base on 🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API. <h3 align="center"> <a name="readme-top"></a> <img src="https://raw.githubusercontent.com/mendableai/firecrawl/main/img/firecrawl_logo.png" height="200" > </h3> <div align="center"> <a href="https://github.com/mendableai/firecrawl/blob/main/LICENSE"> <img src="https://img.shields.io/github/license/mendableai/firecrawl" alt="License"> </a> <a href="https://pepy.tech/project/firecrawl-py"> <img src="https://static.pepy.tech/badge/firecrawl-py" alt="Downloads"> </a> <a href="https://GitHub.com/mendableai/firecrawl/graphs/contributors"> <img src="https://img.shields.io/github/contributors/mendableai/firecrawl.svg" alt="GitHub Contributors"> </a> <a href="https://firecrawl.dev"> <img src="https://img.shields.io/badge/Visit-firecrawl.dev-orange" alt="Visit firecrawl.dev"> </a> </div> <div> <p align="center"> <a href="https://twitter.com/firecrawl_dev"> <img src="https://img.shields.io/badge/Follow%20on%20X-000000?style=for-the-badge&logo=x&logoColor=white" alt="Follow on X" /> </a> <a href="https://www.linkedin.com/company/104100957"> <img src="https://img.shields.io/badge/Follow%20on%20LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white" alt="Follow on LinkedIn" /> </a> <a href="https://discord.com/invite/gSmWdAkdwd"> <img src="https://img.shields.io/badge/Join%20our%20Discord-5865F2?style=for-the-badge&logo=discord&logoColor=white" alt="Join our Discord" /> </a> </p> </div> # 🔥 Firecrawl Empower your AI apps with clean data from any website. Featuring advanced scraping, crawling, and data extraction capabilities. _This repository is in development, and we’re still integrating custom modules into the mono repo. It's not fully ready for self-hosted deployment yet, but you can run it locally._ ## What is Firecrawl? [Firecrawl](https://firecrawl.dev?ref=github) is an API service that takes a URL, crawls it, and converts it into clean markdown or structured data. We crawl all accessible subpages and give you clean data for each. No sitemap required. Check out our [documentation](https://docs.firecrawl.dev). _Pst. hey, you, join our stargazers :)_ <a href="https://github.com/mendableai/firecrawl"> <img src="https://img.shields.io/github/stars/mendableai/firecrawl.svg?style=social&label=Star&maxAge=2592000" alt="GitHub stars"> </a> ## How to use it? We provide an easy to use API with our hosted version. You can find the playground and documentation [here](https://firecrawl.dev/playground). You can also self host the backend if you'd like. Check out the following resources to get started: - [x] **API**: [Documentation](https://docs.firecrawl.dev/api-reference/introduction) - [x] **SDKs**: [Python](https://docs.firecrawl.dev/sdks/python), [Node](https://docs.firecrawl.dev/sdks/node), [Go](https://docs.firecrawl.dev/sdks/go), [Rust](https://docs.firecrawl.dev/sdks/rust) - [x] **LLM Frameworks**: [Langchain (python)](https://python.langchain.com/docs/integrations/document_loaders/firecrawl/), [Langchain (js)](https://js.langchain.com/docs/integrations/document_loaders/web_loaders/firecrawl), [Llama Index](https://docs.llamaindex.ai/en/latest/examples/data_connectors/WebPageDemo/#using-firecrawl-reader), [Crew.ai](https://docs.crewai.com/), [Composio](https://composio.dev/tools/firecrawl/all), [PraisonAI](https://docs.praison.ai/firecrawl/), [Superinterface](https://superinterface.ai/docs/assistants/functions/firecrawl), [Vectorize](https://docs.vectorize.io/integrations/source-connectors/firecrawl) - [x] **Low-code Frameworks**: [Dify](https://dify.ai/blog/dify-ai-blog-integrated-with-firecrawl), [Langflow](https://docs.langflow.org/), [Flowise