vector-similarity-search

There are 1 repository under vector-similarity-search topic.

nitaiaharoni1 / vector-storage
Vector Storage is a vector database that enables semantic similarity searches on text documents in the browser's local storage. It uses OpenAI embeddings to convert documents into vectors and allows searching for similar documents based on cosine similarity.
cosine-similarity embedding-vectors javascript local-storage localstorage lru-cache npm open-source openai semantic-search semantic-similarity typescript vector-database vector-db vector-search vector-similarity vector-similarity-database vector-similarity-search
Language:TypeScript 201
VQLite / VQLite
VQLite - Simple and Lightweight Vector Search Engine based on Google ScaNN
approximate-nearest-neighbor-search nearest-neighbor-search similarity-search vector-database vector-search vector-search-engine embedding-search embedding-similarity embedding embedding-database vector vector-similarity vector-similarity-database vector-similarity-search vector-similarity-search-engine
Language:Go 84
TileDB-Inc / TileDB-Vector-Search
Cloud-native vector similarity search and storage with efficient, serverless scale-out
approximate-nearest-neighbor-search embedding-database information-retrieval nearest-neighbor-search python-package tensor-database vector-database vector-search vector-similarity-search
Language:Jupyter Notebook 53
itsPreto / VECTR8
Embed anything.
embeddings llms vector-database vector-database-embedding vector-similarity-search
Language:JavaScript 29
serp-ai / V3CTRON-vector-database-embedding-neural-search-retrieval-chatgpt-plugin
V3CTRON | Vector Embeddings Data Retrieval | ChatGPT Plugin
chatgpt-plugins chatgpt-retrieval vector-database-search v3ctron neural-search neural-search-engine vector-embeddings vector-database-embedding semantic-search semantic-search-engine vector-embedding-database vector-search vector-search-engine vector-similarity vector-similarity-database vector-similarity-search vector-similarity-search-engine
Language:Python 22
uezo / vsslite
A vector similarity search engine for humans🥳
chatgpt chromadb langchain sqlite vector-search vector-similarity-search
Language:Python 17
whenever5225 / MUST
An Effective and Scalable Framework for Multimodal Search with Target Modality
approximate-nearest-neighbor-search embedding-vectors high-dimensional-vectors multimodal-search vector-similarity-search
Language:C++ 8
pointable-ai / starpoint-sdk
Client SDK for starpoint.ai
python rust sql typescript document-retrieval embeddings llms database embedding-database generative-ai vector-database vector-similarity-search
Language:Python 6
arisrayelyan / embed-pg
Scalable API extension for advanced vector database functions. Enhance machine learning, search, and analytics applications with an API that supports efficient embedding storage and similarity searches.
embeddings machine-learning pgvector similarity-search vector-database vector-database-embedding vector-similarity-search
Language:TypeScript 1
hussainzs / chat-with-pennsieve
Research project to enable natural language interaction with Pennsieve medical database.
api langchain-python milvus neo4j-graph openai retrieval-augmented-generation graph-schema indexing-algorithms vector-database vector-similarity-search
Language:Python 1
koseemre / pgvector-benchmark
Comparison of IVFFlat and HNSW Algorithms
hnsw ivfflat machine-learning pgvector postgresql vector-similarity-search
Language:Python 1
mar1boroman / ExpenseFlow
Utilizing Redis Vector Similarity Search, this demo project streamlines expense categorization from bank transactions. The approach harnesses pre-trained models, sidestepping the need for finetuning. This ensures efficient, accurate expense categorization without complex model adjustments
openai redis redis-vector-search redisearch redisvl vector-database vector-similarity-search
Language:Python 0
hussainzs / Penn-Course-Information-System
Penn Course Information System is designed to provide students with a comprehensive tool to navigate and explore the courses offered at the University of Pennsylvania. It offers several features to simplify the course selection process and help students make informed decisions.
gui-application java json jsoup regex vector-similarity-search webscraping
Language:Java
redis-developer / docai_pipeline
Invoice de-duplication via Azure Form Recognition, OpenAI, Apache Airflow and Redis Enterprise VSS
apache-airflow azure-form-recognizer kubernetes openai python redis vector-similarity-search
Language:Python