meilisearch
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
Stars: 56084
Meilisearch is a lightning-fast search engine that seamlessly integrates into apps, websites, and workflows. It offers features like hybrid search, search-as-you-type, typo tolerance, filtering, sorting, synonym support, geosearch, extensive language support, security management, multi-tenancy, RESTful API, AI-readiness, easy installation, deployment, and maintenance.
README:
Website | Roadmap | Meilisearch Cloud | Blog | Documentation | FAQ | Discord
β‘ A lightning-fast search engine that fits effortlessly into your apps, websites, and workflow π
Meilisearch helps you shape a delightful search experience in a snap, offering features that work out of the box to speed up your workflow.
- Movies β An application to help you find streaming platforms to watch movies using hybrid search.
- Flickr β Search and explore one hundred million Flickr images with semantic search.
- Ecommerce β Ecommerce website using disjunctive facets, range and rating filtering, and pagination.
- Songs β Search through 47 million of songs.
- SaaS β Search for contacts, deals, and companies in this multi-tenant CRM application.
See the list of all our example apps in our demos repository.
- Hybrid search: Combine the best of both semantic & full-text search to get the most relevant results
- Search-as-you-type: Find & display results in less than 50 milliseconds to provide an intuitive experience
- Typo tolerance: get relevant matches even when queries contain typos and misspellings
- Filtering and faceted search: enhance your users' search experience with custom filters and build a faceted search interface in a few lines of code
- Sorting: sort results based on price, date, or pretty much anything else your users need
- Synonym support: configure synonyms to include more relevant content in your search results
- Geosearch: filter and sort documents based on geographic data
- Extensive language support: search datasets in any language, with optimized support for Chinese, Japanese, Hebrew, and languages using the Latin alphabet
- Security management: control which users can access what data with API keys that allow fine-grained permissions handling
- Multi-Tenancy: personalize search results for any number of application tenants
- Highly Customizable: customize Meilisearch to your specific needs or use our out-of-the-box and hassle-free presets
- RESTful API: integrate Meilisearch in your technical stack with our plugins and SDKs
- AI-ready: works out of the box with langchain and the model context protocol
- Easy to install, deploy, and maintain
You can consult Meilisearch's documentation at meilisearch.com/docs.
For basic instructions on how to set up Meilisearch, add documents to an index, and search for documents, take a look at our documentation guide.
Say goodbye to server deployment and manual updates with Meilisearch Cloud. Additional features include analytics & monitoring in many regions around the world. No credit card is required.
Install one of our SDKs in your project for seamless integration between Meilisearch and your favorite language or framework!
Take a look at the complete Meilisearch integration list.
Experienced users will want to keep our API Reference close at hand.
We also offer a wide range of dedicated guides to all Meilisearch features, such as filtering, sorting, geosearch, API keys, and tenant tokens.
Finally, for more in-depth information, refer to our articles explaining fundamental Meilisearch concepts such as documents and indexes.
Meilisearch is available in two editions:
- Fully open source under the MIT license
- Core search engine with fast and relevant full-text, semantic or hybrid search
- Free to use for anyone, including commercial usage
- Includes advanced features such as:
- Sharding
- S3-streaming snapshots
- Governed by a commercial license or the Business Source License 1.1
- Not allowed in production without a commercial agreement with Meilisearch.
- You may use, modify, and distribute the Licensed Work for non-production purposes only, such as testing, development, or evaluation.
Want access to Enterprise features? β Contact us at [email protected].
Meilisearch vendors the following MIT-licensed external crates with code modifications to use the HTTP client located in crates/http-clients:
-
external-crates/async-openaiandexternal-crates/async-openai-macrosfrom https://github.com/64bit/async-openai -
external-crates/reqwest-eventsourcefrom https://github.com/jpopesculian/reqwest-eventsource
Meilisearch collects anonymized user data to help us improve our product. You can deactivate this whenever you want.
To request deletion of collected data, please write to us at [email protected]. Remember to include your Instance UID in the message, as this helps us quickly find and delete your data.
If you want to know more about the kind of data we collect and what we use it for, check the telemetry section of our documentation.
