semantic-search

There are 82 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 66028
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 48471
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 26999
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++ 21612
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 18337
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 17410
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 15214
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 11918
txtai
neuml / txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
python search machine-learning nlp semantic-search vector-search txtai llm vector-database language-model transformers sentence-embeddings large-language-models information-retrieval search-engine embeddings retrieval-augmented-generation rag ai artificial-intelligence
Language:Python 9825
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 7316
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 5131
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:Python 4883
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 4698
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 2996
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 2966
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 2773
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 2712
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
2625
semantra
freedmand / semantra
Multi-tool for semantic search
cli machine-learning semantic-search
Language:Python 2534
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 2454
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 🔍
kann vector-search approximate-nearest-neighbor-search simd search similarity-search database faiss search-engine webassembly clustering nearest-neighbor-search recommender-system semantic-search full-text-search fuzzy-search text-search image-search
Language:C++ 2365
embeddings-benchmark / mteb
MTEB: Massive Text Embedding Benchmark
benchmark clustering information-retrieval sentence-transformers sts text-embedding retrieval neural-search semantic-search sbert sgpt text-classification bitext-mining reranking multilingual-nlp
Language:Jupyter Notebook 2046
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# 1672
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 1648
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 1406
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 1390
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 1268
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 1126
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 1106
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 1066
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 954
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 857
superlinked / superlinked
A compute framework for building Search, RAG, Recommendations and Analytics over complex structured & unstructured data.
data-pipeline deep-learning embeddings etl information-retrieval llm ml mlops natural-language-processing nlp python retrieval retrieval-augmented-generation semantic-search vector-database vector-search vectorization
Language:Jupyter Notebook 826
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 730