neural-search

There are 20 repositories under neural-search topic.

jina
jina-ai / jina
☁️ Build multimodal AI applications with cloud-native stack
cloud-native cncf deep-learning docker fastapi framework generative-ai grpc jaeger kubernetes llmops machine-learning microservice mlops multimodal neural-search opentelemetry orchestration pipeline prometheus
Language:Python 20513
qdrant
qdrant / qdrant
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
approximate-nearest-neighbor-search embeddings-similarity hacktoberfest hnsw image-search knn-algorithm machine-learning matching mlops nearest-neighbor-search neural-network neural-search recommender-system search search-engine search-engines similarity-search vector-database vector-search vector-search-engine
Language:Rust 18754
clip-as-service
jina-ai / clip-as-service
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
bert bert-as-service clip-as-service clip-model cross-modal-retrieval cross-modality deep-learning image2vec multi-modality neural-search onnx openai pytorch sentence-encoding sentence2vec
Language:Python 12273
PaddleNLP
PaddlePaddle / PaddleNLP
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
bert compression distributed-training document-intelligence embedding ernie information-extraction llama llm neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis transformers uie
Language:Python 11721
weaviate
weaviate / weaviate
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
approximate-nearest-neighbor-search generative-search grpc hnsw hybrid-search image-search information-retrieval mlops nearest-neighbor-search neural-search recommender-system search-engine semantic-search semantic-search-engine similarity-search vector-database vector-search vector-search-engine vectors weaviate
Language:Go 10182
txtai
neuml / txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
python search machine-learning nlp semantic-search neural-search vector-search txtai llm vector-database language-model transformers sentence-embeddings large-language-models information-retrieval search-engine vector-search-engine embeddings retrieval-augmented-generation rag
Language:Python 7409
docarray
docarray / docarray
Represent, send, store and search multimodal data
cross-modal data-structures dataclass deep-learning docarray elasticsearch fastapi machine-learning multi-modal multimodal nearest-neighbor-search nested-data neural-search protobuf pydantic pytorch qdrant semantic-search weaviate
Language:Python 2838
dalle-flow
jina-ai / dalle-flow
🌊 A Human-in-the-Loop workflow for creating HD images from text
dalle generative-art human-in-the-loop jina neural-search openai swinir dalle-mega dalle-mini glid3
Language:Python 2826
embeddings-benchmark / mteb
MTEB: Massive Text Embedding Benchmark
benchmark bitext-mining clustering information-retrieval multilingual-nlp neural-search reranking retrieval sbert semantic-search sentence-transformers sgpt sts text-classification text-embedding
Language:Python 1616
finetuner
jina-ai / finetuner
:dart: Task-oriented embedding tuning for BERT, CLIP, etc.
fine-tuning pretrained-models few-shot-learning negative-sampling metric-learning siamese-network triplet-loss transfer-learning jina neural-search finetuning similarity-learning bert openai-clip
Language:Python 1449
refinery
code-kern-ai / refinery
The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
active-learning annotations artificial-intelligence data-centric-ai data-labeling data-science deep-learning human-in-the-loop labeling labeling-tool machine-learning natural-language-processing neural-search nlp python spacy supervised-learning text-annotation text-classification transformers
Language:Python 1377
epsilla-cloud / vectordb
Epsilla is a high performance Vector Database Management System. Try out hosted Epsilla at https://cloud.epsilla.com/
ai infrastructure llms chatgpt data data-science database embeddings machine-learning rag retrieval vector-database embeddings-similarity neural-network neural-search search-engine vector-search
Language:C++ 880
Muennighoff / sgpt
SGPT: GPT Sentence Embeddings for Semantic Search
gpt information-retrieval language-model large-language-models retrieval semantic-search sentence-embeddings text-embedding neural-search sgpt
Language:Jupyter Notebook 823
primeqa / primeqa
The prime repository for state-of-the-art Multilingual Question Answering research and development.