Meilisearch is a search engine created by Meili, a software development company headquartered in France and with team members all over the world. Want to know more about us? Check out our blog!
π Subscribe to our newsletter if you don't want to miss any updates! We promise we won't clutter your mailbox: we only send one edition every two months.
π Want to make a suggestion or give feedback? Here are some of the channels where you can reach us:
- For feature requests, please visit our product repository
- Found a bug? Open an issue!
- Want to be part of our Discord community? Join us!
Thank you for your support!
Meilisearch is, and will always be, open-source! If you want to contribute to the project, please look at our contribution guidelines.
Meilisearch releases and their associated binaries are available on the project's releases page.
The binaries are versioned following SemVer conventions. To know more, read our versioning policy.
Differently from the binaries, crates in this repository are not currently available on crates.io and do not follow SemVer conventions.
For Tasks:
Click tags to check more tools for each tasksFor Jobs:
Alternative AI tools for meilisearch
Similar Open Source Tools
meilisearch
Meilisearch is a lightning-fast search engine that seamlessly integrates into apps, websites, and workflows. It offers features like hybrid search, search-as-you-type, typo tolerance, filtering, sorting, synonym support, geosearch, extensive language support, security management, multi-tenancy, RESTful API, AI-readiness, easy installation, deployment, and maintenance.
CodeGPT
CodeGPT is an extension for JetBrains IDEs that provides access to state-of-the-art large language models (LLMs) for coding assistance. It offers a range of features to enhance the coding experience, including code completions, a ChatGPT-like interface for instant coding advice, commit message generation, reference file support, name suggestions, and offline development support. CodeGPT is designed to keep privacy in mind, ensuring that user data remains secure and private.
ProxyAI
ProxyAI is an open-source AI copilot for JetBrains, offering advanced code assistance features powered by top-tier language models. Users can customize their coding experience, receive AI-suggested code changes, autocomplete suggestions, and context-aware naming suggestions. The tool also allows users to chat with images, reference project files and folders, web docs, git history, and search the web. ProxyAI prioritizes user privacy by not collecting sensitive information and only gathering anonymous usage data with consent.
countly-server
Countly is a privacy-first, AI-ready analytics and customer engagement platform built for organizations that require full data ownership and deployment flexibility. It can be deployed on-premises or in a private cloud, giving complete control over data, infrastructure, compliance, and security. Teams use Countly to understand user behavior across mobile, web, desktop, and connected devices, optimize product and customer experiences in real time, and automate and personalize customer engagement across channels. With flexible data tracking, customizable dashboards, and a modular plugin-based architecture, Countly scales with the product while ensuring long-term autonomy and zero vendor lock-in. Built for privacy, designed for flexibility, and ready for AI-driven innovation.
danswer
Danswer is an open-source Gen-AI Chat and Unified Search tool that connects to your company's docs, apps, and people. It provides a Chat interface and plugs into any LLM of your choice. Danswer can be deployed anywhere and for any scale - on a laptop, on-premise, or to cloud. Since you own the deployment, your user data and chats are fully in your own control. Danswer is MIT licensed and designed to be modular and easily extensible. The system also comes fully ready for production usage with user authentication, role management (admin/basic users), chat persistence, and a UI for configuring Personas (AI Assistants) and their Prompts. Danswer also serves as a Unified Search across all common workplace tools such as Slack, Google Drive, Confluence, etc. By combining LLMs and team specific knowledge, Danswer becomes a subject matter expert for the team. Imagine ChatGPT if it had access to your team's unique knowledge! It enables questions such as "A customer wants feature X, is this already supported?" or "Where's the pull request for feature Y?"
morphik-core
Morphik is an AI-native toolset designed to help developers integrate context into their AI applications by providing tools to store, represent, and search unstructured data. It offers features such as multimodal search, fast metadata extraction, and integrations with existing tools. Morphik aims to address the challenges of traditional AI approaches that struggle with visually rich documents and provide a more comprehensive solution for understanding and processing complex data.