AI](https://docs.flowiseai.com/integrations/langchain/document-loaders/firecrawl), [Cargo](https://docs.getcargo.io/integration/firecrawl), [Pipedream](https://pipedream.com/apps/firecrawl/) - [x] **Others**: [Zapier](https://zapier.com/apps/firecrawl/integrations), [Pabbly Connect](https://www.pabbly.com/connect/integrations/firecrawl/) - [ ] Want an SDK or Integration? Let us know by opening an issue. To run locally, refer to guide [here](https://github.com/mendableai/firecrawl/blob/main/CONTRIBUTING.md). ### API Key To use the API, you need to sign up on [Firecrawl](https://firecrawl.dev) and get an API key. ### Features - [**Scrape**](#scraping): scrapes a URL and get its content in LLM-ready format (markdown, structured data via [LLM Extract](#llm-extraction-beta), screenshot, html) - [**Crawl**](#crawling): scrapes all the URLs of a web page and return content in LLM-ready format - [**Map**](#map-alpha): input a website and get all the website urls - extremely fast ### Powerful Capabilities - **LLM-ready formats**: markdown, structured data, screenshot, HTML, links, metadata - **The hard stuff**: proxies, anti-bot mechanisms, dynamic content (js-rendered), output parsing, orchestration - **Customizability**: exclude tags, crawl behind auth walls with custom headers, max crawl depth, etc... - **Media parsing**: pdfs, docx, images - **Reliability first**: designed to get the data you need - no matter how hard it is - **Actions**: click, scroll, input, wait and more before extracting data - **Batching (New)**: scrape thousands of URLs at the same time with a new async endpoint. You can find all of Firecrawl's capabilities and how to use them in our [documentation](https://docs.firecrawl.dev) ### Crawling Used to crawl a URL and all accessible subpages. This submits a crawl job and returns a job ID to check the status of the crawl. ```bash curl -X POST https://api.firecrawl.dev/v1/crawl \ -H 'Content-Type: application/json' \ -H 'Authorization: Bearer fc-YOUR_API_KEY' \ -d '{ "url": "https://docs.firecrawl.dev", "limit": 100, "scrapeOptions": { "formats": ["markdown", "html"] } }' ``` Returns a crawl job id and the url to check the status of the crawl. ```json { "success": true, "id": "123-456-789", "url": "https://api.firecrawl.dev/v1/crawl/123-456-789" } ``` ### Check Crawl Job Used to check the status of a crawl job and get its result. ```bash curl -X GET https://api.firecrawl.dev/v1/crawl/123-456-789 \ -H 'Content-Type: application/json' \ -H 'Authorization: Bearer YOUR_API_KEY' ``` ```json { "status": "completed", "total": 36, "creditsUsed": 36, "expiresAt": "2024-00-00T00:00:00.000Z", "data": [ { "markdown": "[Firecrawl Docs home page!...", "html": "<!DOCTYPE html><html lang=\"en\" class=\"js-focus-visible lg:[--scroll-mt:9.5rem]\" data-js-focus-visible=\"\">...", "metadata": { "title": "Build a 'Chat with website' using Groq Llama 3 | Firecrawl", "language": "en", "sourceURL": "https://docs.firecrawl.dev/learn/rag-llama3", "description": "Learn how to use Firecrawl, Groq Llama 3, and Langchain to build a 'Chat with your website' bot.", "ogLocaleAlternate": [], "statusCode": 200 } } ] } ``` ### Scraping Used to scrape a URL and get its content in the specified formats. ```bash curl -X POST https://api.firecrawl.dev/v1/scrape \ -H 'Content-Type: application/json' \ -H 'Authorization: Bearer YOUR_API_KEY' \ -d '{ "url": "https://docs.firecrawl.dev", "formats" : ["markdown", "html"] }' ``` Response: ```json { "success": true, "data": { "markdown": "Launch Week I is here! [See our Day 2 Release 🚀](https://www.firecrawl.dev/blog/launch-week-i-day-2-doubled-rate-limits)[💥 Get 2 months free...", "html": "<!DOCTYPE html><html lang=\"en\" class=\"light\" style=\"color-scheme: light;\"><body class=\"__variable_36bd41 __variable_d7dc5d