ibm ibm-research-ai machine-learning natural-language-processing nlp python pytorch question-answering ai dpr language-model neural-search semantic-search transfer-learning bert neural-information-retrieval squad
Language:Python 712
lantern
lanterndata / lantern
PostgreSQL vector database extension for building AI applications
ai vector database postgres postgresql embeddings machine-learning open-source data-science ycombinator ann approximate-nearest-neighbor-search nearest-neighbor-search hnsw image-search knn mlops neural-search search
Language:C 689
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 501
examples
jina-ai / examples
Jina examples and demos to help you get started
jina examples tutorials onboarding neural-search python deep-learning semantic-search nlp
Language:Python 452
aquila
Aquila-Network / aquila
An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
feature-vectors similarity-search knn-search information-retrieval neural-information-retrieval vector-database approximate-nearest-neighbor-search search-engine nearest-neighbor-search embedding similarity-searches video-search image-search aquila retrieval faiss neural-search information-retrieval-engine
Language:HTML 377
alexklibisz / elastiknn
Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.
nearest-neighbor-search locality-sensitive-hashing elasticsearch elasticsearch-plugin similarity-search lucene embeddings semantic-search neural-search
Language:Scala 358
raphaelsty / neural-cherche
Neural Search
google language-model neural-search semantic-search sparseembed splade transformers colbert stanford
Language:Python 318
raphaelsty / cherche
Neural Search
neural-search search searching neural-networks bm25 flashtext retrieval reader question-answering nlp information-retrieval natural-language-processing semantic-search vector-search machine-learning
Language:Python 317
jinabox.js
jina-ai / jinabox.js
A lightweight, customizable omnibox in Javascript, for use with a Jina backend.
omnibox searchbar javascript jina neural-search frontend audio video
Language:JavaScript 219
annlite
jina-ai / annlite
⚡ A fast embedded library for approximate nearest neighbor search
information-retrieval approximate-nearest-neighbor-search hnsw neural-search product-quantization cython image-search vector-quantization vector-search
Language:Python 216
OpenMatch / OpenMatch
An Open-Source Package for Information Retrieval
information-retrieval open-domain-question-answering neural-search
Language:Python 141
rom1504 / awesome-semantic-search
Semantic search with embeddings: index anything
semantic-search neural-search embeddings knn search-engines recommendation-systems
132
dashboard
jina-ai / dashboard
Interactive UI for analyzing Jina logs, designing Flows and viewing Hub images
jina neural-search dashboard flowchart jina-search jina-hub containerization reactjs hub log-streaming registry
Language:TypeScript 117
jina-hub
jina-ai / jina-hub
An open-registry for hosting Jina executors via container images
jina neural-search jina-hub containerization marketplace neural-network deep-learning machine-learning cloud-native microservice
Language:Python 104
lhr0909 / lipstick-db
聪明的AI口红数据库 Smart AI Lipstick Database 💄
database jina lipstick neural-search python
Language:Jupyter Notebook 80
weaviate / typescript-client
Official Weaviate TypeScript Client
generative-search image-search neural-search search-engine semantic-search typescript vector-database vector-search weaviate
Language:TypeScript 57
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 51
infrawhispers / anansi
open source tooling for AI search and understanding
ai embeddings large-language-models llms machine-learning ml rust rust-lang webassembly neural-networks neural-search semantic-search
Language:Rust 48
jina-ai / example-multimodal-fashion-search
Input text or image, get back matching image fashion results, using Jina, DocArray, and CLIP
neural-search computer-vision deep-learning python nlp
Language:Python 45
ganochenkodg / qdrant-operator
Kubernetes operator for Qdrant
kubernetes neural-search operator search-engine vector-database database neural-network similarity-search rag question-answering
Language:JavaScript 40
jina-ai / docs
Jina V1 Official Documentation. For the latest one, please check out https://docs.jina.ai
jina neural-search jina-search docs sphinx-doc doc-star
Language:HTML 35
Aquila-Network / awesome-aquila-network
Everyting you need to know about Aquila Network Neural Search Ecosystem. Official repositories, client libraries, ecosystem projects, boilerplate, tutorials, learning and more..
awesome awesome-list aquila-network neural-search vector-search-engine personal-search
32
vectara / react-search
UI widget for adding semantic search to your React UI in just a few lines of code
neural-search search semantic-search
Language:TypeScript 29