Topic: semantic-search Goto Github

Some thing interesting about semantic-search

👇 Here are 429 public repositories matching this topic...

agrover112 / awesome-semantic-search

semantic-search,A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.

semantic-similarity semantic-search awesome-list awesome information-retrival information-retrieval sentence-embeddings ranking nlp hacktoberfest

alexklibisz / elastiknn

semantic-search,Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

User: alexklibisz

Home Page: https://alexklibisz.github.io/elastiknn

nearest-neighbor-search locality-sensitive-hashing elasticsearch elasticsearch-plugin similarity-search lucene embeddings semantic-search neural-search

aws-samples / aws-genai-llm-chatbot

semantic-search,A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere) using AWS CDK on AWS

Organization: aws-samples

Home Page: https://aws-samples.github.io/aws-genai-llm-chatbot/

cdk chatbot genai huggingface llm sagemaker semantic-search vectordb aurora pgvector

ddangelov / top2vec

semantic-search,Top2Vec learns jointly embedded topic, document and word vectors.

User: ddangelov

topic-modeling word-embeddings document-embedding topic-vector topic-search text-search text-semantic-similarity topic-modelling semantic-search bert

semantic-search,:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

Organization: deepset-ai

Home Page: https://haystack.deepset.ai

nlp question-answering bert language-model pytorch semantic-search squad information-retrieval summarization transformers

deepset-ai / haystack-tutorials

semantic-search,Here you can find all the Tutorials for Haystack 📓

Organization: deepset-ai

Home Page: https://haystack.deepset.ai/tutorials

haystack nlp semantic-search tutorials generative-qa llm text-generation

dicetechjobs / conceptualsearch

semantic-search,Train a Word2Vec model or LSA model, and Implement Conceptual Search\Semantic Search in Solr\Lucene - Simon Hughes Dice.com, Dice Tech Jobs

Organization: dicetechjobs

Home Page: http://www.dice.com

solr word2vec-model search-engine conceptual-search semantic-search python information-retrieval synonyms synonym-files

dicklesworthstone / swiss_army_llama

semantic-search,A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

User: dicklesworthstone

embedding-similarity embedding-vectors embeddings llama2 llamacpp semantic-search

docarray / docarray

semantic-search,Represent, send, store and search multimodal data

Organization: docarray

Home Page: https://docs.docarray.org/

docarray data-structures multimodal cross-modal neural-search deep-learning nested-data qdrant weaviate nearest-neighbor-search

embeddings-benchmark / mteb

semantic-search,MTEB: Massive Text Embedding Benchmark

Organization: embeddings-benchmark

Home Page: https://arxiv.org/abs/2210.07316

benchmark clustering information-retrieval sentence-transformers sts text-embedding retrieval neural-search semantic-search sbert

filipecalegario / awesome-generative-ai

semantic-search,A curated list of Generative AI tools, works, models, and references

User: filipecalegario

awesome-list awesome dall-e dalle2 midjourney prompt-engineering ai-art txt2img text-to-image generative-ai

freedmand / semantra

semantic-search,Multi-tool for semantic search

User: freedmand

cli machine-learning semantic-search

frutik / awesome-search

semantic-search,Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness

User: frutik

search search-engine spelling-correction suggestions ecommerce-search relevant-search synonyms natural-language-processing query-understanding autocomplete-suggestions

gmpetrov / databerry

semantic-search,The no-code platform for building custom LLM Agents

User: gmpetrov

Home Page: https://chaindesk.ai

ai chatgpt llm no-code openai qdrant semantic-search typescript chatbot aichatbot

gnes-ai / gnes

semantic-search,GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.

Organization: gnes-ai

Home Page: https://gnes.ai

cloud-native computer-vision database deep-learning distributed-systems dnn docker-swarm elasticsearch gnes grpc machine-learning microservices neural-network nlp python pytorch search-engine semantic-search tensorflow video-processing

hamelsmu / code_search

semantic-search,Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

User: hamelsmu

Home Page: https://medium.com/@hamelhusain/semantic-code-search-3cd6d244a39c

machine-learning nlp deep-learning tensorflow keras python pytorch fastai search-algorithm semantic-search

hayabhay / frogbase

semantic-search,Transform audio-visual content into navigable knowledge.

