semantic-search

There are 76 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 openai prompt-engineering semantic-search transformers
Language:Jupyter Notebook 65219
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 47495
mindsdb / mindsdb
Platform for building AI that can learn and answer questions over federated 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 26824
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++ 21215
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 17805
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 (e.g gpt, claude, gemini, llama, qwen, mistral).
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 15750
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 15035
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 11551
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 9445
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 7240
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 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 4814
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:Rust 4776
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 4637
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 2985
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 2946
gmpetrov / databerry
The no-code platform for building custom LLM Agents
ai aichatbot chatbot chatbots chatgpt llm no-code openai qdrant semantic-search typescript
2925
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 2748
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 2674
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
2541
semantra
freedmand / semantra
Multi-tool for semantic search
cli machine-learning semantic-search
Language:Python 2515
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 2415
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++ 2269
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 1966
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 1618
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# 1609
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 1377
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 1347
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 1266
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 1106
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 1101
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 🖼️ & 🖋️
huggingface-transformers language-vision multimodal pytorch semantic-search transformer cross-attention vector-search bert neural-network pretrained-models multi-lingual clip openai openclip contrastive-learning representation-learning clustering image-search llava
Language:Python 1051
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 941
Muennighoff / sgpt
SGPT: GPT Sentence Embeddings for Semantic Search
gpt information-retrieval language-model large-language-models neural-search retrieval semantic-search sentence-embeddings sgpt text-embedding
Language:Jupyter Notebook 851
hayabhay / frogbase
Transform audio-visual content into navigable knowledge.
embeddings package python search semantic-search speech-to-text streamlit ui
Language:Python 781
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 728
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