base on bloop is a fast code search engine written in Rust. <picture> <source media="(prefers-color-scheme: dark)" srcset="https://assets.bloop.ai/bloop_github_logo_dark.png"> <img alt="bloop logo" src="https://assets.bloop.ai/bloop_github_logo_light.png"> </picture> bloop is ChatGPT for your code. Ask questions in natural language, search for code and generate patches using your existing codebase as context. Engineers are increasing their productivity by using bloop to: - Explain how files or features work in simple language - Write new features, using their code as context - Understand how to use poorly documented open source libraries - Pinpoint errors - Ask questions about English language codebases in other languages - Reduce code duplication by checking for existing functionality https://github.com/BloopAI/bloop/assets/7957964/01db3ccb-4af0-49a0-92d6-5a9c42357a51 ## Features - AI-based conversational search - Code Studio, an LLM playground that uses your code as context - Blazing fast regex search - Sync your local and GitHub repositories - Sophisticated query filters so you can narrow down your results - Find functions, variables or traits with symbol search - Precise code navigation (go-to-reference and go-to-definition) for 10+ of the most popular languages built with [Tree-sitter](https://tree-sitter.github.io/tree-sitter/) - Privacy focussed on-device embedding for semantic search bloop stands on the shoulders of the Rust ecosystem. Our search indexes are powered by [Tantivy](https://github.com/quickwit-oss/tantivy) and [Qdrant](https://github.com/qdrant/qdrant), and our multi-platform app is built with [Tauri](https://github.com/tauri-apps/tauri). https://github.com/BloopAI/bloop/assets/7957964/93715188-d8d5-477b-8cd1-95d9cbd368cb ## Get Started The simplest way to get started with bloop is to [download the app](https://github.com/BloopAI/bloop/releases) and follow the onboarding steps. Checkout our [getting started guide](https://bloop.ai/understand/docs/getting-started) and our references for [conversational](https://bloop.ai/understand/docs/natural-language-queries) and [regex](https://bloop.ai/understand/docs/regex-queries) search and [Code Studio](https://bloop.ai/understand/docs/code-studio). For instructions on how to build from source or run bloop from the command line, check out these pages: - [Build bloop app from source](./apps/desktop/README.md) - [Run bloop from the command line](./server/README.md) If you encounter any index issues you can wipe the bloop cache and reindex. Instructions on how to do this on different platforms [are here](./apps/desktop/README.md). ## Building From Source You can build bloop from source and run it with your own OpenAI API key. Clone the repo, make sure the `oss` branch is checked out, and create a file called `local_config.json` at the top-level of the repo. `local_config.json` should contain the following fields: ```json { "github_access_token": "<YOUR_GITHUB_ACCESS_TOKEN>", "openai_api_key": "<YOUR_OPENAI_API_KEY>" } ``` Then follow [these installation instructions](./apps/desktop/README.md). If built from source, bloop will not collect any telemetry. ## Contributing [](https://gitpod.io/#https://github.com/BloopAI/bloop) [](https://app.codeanywhere.com/#https://github.com/BloopAI/bloop) We welcome contributions big and small! Before jumping in please read [our contributors guide](./CONTRIBUTING.md) and [our code of conduct](./CODE_OF_CONDUCT.md). Here's how to find your way around the repo: - `apps/desktop`: The Tauri app - `server/bleep`: The Rust backend which contains the core search and navigation logic - `client`: The React frontend We use Git LFS for dependencies that are expensive to build. To make sure you have everything you need to start building, you'll need to install the `git-lfs` package for your favourite operating system, then run the following commands in this repo: git lfs install git lfs pull If you find a bug or have a feature request, [open an issue](https://github.com/BloopAI/bloop/issues)! You can find the application logs here: | OS | Logs Path | | ----------- | ----------- | | MacOS | `~/Library/Application\ Support/ai.bloop.bloop/bleep/logs` | | Windows | `%APPDATA%/bloop/bleep/logs` | | Linux | `~/.local/share/bloop/bleep/logs` | ## Privacy We store as little data as possible. We use telemetry to helps us identify bugs and make data-driven product decisions. You can read our full privacy policy [here](https://bloop.ai/privacy). ## License bloop is licensed under the `Apache 2.0` license as defined in [LICENSE](./LICENSE). ", Assign "at most 3 tags" to the expected json: {"id":"516","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"