embedding-similarity

There are 2 repositories under embedding-similarity topic.

milvus
milvus-io / milvus
A cloud-native vector database, storage for next generation AI applications
anns nearest-neighbor-search faiss vector-search image-search hnsw vector-database embedding-database embedding-store vector-store vector-similarity embedding-similarity tensor-database distributed golang llm cloud-native
Language:Go 26791
Dicklesworthstone / swiss_army_llama
A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.
embedding-similarity embedding-vectors embeddings llama2 llamacpp semantic-search
Language:Python 867
vectordb
jina-ai / vectordb
A Python vector database you just need - no more, no less.
embedding-similarity neural-search sentence-embeddings vector-database vector-database-embedding vector-search
Language:Python 461
dangkhoasdc / awesome-vector-database
A curated list of awesome works related to high dimensional structure/vector search & database
search-engine vector-database vector-search nearest-neighbor-search approximate-nearest-neighbor-search embedding-similarity similarity-search vector-search-engine embeddings-similarity
131
shamspias / langchain-chat
langchain-chat is an AI-driven Q&A system that leverages OpenAI's GPT-4 model and FAISS for efficient document indexing. It loads and splits documents from websites or PDFs, remembers conversations, and provides accurate, context-aware answers based on the indexed data. Easy to set up and extend.
chatbot chatbots langchain langchain-python embedding-models embedding-python embedding-similarity embedding-vectors faiss faiss-backend embedding-model vector-database gpt-3 gpt-35-turbo gpt-4 gpt-j pinecone langchain-expression-language
Language:Python 81
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 69
ElmiraGhorbani / chatgpt-long-term-memory
The ChatGPT Long Term Memory package is a powerful tool designed to empower your projects with the ability to handle a large number of simultaneous users and external sources.
chatbot chatgpt chatgpt-api gpt-3 openai context llama-index memory datastore redis long-term-memory similarity-search text-retrieval text-summarization embedding-similarity embeddings vector gpt-35-turbo python tiktoken
Language:Python 52
cottontaildb
vitrivr / cottontaildb
Cottontail DB is a column store vector database aimed at multimedia retrieval. It allows for classical boolean as well as vector-space retrieval (nearest neighbour search) used in similarity search using a unified data and query model.
multimedia retrieval database multimedia-retrieval cottontail-db vector-space-retrieval knearest-neighbours-lookup cottontaildb embedding-similarity similarity-search vector-database vector-search-engine
Language:Kotlin 34
struct-chat / embedding
Vector Embedding Server in under 100 lines of code
docker embedding-similarity embedding-vectors python3 vector-similarity semantic-search
Language:Python 19
ericmillsio / whiplash
Serverless, lightweight, and fast vector database on top of DynamoDB
approximate-nearest-neighbor-search embedding-similarity information-retrieval knn-algorithm lsh nearest-neighbor-search recommender-system search search-engine semantic-search semantic-search-engine similarity-search vector-database vector-search vector-search-engine serverless-architectures serverless-framework
Language:Python 18
shotit
shotit / shotit
Shotit is a screenshot-to-video search engine tailored for TV & Film, blazing-fast and compute-efficient.
anns distributed embedding-similarity faiss image-search nearest-neighbor-search screenshot search search-engine vector vector-search vector-similarity video video-search visual-search liresolr approximate-nearest-neighbor-search node javascript nodejs
14
Seven-33 / langchain-chat
langchain-chat is an AI-driven Q&A system that leverages OpenAI's GPT-4 model and FAISS for efficient document indexing. It loads and splits documents from websites or PDFs, remembers conversations, and provides accurate, context-aware answers based on the indexed data. Easy to set up and extend.
chatbot chatbots embedding-models embedding-python embedding-model embedding-similarity faiss faiss-backend gpt-3 gpt-4 gpt-j gpt35turbo langchain language-python pinecone
Language:Python 5
shotit / shotit-api
The ultimate brain of Shotit, in charge of task coordination.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search
Language:JavaScript 5
joelwk / content-unaware-segmentation
Unsupervised Video Summarization via Successor Embeddings
computer-vision embedding-similarity segmentation similarity-learning unsupervised-learning
Language:Jupyter Notebook 3
shotit / shotit-worker
Four core workers of shotit: watcher, hasher, loader and searcher.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search
Language:JavaScript 3
shotit / shotit-frontend
The frontend of shotit, with full documentation.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search
Language:MDX 2
shotit / shotit-media
Media broker for serving video preview for shotit
approximate-nearest-neighbor-search distributed image-search javascript nearest-neighbor-search node nodejs search search-engine vector video video-search visual-search anns embedding-similarity faiss liresolr vector-search vector-similarity
Language:JavaScript 2
shotit / shotit-meta-service
Provide meta information and utility for shotit, for example, image proxy, cast and poster etc.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search
Language:JavaScript 2
shotit / shotit-sorter
Sort the search results of Shotit to increase the correctness of Top1 result by using Keras and Faiss.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search keras liresolr nearest-neighbor-search python screenshot search search-engine tensorflow vector vector-search vector-similarity video video-search visual-search
Language:Python 2
Netruk44 / repo-search
Search for code by what it does in natural language, using machine learning embeddings.
openai-api search huggingface-datasets sentence-similarity embedding-similarity embeddings
Language:Python 1
shotit / .github
The README profile of Shotit.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search
1
ekshaks / langchoice
"if-then-else" over topics made up of free-form sentences. Build conversations, not LLM chains!
conversational-agents conversational-ai conversational-bots embedding-similarity flowchart gpt if-then-else large-language-models switch-case vector-database
Language:Python 0