font-inter ...", "metadata": { "title": "Home - Firecrawl", "description": "Firecrawl crawls and converts any website into clean markdown.", "language": "en", "keywords": "Firecrawl,Markdown,Data,Mendable,Langchain", "robots": "follow, index", "ogTitle": "Firecrawl", "ogDescription": "Turn any website into LLM-ready data.", "ogUrl": "https://www.firecrawl.dev/", "ogImage": "https://www.firecrawl.dev/og.png?123", "ogLocaleAlternate": [], "ogSiteName": "Firecrawl", "sourceURL": "https://firecrawl.dev", "statusCode": 200 } } } ``` ### Map (Alpha) Used to map a URL and get urls of the website. This returns most links present on the website. ```bash cURL curl -X POST https://api.firecrawl.dev/v1/map \ -H 'Content-Type: application/json' \ -H 'Authorization: Bearer YOUR_API_KEY' \ -d '{ "url": "https://firecrawl.dev" }' ``` Response: ```json { "status": "success", "links": [ "https://firecrawl.dev", "https://www.firecrawl.dev/pricing", "https://www.firecrawl.dev/blog", "https://www.firecrawl.dev/playground", "https://www.firecrawl.dev/smart-crawl", ] } ``` #### Map with search Map with `search` param allows you to search for specific urls inside a website. ```bash cURL curl -X POST https://api.firecrawl.dev/v1/map \ -H 'Content-Type: application/json' \ -H 'Authorization: Bearer YOUR_API_KEY' \ -d '{ "url": "https://firecrawl.dev", "search": "docs" }' ``` Response will be an ordered list from the most relevant to the least relevant. ```json { "status": "success", "links": [ "https://docs.firecrawl.dev", "https://docs.firecrawl.dev/sdks/python", "https://docs.firecrawl.dev/learn/rag-llama3", ] } ``` ### LLM Extraction (Beta) Used to extract structured data from scraped pages. ```bash curl -X POST https://api.firecrawl.dev/v1/scrape \ -H 'Content-Type: application/json' \ -H 'Authorization: Bearer YOUR_API_KEY' \ -d '{ "url": "https://www.mendable.ai/", "formats": ["extract"], "extract": { "schema": { "type": "object", "properties": { "company_mission": { "type": "string" }, "supports_sso": { "type": "boolean" }, "is_open_source": { "type": "boolean" }, "is_in_yc": { "type": "boolean" } }, "required": [ "company_mission", "supports_sso", "is_open_source", "is_in_yc" ] } } }' ``` ```json { "success": true, "data": { "content": "Raw Content", "metadata": { "title": "Mendable", "description": "Mendable allows you to easily build AI chat applications. Ingest, customize, then deploy with one line of code anywhere you want. Brought to you by SideGuide", "robots": "follow, index", "ogTitle": "Mendable", "ogDescription": "Mendable allows you to easily build AI chat applications. Ingest, customize, then deploy with one line of code anywhere you want. Brought to you by SideGuide", "ogUrl": "https://mendable.ai/", "ogImage": "https://mendable.ai/mendable_new_og1.png", "ogLocaleAlternate": [], "ogSiteName": "Mendable", "sourceURL": "https://mendable.ai/" }, "llm_extraction": { "company_mission": "Train a secure AI on your technical resources that answers customer and employee questions so your team doesn't have to", "supports_sso": true, "is_open_source": false, "is_in_yc": true } } } ``` ### Extracting without a schema (New) You can now extract without a schema by just passing a `prompt` to the endpoint. The llm chooses the structure of the data. ```bash curl -X POST https://api.firecrawl.dev/v1/scrape \ -H 'Content-Type: application/json' \ -H 'Authorization: Bearer YOUR_API_KEY' \ -d '{ "url": "https://docs.firecrawl.dev/", "formats": ["extract"], "extract": { "prompt": "Extract the company mission from the page." } }' ``` ### Interacting with the page with Actions (Cloud-only) Firecrawl allows you to perform various actions on a web page before scraping its content. This is particularly