User: hayabhay

Home Page: https://frogbase.dev

embeddings package python search semantic-search speech-to-text streamlit ui

hellisotherpeople / cx_db8

semantic-search,a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)

User: hellisotherpeople

Home Page: https://huggingface.co/spaces/Hellisotherpeople/Unsupervised_Extractive_Summarization

universal-sentence-encoder summarizer summarization extractive-summarization token-level-summarization semantic-summarization contextual-summarization debate-evidence flair python

intellabs / fastrag

semantic-search,Efficient Retrieval Augmentation and Generation Framework

Organization: intellabs

nlp benchmark colbert information-retrieval semantic-search sentence-transformers summarization transformers diffusion knowledge-graph

jina-ai / examples

semantic-search,Jina examples and demos to help you get started

Organization: jina-ai

Home Page: https://docs.jina.ai

jina examples tutorials onboarding neural-search python deep-learning semantic-search nlp

johngiorgi / declutr

semantic-search,The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

User: johngiorgi

Home Page: https://aclanthology.org/2021.acl-long.72/

contrastive-learning natural-language-processing allennlp pytorch transformers representation-learning sentence-embeddings sentence-similarity semantic-search semantic-text-similarity

khoj-ai / khoj

semantic-search,Your AI second brain. A copilot to get answers to your questions, whether they be from your own notes or from the internet. Use powerful, online (e.g gpt4) or private, local (e.g mistral) LLMs. Self-host locally or use our web app. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp.

Organization: khoj-ai

Home Page: https://khoj.dev

semantic-search org-mode emacs markdown obsidian-md chat chatgpt ai llm productivity

koursaros-ai / nboost

semantic-search,NBoost is a scalable, search-api-boosting platform for deploying transformer models to improve the relevance of search results on different platforms (i.e. Elasticsearch)

Organization: koursaros-ai

cloud deep-learning docker elasticsearch helm kubernetes machine-learning microservices nboost nlp proxy python pytorch search-api search-engine semantic-search tensorflow

lancedb / lancedb

semantic-search,Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

Organization: lancedb

Home Page: https://lancedb.github.io/lancedb/

approximate-nearest-neighbor-search image-search nearest-neighbor-search recommender-system search-engine semantic-search similarity-search vector-database

llmware-ai / llmware

semantic-search,Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

Organization: llmware-ai

Home Page: https://llmware-ai.github.io/llmware/

ai bert embedding-vectors embeddings faiss generative-ai information-retrieval large-language-models machine-learning milvus

marqo-ai / marqo

semantic-search,Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

Organization: marqo-ai

Home Page: https://www.marqo.ai/

deep-learning information-retrieval machinelearning vector-search tensor-search clip multi-modal search-engine transformers vision-language

maxent-ai / ocrpy

semantic-search,OCR, Archive, Index and Search: Implementation agnostic OCR framework.

Organization: maxent-ai

Home Page: https://maxentlabs.com/ocrpy

aws azure cv google-vision-api information-retrieval nlp ocr ocr-python semantic-search tesseract-ocr

mazzzystar / queryable

semantic-search,Run OpenAI's CLIP model on iOS to search photos.

User: mazzzystar

Home Page: https://queryable.app

ios photos search swiftui clip-model semantic-search mobile natural-language-image-search

microsoft / generative-ai-for-beginners

semantic-search,18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Organization: microsoft

Home Page: https://microsoft.github.io/generative-ai-for-beginners/

ai chatgpt dall-e generativeai gpt azure generative-ai llms openai prompt-engineering

microsoft / kernel-memory

semantic-search,Index and query any data using LLM and natural language, tracking sources and showing citations.

Organization: microsoft

Home Page: https://microsoft.github.io/kernel-memory

indexing llm memory rag semantic-search

mindsdb / mindsdb

semantic-search,The platform for customizing AI from enterprise data

Organization: mindsdb

Home Page: https://mindsdb.com

ml artificial-intelligence hacktoberfest mysql huggingface llm ai mongodb postgres timeseries

model-zoo / shift-ctrl-f

semantic-search,🔎 Search the information available on a webpage using natural language instead of an exact string match.

