embedding-similarity

There are 2 repositories under embedding-similarity topic.

milvus
milvus-io / milvus
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
anns cloud-native diskann distributed embedding-database embedding-similarity embedding-store faiss golang hnsw image-search llm nearest-neighbor-search rag vector-database vector-search vector-similarity vector-store
Language:Go 38328
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 1030
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 632
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
318
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 92
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 langgraph langgraph-python
Language:Python 88
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 60
BirchKwok / lynsedb
A pure Python-implemented, lightweight, server-optional, multi-end compatible, vector database deployable locally or remotely.
vector-database vector-search database llm-chain pure-python nlp rag vectordb approximate-nearest-neighbor-search embedding-similarity image-search knn-algorithm matching nearest-neighbor-search neural-search recommender-system search search-engine similarity-search
Language:Python 39
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.
cottontail-db cottontaildb database embedding-similarity knearest-neighbours-lookup multimedia multimedia-retrieval retrieval similarity-search vector-database vector-search-engine vector-space-retrieval
Language:Kotlin 38
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 24
struct-chat / embedding
Vector Embedding Server in under 100 lines of code
docker embedding-similarity embedding-vectors python3 vector-similarity semantic-search
Language:Python 22
shotit
shotit / shotit
Shotit is a screenshot-to-video search engine tailored for TV & Film, blazing-fast and compute-efficient.
anns 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 javascript nodejs milvus vector-database
19
Sinapsis-AI / sinapsis-retina-face-trt
Sinapsis repo with templates for face detection, face recognition and face verification
embedding-similarity face-detection face-recognition facenet retinaface tensorrt tensorrt-inference
Language:Python 10
octa0521 / 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 embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search milvus vector-database
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 4
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 4
shotit / shotit-frontend
The frontend of shotit, with full documentation.
anns approximate-nearest-neighbor-search embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search milvus vector-database
Language:MDX 2
shotit / shotit-media
Media broker for serving video preview for shotit
approximate-nearest-neighbor-search image-search javascript nearest-neighbor-search nodejs search search-engine vector video video-search visual-search anns embedding-similarity faiss liresolr vector-search vector-similarity milvus vector-database
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
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 1
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 embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search milvus vector-database
1
Scintirete / Scintirete
Scintirete 是一款基于 HNSW 算法实现的、嵌入式友好的、面向生产的向量数据库。Scintirete is a lightweight, embedded device friendly, production-ready vector database built on the HNSW algorithm.
embedding-database embedding-similarity embedding-store golang hnsw image-search llm nearest-neighbor-search rag vector-database vector-search vector-similarity vector-store embedded
Language:Go 0
sidmohan0 / codexify-api
FastAPI semantic search + custom entity detection platform.
embedding-similarity embeddings entity-detection llama3 llamacpp-python named-entity-recognition semantic-search
Language:Python 0
giobbu / fasty-recommend
As fast as you recommend
embedding-similarity fastapi recommender-system
Language:Python
luckercs / multimodal-search
Multimodal search, supports searching for images through text and images
embedding-similarity image-search multimodal
Language:Go