Olostep × LangChain
Build AI agents with live web data
About
What is Olostep?
Olostep is the most reliable and cost-effective web data API that lets companies, developers and AI agents scrape, crawl, and search the web at scale — returning clean markdown, screenshot, structured JSON, or AI-powered answers from any URL.
What is LangChain?
LangChain is an open-source Python and JavaScript framework for building LLM-powered applications, including agents, RAG pipelines, and multi-step AI workflows.
Capabilities
What you can do
Scrape & crawl any website
Extract clean markdown, HTML, or JSON from single URLs or autonomously crawl entire domains — with JS rendering and residential IPs included.
Batch-process thousands of URLs
Submit up to 10,000 URLs in a single batch job. Results complete in 5–8 minutes, perfect for large-scale RAG ingestion.
AI-powered web search
Let your agent search the web and get structured answers with cited sources using the answer_question tool.
Getting started
Connect in minutes
Add Olostep to LangChain with a single config.
pip install langchain-olostep
# Then set your API key
export OLOSTEP_API_KEY="your_olostep_api_key_here"Get your API key from the Olostep dashboard. Free tier includes 500 requests — no credit card required.
Use Cases
What teams build with it
RAG pipeline data ingestion
Crawl documentation sites, blogs, or knowledge bases and ingest the results into your vector store for retrieval-augmented generation.
Company data enrichment
Build agents that look up companies, extract structured data from their websites, and enrich your CRM or spreadsheet automatically.
Autonomous research agents
Combine extract_urls, scrape_batch, and answer_question into a LangGraph workflow that researches any topic end-to-end.
FAQ
Frequently asked questions
How do I use Olostep with LangChain?
Install langchain-olostep via pip, set your OLOSTEP_API_KEY environment variable, and import the tools (scrape_website, answer_question, extract_urls, scrape_batch, crawl_website). Pass them to any LangChain agent or LangGraph workflow using the standard tools interface.
Does langchain-olostep work with LangGraph?
Yes. All Olostep LangChain tools are fully compatible with LangGraph. You can use them as nodes in a StateGraph workflow — for example, a discover → scrape → analyze pipeline that autonomously researches any topic.
What output formats does the LangChain integration support?
The scrape_website and scrape_batch tools support markdown, html, json, and text output formats. Markdown is recommended for LLM consumption, while JSON is useful for structured extraction pipelines.
Can I use Olostep tools with OpenAI function calling through LangChain?
Yes. Olostep tools are standard LangChain tool objects and work with any LangChain-compatible LLM, including OpenAI models that support function calling or tool use.
Start using Olostep with LangChain
500 free credits to get started — no credit card required. Full documentation available in the Olostep docs.
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