langwatch
LangWatch is a monitoring and analytics platform designed to track, visualize, and analyze interactions with Large Language Models (LLMs). It offers real-time telemetry to optimize LLM cost and latency, a user-friendly interface for deep insights into LLM behavior, user analytics for engagement metrics, detailed debugging capabilities, and guardrails to monitor LLM outputs for issues like PII leaks and toxic language. The platform supports OpenAI and LangChain integrations, simplifying the process of tracing LLM calls and generating API keys for usage. LangWatch also provides documentation for easy integration and self-hosting options for interested users.
mindsdb
MindsDB is a platform for customizing AI from enterprise data. You can create, serve, and fine-tune models in real-time from your database, vector store, and application data. MindsDB "enhances" SQL syntax with AI capabilities to make it accessible for developers worldwide. With MindsDBβs nearly 200 integrations, any developer can create AI customized for their purpose, faster and more securely. Their AI systems will constantly improve themselves β using companiesβ own data, in real-time.
xyne
Xyne is an AI-first Search & Answer Engine for work, serving as an OSS alternative to Glean, Gemini, and MS Copilot. It securely indexes data from various applications like Google Workspace, Atlassian suite, Slack, and Github, providing a Google + ChatGPT-like experience to find information and get up-to-date answers. Users can easily locate files, triage issues, inquire about customers/deals/features/tickets, and discover relevant contacts. Xyne enhances AI models by providing contextual information in a secure, private, and responsible manner, making it the most secure and future-proof solution for integrating AI into work environments.
enterprise-commerce
Enterprise Commerce is a Next.js commerce starter that helps you launch your high-performance Shopify storefront in minutes, not weeks. It leverages the power of Vector Search and AI to deliver a superior online shopping experience without the development headaches.
AppFlowy
AppFlowy.IO is an open-source alternative to Notion, providing users with control over their data and customizations. It aims to offer functionality, data security, and cross-platform native experience to individuals, as well as building blocks and collaboration infra services to enterprises and hackers. The tool is built with Flutter and Rust, supporting multiple platforms and emphasizing long-term maintainability. AppFlowy prioritizes data privacy, reliable native experience, and community-driven extensibility, aiming to democratize the creation of complex workplace management tools.
Conversation-Knowledge-Mining-Solution-Accelerator
The Conversation Knowledge Mining Solution Accelerator enables customers to leverage intelligence to uncover insights, relationships, and patterns from conversational data. It empowers users to gain valuable knowledge and drive targeted business impact by utilizing Azure AI Foundry, Azure OpenAI, Microsoft Fabric, and Azure Search for topic modeling, key phrase extraction, speech-to-text transcription, and interactive chat experiences.
supervisely
Supervisely is a computer vision platform that provides a range of tools and services for developing and deploying computer vision solutions. It includes a data labeling platform, a model training platform, and a marketplace for computer vision apps. Supervisely is used by a variety of organizations, including Fortune 500 companies, research institutions, and government agencies.
AutoGPT
AutoGPT is a revolutionary tool that empowers everyone to harness the power of AI. With AutoGPT, you can effortlessly build, test, and delegate tasks to AI agents, unlocking a world of possibilities. Our mission is to provide the tools you need to focus on what truly matters: innovation and creativity.
posthog
PostHog is an all-in-one, open source platform for building successful products. It provides tools for product analytics, web analytics, session replays, feature flags, experiments, error tracking, surveys, data warehouse, data pipelines, LLM analytics, and workflows. Users can get started with a generous free tier, self-host the platform, or use PostHog Cloud. The platform supports various SDKs and libraries for popular languages and frameworks, making it versatile and easy to integrate. PostHog is suitable for teams looking to understand user behavior, improve product performance, and automate actions or messages to users.