Organization: model-zoo

Home Page: https://modelzoo.dev

bert chrome-extension natural-language question-answering semantic-search tensorflow tensorflowjs unpacked-extension

muennighoff / sgpt

semantic-search,SGPT: GPT Sentence Embeddings for Semantic Search

User: muennighoff

Home Page: https://arxiv.org/abs/2202.08904

gpt information-retrieval language-model large-language-models retrieval semantic-search sentence-embeddings text-embedding neural-search sgpt

neuml / txtai

semantic-search,💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

Organization: neuml

Home Page: https://neuml.github.io/txtai

python search machine-learning nlp semantic-search neural-search vector-search txtai llm vector-database

notjoemartinez / yt-fts

semantic-search,YouTube Full Text Search - Search all of a YouTube channel from the command line

User: notjoemartinez

chromadb full-text-search semantic-search youtube sqlite click

pinecone-io / examples

semantic-search,Jupyter Notebooks to help you get hands-on with Pinecone vector databases

Organization: pinecone-io

ai jupyter-notebook llm python semantic-search vector-database

primeqa / primeqa

semantic-search,The prime repository for state-of-the-art Multilingual Question Answering research and development.

Organization: primeqa

Home Page: https://primeqa.github.io/primeqa

ibm ibm-research-ai machine-learning natural-language-processing nlp python pytorch question-answering ai dpr

prithivirajdamodaran / flashrank

semantic-search,Ultra-lite & Super-fast re-ranking for your search & retrieval pipelines. Based on SoTA models like cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

User: prithivirajdamodaran

cross-encoder full-text-search hybrid-search lexical-search rag ranking reranking retrieval-augmented-generation semantic-search vector-database

raphaelsty / cherche

semantic-search,Neural Search

User: raphaelsty

neural-search search searching neural-networks bm25 flashtext retrieval reader question-answering nlp

raphaelsty / neural-cherche

semantic-search,Neural Search

User: raphaelsty

Home Page: https://raphaelsty.github.io/neural-cherche/

google language-model neural-search semantic-search sparseembed splade transformers colbert stanford

rom1504 / clip-retrieval

semantic-search,Easily compute clip embeddings and build a clip retrieval system with them

User: rom1504

Home Page: https://rom1504.github.io/clip-retrieval/

semantic-search deep-learning multimodal ai clip knn

superduperdb / superduperdb

semantic-search,🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.

Organization: superduperdb

Home Page: https://superduperdb.com

ai mlops torch transformers mongodb python pytorch ml database data

typesense / typesense

semantic-search,Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences

Organization: typesense

Home Page: https://typesense.org

search-engine search typo-tolerance site-search instantsearch fuzzy-search full-text-search enterprise-search synonyms faceting

unum-cloud / uform

semantic-search,Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

Organization: unum-cloud

Home Page: https://unum-cloud.github.io/uform/

huggingface-transformers language-vision multimodal pytorch semantic-search transformer cross-attention vector-search bert neural-network

unum-cloud / usearch

semantic-search,Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

Organization: unum-cloud

Home Page: https://unum-cloud.github.io/usearch/

kann vector-search approximate-nearest-neighbor-search simd search similarity-search database faiss search-engine webassembly

vector-ai / vectorai

semantic-search,Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.

Organization: vector-ai

Home Page: https://relevance.ai/vectors

python vector embeddings encodings search semantic-search search-engine machine-learning artificial-intelligence neural-networks

weaviate / weaviate

semantic-search,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.

Organization: weaviate

Home Page: https://weaviate.io/developers/weaviate/

search-engine semantic-search semantic-search-engine vector-search vector-search-engine vector-database approximate-nearest-neighbor-search image-search hnsw information-retrieval mlops nearest-neighbor-search neural-search recommender-system similarity-search vectors generative-search hybrid-search weaviate grpc

zachnagengast / similarity-search-kit

semantic-search,🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications.

User: zachnagengast

Home Page: https://discord.gg/2vBQcF3nU5

question-answering semantic-search semantic-similarity text-embeddings vector-embeddings coreml information-retrieval nlp pretrained-models apple-neural-engine

zilliztech / akcio

semantic-search,Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the quality and relevance of the output.

Organization: zilliztech

Home Page: https://github.com/zilliztech/akcio/wiki

chatbot chatgpt dolly ernie-bot langchain llm milvus minimax openai retrieval-augmented-generation

zilliztech / gptcache

semantic-search,Semantic cache for LLMs. Fully integrated with LangChain and llama_index.