semantic-search

There are 69 repositories under semantic-search topic.

generative-ai-for-beginners
microsoft / generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
ai azure chatgpt dall-e generative-ai generativeai gpt language-model llms openai prompt-engineering semantic-search transformers
Language:Jupyter Notebook 43842
mindsdb / mindsdb
The platform for customizing AI from enterprise data
ml artificial-intelligence hacktoberfest mysql huggingface llm ai mongodb postgres timeseries ai-agents chatbot database forecasting gpt machine-learning semantic-search gpt4all auto-gpt
Language:Python 21455
typesense / typesense
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
search-engine search typo-tolerance site-search instantsearch fuzzy-search full-text-search enterprise-search synonyms faceting geosearch algolia elasticsearch merchandising datastore in-memory vector-search pinecone semantic-search similarity-search
Language:C++ 18198
haystack
deepset-ai / haystack
: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.
nlp question-answering bert language-model pytorch semantic-search squad information-retrieval summarization transformers machine-learning ai python chatgpt gpt-3 large-language-models generative-ai
Language:Python 13868
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.
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
Language:Go 9689
txtai
neuml / txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
embeddings information-retrieval language-model large-language-models llm machine-learning neural-search nlp python rag retrieval-augmented-generation search search-engine semantic-search sentence-embeddings transformers txtai vector-database vector-search vector-search-engine
Language:Python 7096
zilliztech / GPTCache
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
aigc autogpt babyagi chatbot chatgpt chatgpt-api dolly gpt langchain llama llama-index llm memcache milvus openai redis semantic-search similarity-search vector-search
Language:Python 6480
khoj
khoj-ai / khoj
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.
semantic-search org-mode emacs markdown obsidian-md chat chatgpt ai llm productivity agent self-hosted rag whatsapp-ai pwa offline-llm llamacpp obsidian llama3
Language:Python 4909
superduperdb
SuperDuperDB / superduperdb
🔮 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.
ai mlops torch transformers mongodb python pytorch ml database data inference distributed-ml llm-inference pretrained-models chatbot semantic-search llm-serving llmops vector-search rag
Language:Python 4406
marqo
marqo-ai / marqo
Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
deep-learning information-retrieval machinelearning vector-search tensor-search clip multi-modal search-engine transformers vision-language machine-learning semantic-search visual-search natural-language-processing hnsw knn hacktoberfest chatgpt gpt large-language-models
Language:Python 4183
llmware-ai / llmware
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
ai bert embedding-vectors embeddings faiss generative-ai information-retrieval large-language-models machine-learning milvus nlp parsing python pytorch question-answering retrieval-augmented-generation semantic-search transformers rag
Language:Python 3813
lancedb / lancedb
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
approximate-nearest-neighbor-search image-search nearest-neighbor-search recommender-system search-engine semantic-search similarity-search vector-database
Language:Python 3001
gmpetrov / databerry
The no-code platform for building custom LLM Agents
ai chatgpt llm no-code openai qdrant semantic-search typescript chatbot aichatbot chatbots
Language:TypeScript 2881
ddangelov / Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
topic-modeling word-embeddings document-embedding topic-vector topic-search text-search text-semantic-similarity topic-modelling semantic-search bert top2vec sentence-transformers sentence-encoder pre-trained-language-models
Language:Python 2846
docarray
docarray / docarray
Represent, send, store and search multimodal data
docarray data-structures multimodal cross-modal neural-search deep-learning nested-data qdrant weaviate nearest-neighbor-search protobuf elasticsearch dataclass multi-modal semantic-search machine-learning pytorch fastapi pydantic
Language:Python 2779
pinecone-io / examples
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
ai jupyter-notebook llm python semantic-search vector-database
Language:Jupyter Notebook 2478
mazzzystar / Queryable
Run OpenAI's CLIP model on iOS to search photos.
ios photos search swiftui clip-model semantic-search mobile natural-language-image-search
Language:Swift 2436
semantra
freedmand / semantra
Multi-tool for semantic search
cli machine-learning semantic-search
Language:Python 2287
rom1504 / clip-retrieval
Easily compute clip embeddings and build a clip retrieval system with them
semantic-search deep-learning multimodal ai clip knn
Language:Jupyter Notebook 2163
awesome-generative-ai
filipecalegario / awesome-generative-ai
A curated list of Generative AI tools, works, models, and references
awesome-list awesome dall-e dalle2 midjourney prompt-engineering ai-art txt2img text-to-image generative-ai chatgpt embeddings gpt-4 semantic-search stable-diffusion llm llm-agent openai
2067
usearch
unum-cloud / usearch
Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
approximate-nearest-neighbor-search clustering database faiss full-text-search fuzzy-search image-search kann nearest-neighbor-search recommender-system search search-engine semantic-search simd similarity-search text-search vector-search webassembly
Language:C++ 1735
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 1457
NotJoeMartinez / yt-fts
YouTube Full Text Search - Search all of a YouTube channel from the command line
chromadb full-text-search semantic-search youtube sqlite click
Language:Python 1362
gnes
gnes-ai / gnes
GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.
gnes cloud-native nlp computer-vision deep-learning machine-learning docker-swarm semantic-search neural-network dnn database tensorflow pytorch python elasticsearch search-engine video-processing grpc distributed-systems microservices
Language:Python 1260
frutik / awesome-search
Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness
search search-engine spelling-correction suggestions ecommerce-search relevant-search synonyms natural-language-processing query-understanding autocomplete-suggestions knowledge-graph learning-to-rank semantic-search search-engines relevance-algorithms ranking search-intents evaluating-search search-ux search-ui
Language:HTML 1235
kernel-memory
microsoft / kernel-memory
Index and query any data using LLM and natural language, tracking sources and showing citations.
indexing llm memory rag semantic-search
Language:C# 1222
model-zoo / shift-ctrl-f
🔎 Search the information available on a webpage using natural language instead of an exact string match.
tensorflow tensorflowjs bert question-answering chrome-extension natural-language unpacked-extension semantic-search
Language:JavaScript 1105
fastRAG
IntelLabs / fastRAG
Efficient Retrieval Augmentation and Generation Framework
nlp benchmark colbert information-retrieval semantic-search sentence-transformers summarization transformers diffusion knowledge-graph multi-modal question-answering generative-ai llm
Language:Python 935
uform
unum-cloud / uform
Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️
bert clip clustering contrastive-learning cross-attention huggingface-transformers image-search language-vision llava multi-lingual multimodal neural-network openai openclip pretrained-models pytorch representation-learning semantic-search transformer vector-search
Language:Python 904
aws-genai-llm-chatbot
aws-samples / aws-genai-llm-chatbot
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
cdk chatbot genai huggingface llm sagemaker semantic-search vectordb aurora pgvector bedrock kendra opensearch aws amazon-bedrock langchain opensearch-serverless idefics claude
Language:TypeScript 882
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 878
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 813
hayabhay / frogbase
Transform audio-visual content into navigable knowledge.
embeddings package python search semantic-search speech-to-text streamlit ui
Language:Python 770
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 702
koursaros-ai / nboost
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)
elasticsearch tensorflow pytorch python machine-learning deep-learning microservices proxy nboost nlp search-engine kubernetes helm cloud docker semantic-search search-api
Language:Python 674
hamelsmu / code_search
Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"
code-search data-science deep-learning fastai keras machine-learning machine-learning-on-source-code ml-on-code natural-language-processing nlp python pytorch search search-algorithm searching-algorithms semantic-search semantic-search-engine tensorflow tutorial
Language:Jupyter Notebook 490