semantic-search

There are 84 repositories under semantic-search topic.

generative-ai-for-beginners
microsoft / generative-ai-for-beginners
21 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 microsoft-for-beginners openai prompt-engineering semantic-search transformers
Language:Jupyter Notebook 69580
meilisearch
meilisearch / meilisearch
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
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 48941
khoj
khoj-ai / khoj
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.
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 25672
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
algolia datastore elasticsearch enterprise-search faceting full-text-search fuzzy-search geosearch in-memory instantsearch merchandising pinecone search search-engine semantic-search similarity-search site-search synonyms typo-tolerance vector-search
Language:C++ 21940
haystack
deepset-ai / haystack
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 18920
arc53 / DocsGPT
Chatbot for documentation, that allows you to chat with your data. Privately deployable, provides AI knowledge sharing and integrates knowledge into your AI workflow
ai chatgpt docsgpt hacktoberfest information-retrieval language-model llm machine-learning natural-language-processing python pytorch rag react semantic-search transformers web-app
Language:Python 15275
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 12179
txtai
neuml / txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
ai artificial-intelligence embeddings information-retrieval language-model large-language-models llm machine-learning nlp python rag retrieval-augmented-generation search search-engine semantic-search sentence-embeddings transformers txtai vector-database vector-search
Language:Python 10106
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 7359
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 5383
superduper
superduper-io / superduper
Superduper: Build end-to-end AI applications and agent workflows on your existing data infrastructure and preferred tools - without migrating your data.
ai chatbot data database distributed-ml inference llm-inference llm-serving llmops ml mlops mongodb pretrained-models python pytorch rag semantic-search torch transformers vector-search
Language:Jupyter Notebook 4937
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 4749
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 3006
ddangelov / Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
bert document-embedding pre-trained-language-models semantic-search sentence-encoder sentence-transformers text-search text-semantic-similarity top2vec topic-modeling topic-modelling topic-search topic-vector word-embeddings
Language:Python 2985
gmpetrov / databerry
The no-code platform for building custom LLM Agents
ai chatgpt llm no-code openai qdrant semantic-search typescript chatbot aichatbot chatbots
2924
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 2810
mazzzystar / Queryable
Run OpenAI's CLIP and Apple's MobileCLIP model on iOS to search photos.
clip-model ios macos mobile mobile-clip mobileclip natural-language-image-search openai-clip photos search semantic-search swiftui
Language:Swift 2775
awesome-generative-ai
filipecalegario / awesome-generative-ai
A curated list of Generative AI tools, works, models, and references
ai-art awesome awesome-list chatgpt dall-e dalle2 embeddings generative-ai gpt-4 llm llm-agent midjourney openai prompt-engineering semantic-search stable-diffusion text-to-image txt2img
2679
semantra
freedmand / semantra
Multi-tool for semantic search
cli machine-learning semantic-search
Language:Python 2556
rom1504 / clip-retrieval
Easily compute clip embeddings and build a clip retrieval system with them
ai clip deep-learning knn multimodal semantic-search
Language:Jupyter Notebook 2476
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++ 2434
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 2124
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# 1734
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 rag cli llm yt-dlp
Language:Python 1658
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 1434
frutik / awesome-search
Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness
autocomplete-suggestions ecommerce-search evaluating-search knowledge-graph learning-to-rank natural-language-processing query-understanding ranking relevance-algorithms relevant-search search search-engine search-engines search-intents search-ui search-ux semantic-search spelling-correction suggestions synonyms
Language:HTML 1401
gnes
gnes-ai / gnes
GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.
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
Language:Python 1267
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
amazon-bedrock aurora aws bedrock cdk chatbot claude genai huggingface idefics kendra langchain llm opensearch opensearch-serverless pgvector sagemaker semantic-search vectordb
Language:TypeScript 1157
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 1105
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 1088
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 994
superlinked / superlinked
Superlinked is a Python framework for AI Engineers building high-performance search & recommendation applications that combine structured and unstructured data.
embeddings etl vector-search data-pipeline deep-learning information-retrieval llm ml mlops natural-language-processing nlp python retrieval retrieval-augmented-generation semantic-search vectorization vector-database
Language:Jupyter Notebook 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 861
hayabhay / frogbase
Transform audio-visual content into navigable knowledge.
embeddings package python search semantic-search speech-to-text streamlit ui
Language:Python 784
PrithivirajDamodaran / FlashRank
Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.
cross-encoder full-text-search hybrid-search lexical-search rag ranking reranking retrieval-augmented-generation semantic-search vector-database vector-search
Language:Python 736
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 732