useful for interacting with dynamic content, navigating through pages, or accessing content that requires user interaction. Here is an example of how to use actions to navigate to google.com, search for Firecrawl, click on the first result, and take a screenshot. ```bash curl -X POST https://api.firecrawl.dev/v1/scrape \ -H 'Content-Type: application/json' \ -H 'Authorization: Bearer YOUR_API_KEY' \ -d '{ "url": "google.com", "formats": ["markdown"], "actions": [ {"type": "wait", "milliseconds": 2000}, {"type": "click", "selector": "textarea[title=\"Search\"]"}, {"type": "wait", "milliseconds": 2000}, {"type": "write", "text": "firecrawl"}, {"type": "wait", "milliseconds": 2000}, {"type": "press", "key": "ENTER"}, {"type": "wait", "milliseconds": 3000}, {"type": "click", "selector": "h3"}, {"type": "wait", "milliseconds": 3000}, {"type": "screenshot"} ] }' ``` ### Batch Scraping Multiple URLs (New) You can now batch scrape multiple URLs at the same time. It is very similar to how the /crawl endpoint works. It submits a batch scrape job and returns a job ID to check the status of the batch scrape. ```bash curl -X POST https://api.firecrawl.dev/v1/batch/scrape \ -H 'Content-Type: application/json' \ -H 'Authorization: Bearer YOUR_API_KEY' \ -d '{ "urls": ["https://docs.firecrawl.dev", "https://docs.firecrawl.dev/sdks/overview"], "formats" : ["markdown", "html"] }' ``` ### Search (v0) (Beta) Used to search the web, get the most relevant results, scrape each page and return the markdown. ```bash curl -X POST https://api.firecrawl.dev/v0/search \ -H 'Content-Type: application/json' \ -H 'Authorization: Bearer YOUR_API_KEY' \ -d '{ "query": "firecrawl", "pageOptions": { "fetchPageContent": true // false for a fast serp api } }' ``` ```json { "success": true, "data": [ { "url": "https://mendable.ai", "markdown": "# Markdown Content", "provider": "web-scraper", "metadata": { "title": "Mendable | AI for CX and Sales", "description": "AI for CX and Sales", "language": null, "sourceURL": "https://www.mendable.ai/" } } ] } ``` ## Using Python SDK ### Installing Python SDK ```bash pip install firecrawl-py ``` ### Crawl a website ```python from firecrawl.firecrawl import FirecrawlApp app = FirecrawlApp(api_key="fc-YOUR_API_KEY") # Scrape a website: scrape_status = app.scrape_url( 'https://firecrawl.dev', params={'formats': ['markdown', 'html']} ) print(scrape_status) # Crawl a website: crawl_status = app.crawl_url( 'https://firecrawl.dev', params={ 'limit': 100, 'scrapeOptions': {'formats': ['markdown', 'html']} }, poll_interval=30 ) print(crawl_status) ``` ### Extracting structured data from a URL With LLM extraction, you can easily extract structured data from any URL. We support pydantic schemas to make it easier for you too. Here is how you to use it: ```python from firecrawl.firecrawl import FirecrawlApp app = FirecrawlApp(api_key="fc-YOUR_API_KEY") class ArticleSchema(BaseModel): title: str points: int by: str commentsURL: str class TopArticlesSchema(BaseModel): top: List[ArticleSchema] = Field(..., max_items=5, description="Top 5 stories") data = app.scrape_url('https://news.ycombinator.com', { 'formats': ['extract'], 'extract': { 'schema': TopArticlesSchema.model_json_schema() } }) print(data["extract"]) ``` ## Using the Node SDK ### Installation To install the Firecrawl Node SDK, you can use npm: ```bash npm install @mendable/firecrawl-js ``` ### Usage 1. Get an API key from [firecrawl.dev](https://firecrawl.dev) 2. Set the API key as an environment variable named `FIRECRAWL_API_KEY` or pass it as a parameter to the `FirecrawlApp` class. ```js import FirecrawlApp, { CrawlParams, CrawlStatusResponse } from '@mendable/firecrawl-js'; const app = new FirecrawlApp({apiKey: "fc-YOUR_API_KEY"}); // Scrape a website const scrapeResponse = await app.scrapeUrl('https://firecrawl.dev', { formats: ['markdown', 'html'], }); if (scrapeResponse) { console.log(scrapeResponse) } // Crawl a website const crawlResponse = await app.crawlUrl('https://firecrawl.dev', { limit: 100, scrapeOptions: { formats: ['markdown', 'html'], } } satisfies CrawlParams, true, 30) satisfies CrawlStatusResponse; if (crawlResponse) { console.log(crawlResponse) } ``` ### Extracting structured data from a URL With LLM extraction, you can easily extract structured data from any URL. We support zod schema to make it easier for you too. Here is how to use it: ```js import FirecrawlApp from "@mendable/firecrawl-js"; import { z } from "zod"; const app = new FirecrawlApp({ apiKey: "fc-YOUR_API_KEY" }); // Define schema to extract contents into const schema = z.object({ top: z .array( z.object({ title: z.string(), points: z.number(), by: z.string(), commentsURL: z.string(), }) ) .length(5) .describe("Top 5 stories on Hacker News"), }); const scrapeResult = await app.scrapeUrl("https://news.ycombinator.com", { extractorOptions: { extractionSchema: schema }, }); console.log(scrapeResult.data["llm_extraction"]); ``` ## Open Source vs Cloud Offering Firecrawl is open source available under the AGPL-3.0 license. To deliver the best possible product, we offer a hosted version of Firecrawl alongside our open-source offering. The cloud solution allows us to continuously innovate and maintain a high-quality, sustainable service for all users. Firecrawl Cloud is available at [firecrawl.dev](https://firecrawl.dev) and offers a range of features that are not available in the open source version:  ## Contributing We love contributions! Please read our [contributing guide](CONTRIBUTING.md) before submitting a pull request. If you'd like to self-host, refer to the [self-hosting guide](SELF_HOST.md). _It is the sole responsibility of the end users to respect websites' policies when scraping, searching and crawling with Firecrawl. Users are advised to adhere to the applicable privacy policies and terms of use of the websites prior to initiating any scraping activities. By default, Firecrawl respects the directives specified in the websites' robots.txt files when crawling. By utilizing Firecrawl, you expressly agree to comply with these conditions._ ## Contributors <a href="https://github.com/mendableai/firecrawl/graphs/contributors"> <img alt="contributors" src="https://contrib.rocks/image?repo=mendableai/firecrawl"/> </a> ## License Disclaimer This project is primarily licensed under the GNU Affero General Public License v3.0 (AGPL-3.0), as specified in the LICENSE file in the root directory of this repository. However, certain components of this project are licensed under the MIT License. Refer to the LICENSE files in these specific directories for details. Please note: - The AGPL-3.0 license applies to all parts of the project unless otherwise specified. - The SDKs and some UI components are licensed under the MIT License. Refer to the LICENSE files in these specific directories for details. - When using or contributing to this project, ensure you comply with the appropriate license terms for the specific component you are working with. For more details on the licensing of specific components, please refer to the LICENSE files in the respective directories or contact the project maintainers. <p align="right" style="font-size: 14px; color: #555; margin-top: 20px;"> <a href="#readme-top" style="text-decoration: none; color: #007bff; font-weight: bold;"> ↑ Back to Top ↑ </a> </p> ", Assign "at most 3 tags" to the expected json: {"id":"9416","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"