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140 search results found

Generative Ai For Beginners ⭐ 23,219

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-begi

Mindsdb ⭐ 19,723

Build AI 🤖 using SQL

Typesense ⭐ 16,670

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

Haystack ⭐ 12,474

🔍 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.

Weaviate ⭐ 9,646

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.

Txtai ⭐ 6,143

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

Gptcache ⭐ 5,954

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

Your AI second brain. A copilot to search and chat (using RAG) with your knowledge base (pdf, markdown, org). Use powerful, online (e.g gpt4) or private, offline (e.g mistral) LLMs. Self-host locally or have it always accessible on the cloud. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp

Superduperdb ⭐ 3,924

🔮 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.

Marqo ⭐ 3,893

Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

Top2vec ⭐ 2,847

Top2Vec learns jointly embedded topic, document and word vectors.

Databerry ⭐ 2,746

The no-code platform for building custom LLM Agents

Docarray ⭐ 2,721

Represent, send, store and search multimodal data

Alan Sdk Web ⭐ 2,377

Actionable AI SDK for Web to enable text and voice conversations with actions (JavaScript, React, Angular, Vue, Ember, Electron)

Queryable ⭐ 2,237

Run OpenAI's CLIP model on iOS to search photos.

Examples ⭐ 2,186

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

Semantra ⭐ 2,135

Multi-tool for semantic search

Lancedb ⭐ 2,000

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

Clip Retrieval ⭐ 1,949

Easily compute clip embeddings and build a clip retrieval system with them

Llmware ⭐ 1,859

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

Awesome Generative Ai ⭐ 1,704

A curated list of Generative AI tools, works, models, and references

Usearch ⭐ 1,335

Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

Yt Fts ⭐ 1,332

YouTube Full Text Search - Search all of a YouTube channel from the command line

Awesome Search ⭐ 1,158

Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness

GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.

MTEB: Massive Text Embedding Benchmark

Shift Ctrl F ⭐ 887

🔎 Search the information available on a webpage using natural language instead of an exact string match.

Kernel Memory ⭐ 857

Index and query any data using LLM and natural language, tracking sources and showing citations.

SGPT: GPT Sentence Embeddings for Semantic Search

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

Frogbase ⭐ 704

Transform audio-visual content into navigable knowledge.

Swiss_army_llama ⭐ 688

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

Primeqa ⭐ 677

The prime repository for state-of-the-art Multilingual Question Answering research and development.

Aws Genai Llm Chatbot ⭐ 674

A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, AI21, Cohere) using AWS CDK on AWS

Fastrag ⭐ 591

Efficient Retrieval Augmentation and Generation Framework

🧞 No-code tool for creating a neural search solution in minutes

Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.

Code_search ⭐ 474

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

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)

Examples ⭐ 402

Jina examples and demos to help you get started

Declutr ⭐ 349

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

Elastiknn ⭐ 347

Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

Awesome Semantic Search ⭐ 301

A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.

Vectorai ⭐ 299

Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.

Cherche ⭐ 295

📑 Neural Search

Conceptualsearch ⭐ 230

Train a Word2Vec model or LSA model, and Implement Conceptual Search\Semantic Search in Solr\Lucene - Simon Hughes Dice.com, Dice Tech Jobs

OCR, Archive, Index and Search: Implementation agnostic OCR framework.

Neural Cherche ⭐ 196

Similarity Search Kit ⭐ 195

🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications.

Hypertag ⭐ 178

NeoVerse/HyperTag - Intuitive Knowledge Management WebApp & CLI for Humans using Deep Learning & Tags

Intellinode ⭐ 177

Access the latest AI models like ChatGPT, LLaMA, Diffusion, Gemini Hugging face, and beyond through a unified prompt layer and performance evaluation

a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)

Haystack Tutorials ⭐ 173

Here you can find all the Tutorials for Haystack 📓

Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the quality and relevance of the output.

Joplin Plugin Jarvis ⭐ 154

Joplin (note-taking) assistant running a very intelligent system (OpenAI/GPT, Hugging Face, PaLM, GPT4All, Universal Sentence Encoder)

Bert Solr Search ⭐ 151

Search with BERT vectors in Solr, Elasticsearch, OpenSearch and GSI APU

Pinecone Ts Client ⭐ 144

The official TypeScript/Node client for the Pinecone vector database

Information Retrieval ⭐ 139

Neural information retrieval / semantic-search / Bi-Encoders

A Python Search Engine for Humans 🥸

📚🧙‍♂️ Wisdom indexer — use AI to organize text snippets so you can actually remember & learn from what you read

Bens Bites Ai Search ⭐ 97

AI search for all the best resources in AI – powered by Ben's Bites 💯

Flashrank ⭐ 97

Ultra-lite & Super-fast re-ranking for your search & retrieval pipelines. Based on SoTA models like cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

How to create Question-Answering system combining Langchain and OpenAI

(distributed) vector database

Searchthearxiv ⭐ 91

The code powering searchthearxiv.com, a simple semantic search engine for more than 300,000 ML papers on arXiv.

