector embeddings to mimic a ranking algorithm

Tags: word2vec, ranking, embedding, word-embedding, mds
GitHub Repo https://github.com/digitaldreams/VectorCart

digitaldreams/VectorCart

An experimental e-commerce platform built on Symfony AI components, using PostgreSQL pgvector for semantic product search and AI agents to handle recommendations, queries, and store interactions.
GitHub Repo https://github.com/kevin-gatimu/products-api-cosmosdb-typescript-vector-search

kevin-gatimu/products-api-cosmosdb-typescript-vector-search

In this guide, we will build a Products API using Express and TypeScript, and integrate Azure Cosmos DB (with vector search capabilities) for managing product data. We'll also implement vector search, enabling us to query items based on vector similarity.
GitHub Repo https://github.com/felixmaximilian/mips

felixmaximilian/mips

Scala implementation of a Branch and Bound Balltree algorithm to find points in vector space that have largest inner product to a given query (maximum inner product search).
StackOverflow https://stackoverflow.com/questions/78722118/sql-dot-product-function-not-recognized-possibly-type-casting-error

SQL DOT_PRODUCT function not recognized (possibly type casting error?)

Tags: sql, postgresql, dot-product
GitHub Repo https://github.com/belayethossain7/django-vector-search-pinecone

belayethossain7/django-vector-search-pinecone

A Django web app that integrates Pinecone vector database for semantic search. It uses product embeddings to enable intelligent search functionality based on user queries, powered by Sentence-Transformers.
GitHub Repo https://github.com/chandann23/ProductFiletrs

chandann23/ProductFiletrs

Project to learn tanstack query , zod , vector database
StackOverflow https://stackoverflow.com/questions/1947805/kd-trees-and-missing-values-vector-comparison

KD-Trees and missing values (vector comparison)

Tags: database, performance, algorithm, math, vector
GitHub Repo https://github.com/tanmay17061/llm-product-search

tanmay17061/llm-product-search

Utilize LLM vectorizer, vector database and LLM summarizer to retrieve most relevant products to a user query.
GitHub Repo https://github.com/ellipsion/semantic-vector-search

ellipsion/semantic-vector-search

A hybrid product search in Next.js using semantic vector querying.
GitHub Repo https://github.com/AbhishekGY/vector_database

AbhishekGY/vector_database

Building a vector database from scratch in pure Python that supports: inserting vectors, quantizing them with Product Quantization, persisting the index to disk, and querying for approximate nearest neighbours via a simple API. No FAISS. No Pinecone.
StackOverflow https://stackoverflow.com/questions/76360247/vector-search-in-aws

Vector Search in AWS

Tags: amazon-web-services, vectorization, vector-search
StackOverflow https://stackoverflow.com/questions/1335906/is-a-relational-database-well-suited-for-vector-calculations

Is a relational database well suited for vector calculations?

Tags: sql, optimization, math, vector
StackOverflow https://stackoverflow.com/questions/28380138/sparse-vector-dot-product-with-mongo-aggregate

Sparse vector dot product with mongo aggregate

Tags: mongodb, cosine-similarity
StackOverflow https://stackoverflow.com/questions/77522104/dense-vector-search-with-solr-9-4-incorrect-dot-product-and-cosine-values-retu

Dense Vector Search with Solr 9.4 - Incorrect dot product and cosine values returned by the knn search

Tags: solr, lucene, cosine-similarity, dot-product