base on AI Powered Search and Chat for Orgs - Think ChatGPT meets Google Search but powered by your data. <br> <br> <div align="center"> <picture> <source media="(prefers-color-scheme: dark)" srcset="packages\ocular-ui\public\ocular-logo-official.svg"> <img alt="Ocular Logo" src="packages\ocular-ui\public\ocular-logo-official.svg" width="40%"> </picture> <h2>✨ ChatGPT meets Google Search ✨</h2> </div> <br> <div align="center"> [](https://github.com/OcularEngineering/ocular?tab=License-1-ov-file) [](https://github.com/OcularEngineering/ocular/issues) <br> <a href='https://www.ycombinator.com/launches/KYi-ocular-ai-bringing-enterprise-search-gen-ai-and-actions-to-the-workplace' target="_blank"><img src='https://www.ycombinator.com/launches/KYi-ocular-ai-bringing-enterprise-search-gen-ai-and-actions-to-the-workplace/upvote_embed.svg' alt='Launch YC: Ocular AI - Bringing enterprise search, gen AI, and actions to the workplace' alt="Ocular - Dev&#0032;environment&#0032;manager&#0032;that&#0032;makes&#0032;you&#0032;2x&#0032;more&#0032;productive | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" ></a> <a href="https://www.producthunt.com/posts/ocular-ai?embed=true&utm_source=badge-featured&utm_medium=badge&utm_souce=badge-ocular&#0045;ai" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=443389&theme=light" alt="Ocular&#0032;AI - The&#0032;future&#0032;of&#0032;work&#0032;is&#0032;here | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a> </div> <br> <h1 align="center">The Open Core Enterprise Generative AI and Search Platform</h1> <div align="center"> AI Powered Search and Chat for Companies - Think ChatGPT meets Google Search but powered by your data. </div> </br> <p align="center"> <a href="https://x.com/OcularHQ">Twitter</a> | <a href="https://join.slack.com/t/ocular-ai/shared_invite/zt-2g7ka0j1c-Tx~Q46MjplNma2Sk2Ruplw">Join Our Slack</a> | <a href="https://github.com/OcularEngineering/ocular/issues/new?assignees=&labels=triage+needed%2Cbug&projects=&template=1_bug_report_form.yml&title=bug%3A+">Report Bug</a> | <a href="https://github.com/OcularEngineering/ocular/issues/new?assignees=&labels=enhancement&projects=&template=2_feature_request_form.yml&title=feat%3A+">Request Feature</a> </p> ## 🚀 Introduction [Ocular](https://useocular.com) is a set of modules and tools that allow you to build rich, reliable, and performant Generative AI-Powered Search Platforms without the need to reinvent Search Architecture. We're help to you build you spin up customized internal search in days not months. <img src="/img/search.gif" width="100%" alt="Dashboard" /> ## ✨ Features - **Google Like Search Interface** - Find what you need. - **App MarketPlace** - Connect to all of your favorite Apps. - **Custom Connectors** - Build your own connectors to propeitary data sources. - **Customizable Modular Infrastructure** - Bring your own custom LLM's, Vector DB and more into Ocular. - **Governance Engine** - Role Based Access Control, Audit Logs etc. ## 🔓 Open-source vs Paid Repo is under [Elastic License 2.0 (ELv2)](https://github.com/OcularEngineering/ocular/blob/main/LICENSE). If you are interested in managed Ocular Cloud of self-hosted Enterprise Offering [book a meeting with us](https://calendly.com/louis-murerwa): ## Getting started ## 🐳 Running Ocular in Docker To run Ocular locally, you'll need to setup Docker in addition to Ocular. ### Prerequsites First, make sure you have the Docker installed on your device. You can download and install it from [here](https://docs.docker.com/get-docker/). 1. Clone the Ocular directory. ```sh git clone https://github.com/OcularEngineering/ocular.git && cd ocular ``` 2. In the home directory, open `env.local` add the required OPEN AI env variables - <u>Required Keys</u> - Open AI Keys - To run Ocular **an LLM provider must be setup in the backend** . By default Open AI is the LLM Provider for Ocular so please add the Open AI keys in `env.local`. - Support for other LLM providers is coming soon! - <u>Optional Keys</u> - Apps (Gmail|GoogleDrive|Asana|GitHub etc) - To Index Documents from Apps the Api keys have to be set up in the `env.local` for that specific app. Please read our docs on how to set up each app. 3. Run Docker. ```sh docker compose -f docker-compose.local.yml up --build --force-recreate ``` This command initializes the containers specified in the `docker-compose.local.yml` file. It might take a few moments to complete, depending on your computer and internet connection. Once the `docker compose` process completes, you should have your local version of Ocular up and running within Docker containers. You can access it at `http://localhost:3001/create-account`. Remember to keep the Docker application open as long as you're working with your local Ocular instance. ## 🤝 Contributing  We love contributions. Check out our guide to see how to [get started](https://github.com/OcularEngineering/ocular/blob/main/CONTRIBUTING.md). Not sure where to get started? You can: - Join our <a href="https://join.slack.com/t/ocular-ai/shared_invite/zt-2g7ka0j1c-Tx~Q46MjplNma2Sk2Ruplw">Slack</a>, and ask us any questions there. ## 📚 Resources - [Docs](https://docs.useocular.com) for comprehensive documentation and guides - [Slack](https://join.slack.com/t/ocular-ai/shared_invite/zt-2g7ka0j1c-Tx~Q46MjplNma2Sk2Ruplw) for discussion with the community and Ocular team. - [GitHub](https://github.com/OcularEngineering/ocular/issues) for code, issues, and pull requests - Roadmap - Coming Soon ## ⭐Star History [](https://star-history.com/#OcularEngineering/ocular&Date) ## 💻Core Team <table> <tr> <td align="center"> <a href="https://github.com/louismurerwa"> <img src="https://avatars.githubusercontent.com/u/35416595?v=4" width="100px;" alt=""/> </a> </td> <td align="center"> <a href="https://github.com/MichaelMoyoMushabati"> <img src="https://avatars.githubusercontent.com/u/73793231?v=4" width="100px;" alt=""/> </a> </td> <td align="center"> <a href="https://github.com/Vivek-Lahole"> <img src="https://avatars.githubusercontent.com/u/82323706?v=4" width="100px;" alt=""/> </a> </td> </tr> </table> ## ✨Contributors <a href="https://github.com/OcularEngineering/ocular/graphs/contributors"> <img src="https://contrib.rocks/image?repo=OcularEngineering/ocular" /> </a> ", Assign "at most 3 tags" to the expected json: {"id":"10560","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"