Mobile Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP). Accepted at NAACL 2022.

Fluid Db ⭐ 86

Lawknowledge ⭐ 82

A legal knowledge search and Q&A application based on Vietnam's Legal Code and legal document database ⚖️

Sycamore ⭐ 82

🍁 Sycamore is an LLM-powered semantic data preparation system for building search applications.

Semanticfinder ⭐ 81

SemanticFinder - frontend-only live semantic search with transformers.js

Elastic_transformers ⭐ 80

Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers

Korean LegalQA using SentenceKoBART

Semantic Search App Template ⭐ 77

Tutorial and template for a semantic search app powered by the Atlas Embedding Database, Langchain, OpenAI and FastAPI

Haystack Demos ⭐ 68

Fully working applications that demonstrate how to use Haystack to implement common NLP use cases

Nlp Guide ⭐ 61

Natural Language Processing (NLP). Covering topics such as Tokenization, Part Of Speech tagging (POS), Machine translation, Named Entity Recognition (NER), Classification, and Sentiment analysis.

🎧 Podcast Search Engine. Try it now for free or run your own instance.

Vectorsinsearch ⭐ 59

Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015

An AI-powered arXiv research assistant.

Documentgpt ⭐ 49

DocumentGPT is a web application that allows you to chat over your research document using OpenAI's chat API and perform semantic search using vector databases. This tool provides a seamless interface for interacting with your research document, exploring search results, and engaging in a conversation with an AI chatbot.

Typescript Client ⭐ 48

Official Weaviate TypeScript Client

✨ 🧬 Turing ES - Enterprise Search, Chatbot using Search Engine and Many NLP Vendors.

Restful Top2vec ⭐ 45

Expose a Top2Vec model with a REST API.

Ycvibecheck ⭐ 44

Semantic search across every YC company ever. Vibe check your idea?

Offline semantic Text-to-Image and Image-to-Image search on Android powered by quantized state-of-the-art vision-language pretrained CLIP model and ONNX Runtime inference engine

Wink Bm25 Text Search ⭐ 43

Fast Full Text Search based on BM25

An easy to use framework for large-scale fact-checking and question answering

Abstracts Search ⭐ 39

Semantic search engine indexing 95 million academic publications

Cogstack Pipeline ⭐ 39

Distributed, fault tolerant batch processing for Natural Language Applications and Search, using remote partitioning

Vector Storage ⭐ 36

Vector Storage is a vector database that enables semantic similarity searches on text documents in the browser's local storage. It uses OpenAI embeddings to convert documents into vectors and allows searching for similar documents based on cosine similarity.

Azure Search Comparison Tool ⭐ 31

A demo app showcasing Vector Search using Azure AI Search, Azure OpenAI for text embeddings, and Azure AI Vision for image embeddings.

Super-simple, fully Rust powered "memory" (doc store + semantic search) for LLM projects, semantic search, etc.

ChatDKG is an open framework for efficient search, access, and utilization of trusted knowledge with AI, based on OriginTrail Decentralized Knowledge Graph (DKG) and Knowledge Assets. The ChatDKG framework is designed as an open community project to explore a diverse range of possible applications.

Nixiesearch ⭐ 28

Hybrid search engine, combining best features of text and semantic search worlds

open source tooling for AI search and understanding

Solrconfigexamples ⭐ 24

Examples of Solr configuration entries for Solr plugins and Conceptual Search\Semantic Search from Simon Hughes Dice.com

Fact Checking Rocks ⭐ 24

Fact checking baseline combining dense retrieval and textual entailment

Stackoverflow Semantic Search ⭐ 24

Word2Vec encodings based search engine for Stackoverflow questions

Multi-language AST-based code search and rewriting tool that supports embedding Lua code in patterns

Semantic Search ⭐ 22

A simple semantic search engine for scientific papers.

Embedding Server ⭐ 21

Drop in replacement for OpenAI's embedding API. Self Hosted.

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