semantic-search

There are 76 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 61926
meilisearch
meilisearch / meilisearch
A lightning-fast search API that fits effortlessly into your apps, websites, and workflow
app-search database enterprise-search faceting full-text-search fuzzy-search geosearch hybrid-search instantsearch rest rust search search-as-you-type search-engine semantic-search site-search synonyms typo-tolerance vector-database vectors
Language:Rust 46548
mindsdb / mindsdb
The platform for building AI from enterprise data
ai ai-agents artificial-intelligence auto-gpt chatbot database forecasting gpt gpt4all hacktoberfest huggingface llm machine-learning ml mongodb mysql postgres semantic-search timeseries
Language:Python 26264
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++ 20563
haystack
deepset-ai / haystack
:mag: AI 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.
ai bert chatgpt generative-ai gpt-3 information-retrieval language-model large-language-models llm machine-learning nlp python pytorch question-answering rag retrieval-augmented-generation semantic-search squad summarization transformers
Language:Python 16807
arc53 / DocsGPT
GPT-powered chat for documentation, chat with your documents
ai chatgpt docsgpt information-retrieval language-model llm machine-learning natural-language-processing python pytorch rag react semantic-search transformers web-app
Language:Python 14610
khoj
khoj-ai / khoj
Your AI second brain. Get answers to your questions, whether they be online or in your own notes. Use online AI models (e.g gpt4) or private, local LLMs (e.g llama3). Self-host locally or use our cloud instance. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp.
agent ai assistant chat chatgpt emacs image-generation llama3 llamacpp llm obsidian obsidian-md offline-llm productivity rag research self-hosted semantic-search stt whatsapp-ai
Language:Python 12620
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 10864
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 8715
zilliztech / GPTCache
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
chatbot chatgpt chatgpt-api llm milvus similarity-search vector-search aigc openai memcache gpt langchain autogpt redis babyagi llama-index llama dolly semantic-search
Language:Python 7097
superduper
superduper-io / superduper
Superduper: Integrate AI models and machine learning workflows with your database to implement custom AI applications, without moving your data. Including streaming inference, scalable model hosting, 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:Jupyter Notebook 4657
marqo
marqo-ai / marqo
Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
chatgpt clip deep-learning gpt hacktoberfest hnsw information-retrieval knn large-language-models machine-learning machinelearning multi-modal natural-language-processing search-engine semantic-search tensor-search transformers vector-search vision-language visual-search
Language:Python 4482
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 4135
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 2935
gmpetrov / databerry
The no-code platform for building custom LLM Agents
ai aichatbot chatbot chatbots chatgpt llm no-code openai qdrant semantic-search typescript
2922
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 2921
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 2656
mazzzystar / Queryable
Run OpenAI's CLIP and Apple's MobileCLIP model on iOS to search photos.
clip-model ios mobile mobile-clip mobileclip natural-language-image-search photos search semantic-search swiftui
Language:Swift 2617
semantra
freedmand / semantra
Multi-tool for semantic search
cli machine-learning semantic-search
Language:Python 2487
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
2429
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 2358
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++ 2123
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:Jupyter Notebook 1804
NotJoeMartinez / yt-fts
YouTube Full Text Search - Search all of a YouTube channel from the command line
chromadb cli click full-text-search llm rag semantic-search sqlite youtube yt-dlp
Language:Python 1597
kernel-memory
microsoft / kernel-memory
RAG architecture: index and query any data using LLM and natural language, track sources, show citations, asynchronous memory patterns.
indexing llm memory rag semantic-search
Language:C# 1501
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 1358
fastRAG
IntelLabs / fastRAG
Efficient Retrieval Augmentation and Generation Framework
benchmark colbert diffusion generative-ai information-retrieval knowledge-graph llm multi-modal nlp question-answering semantic-search sentence-transformers summarization transformers
Language:Python 1266
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 1265
model-zoo / shift-ctrl-f
🔎 Search the information available on a webpage using natural language instead of an exact string match.
bert chrome-extension natural-language question-answering semantic-search tensorflow tensorflowjs unpacked-extension
Language:JavaScript 1104
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, Mistral) 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 1047
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 1019
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 921
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 838
hayabhay / frogbase
Transform audio-visual content into navigable knowledge.
embeddings package python search semantic-search speech-to-text streamlit ui
Language:Python 782
primeqa / primeqa
The prime repository for state-of-the-art Multilingual Question Answering research and development.
ai bert dpr ibm ibm-research-ai language-model machine-learning natural-language-processing neural-information-retrieval neural-search nlp python pytorch question-answering semantic-search squad transfer-learning
Language:Python 724
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)
cloud deep-learning docker elasticsearch helm kubernetes machine-learning microservices nboost nlp proxy python pytorch search-api search-engine semantic-search tensorflow
Language:Python 675