dwata
Dwata is a desktop application that allows users to chat with any AI model and gain insights from their data. Chats are organized into threads, similar to Discord, with each thread connecting to a different AI model. Dwata can connect to databases, APIs (such as Stripe), or CSV files and send structured data as prompts when needed. The AI's response will often include SQL or Python code, which can be used to extract the desired insights. Dwata can validate AI-generated SQL to ensure that the tables and columns referenced are correct and can execute queries against the database from within the application. Python code (typically using Pandas) can also be executed from within Dwata, although this feature is still in development. Dwata supports a range of AI models, including OpenAI's GPT-4, GPT-4 Turbo, and GPT-3.5 Turbo; Groq's LLaMA2-70b and Mixtral-8x7b; Phind's Phind-34B and Phind-70B; Anthropic's Claude; and Ollama's Llama 2, Mistral, and Phi-2 Gemma. Dwata can compare chats from different models, allowing users to see the responses of multiple models to the same prompts. Dwata can connect to various data sources, including databases (PostgreSQL, MySQL, MongoDB), SaaS products (Stripe, Shopify), CSV files/folders, and email (IMAP). The desktop application does not collect any private or business data without the user's explicit consent.
For similar tasks
meilisearch
Meilisearch is a lightning-fast search engine that seamlessly integrates into apps, websites, and workflows. It offers features like hybrid search, search-as-you-type, typo tolerance, filtering, sorting, synonym support, geosearch, extensive language support, security management, multi-tenancy, RESTful API, AI-readiness, easy installation, deployment, and maintenance.
For similar jobs
sweep
Sweep is an AI junior developer that turns bugs and feature requests into code changes. It automatically handles developer experience improvements like adding type hints and improving test coverage.
teams-ai
The Teams AI Library is a software development kit (SDK) that helps developers create bots that can interact with Teams and Microsoft 365 applications. It is built on top of the Bot Framework SDK and simplifies the process of developing bots that interact with Teams' artificial intelligence capabilities. The SDK is available for JavaScript/TypeScript, .NET, and Python.
ai-guide
This guide is dedicated to Large Language Models (LLMs) that you can run on your home computer. It assumes your PC is a lower-end, non-gaming setup.
classifai
Supercharge WordPress Content Workflows and Engagement with Artificial Intelligence. Tap into leading cloud-based services like OpenAI, Microsoft Azure AI, Google Gemini and IBM Watson to augment your WordPress-powered websites. Publish content faster while improving SEO performance and increasing audience engagement. ClassifAI integrates Artificial Intelligence and Machine Learning technologies to lighten your workload and eliminate tedious tasks, giving you more time to create original content that matters.
chatbot-ui
Chatbot UI is an open-source AI chat app that allows users to create and deploy their own AI chatbots. It is easy to use and can be customized to fit any need. Chatbot UI is perfect for businesses, developers, and anyone who wants to create a chatbot.
BricksLLM
BricksLLM is a cloud native AI gateway written in Go. Currently, it provides native support for OpenAI, Anthropic, Azure OpenAI and vLLM. BricksLLM aims to provide enterprise level infrastructure that can power any LLM production use cases. Here are some use cases for BricksLLM: * Set LLM usage limits for users on different pricing tiers * Track LLM usage on a per user and per organization basis * Block or redact requests containing PIIs * Improve LLM reliability with failovers, retries and caching * Distribute API keys with rate limits and cost limits for internal development/production use cases * Distribute API keys with rate limits and cost limits for students
uAgents
uAgents is a Python library developed by Fetch.ai that allows for the creation of autonomous AI agents. These agents can perform various tasks on a schedule or take action on various events. uAgents are easy to create and manage, and they are connected to a fast-growing network of other uAgents. They are also secure, with cryptographically secured messages and wallets.
griptape
Griptape is a modular Python framework for building AI-powered applications that securely connect to your enterprise data and APIs. It offers developers the ability to maintain control and flexibility at every step. Griptape's core components include Structures (Agents, Pipelines, and Workflows), Tasks, Tools, Memory (Conversation Memory, Task Memory, and Meta Memory), Drivers (Prompt and Embedding Drivers, Vector Store Drivers, Image Generation Drivers, Image Query Drivers, SQL Drivers, Web Scraper Drivers, and Conversation Memory Drivers), Engines (Query Engines, Extraction Engines, Summary Engines, Image Generation Engines, and Image Query Engines), and additional components (Rulesets, Loaders, Artifacts, Chunkers, and Tokenizers). Griptape enables developers to create AI-powered applications with ease and efficiency.
