
BLOG . LANGCHAIN . COM {
}
Detected CMS Systems:
- Hubspot (1 occurrences)
Title:
How Exa built a Web Research Multi-Agent System with LangGraph and LangSmith
Description:
See how Exa used LangGraph and LangSmith to build a multi-agent web research system to process research queries
Website Age:
5 years and 7 months (reg. 2019-12-03).
Matching Content Categories {π}
- Education
- Technology & Computing
- Careers
Content Management System {π}
What CMS is blog.langchain.com built with?
Blog.langchain.com operates using HUBSPOT.
Traffic Estimate {π}
What is the average monthly size of blog.langchain.com audience?
π¦ Initial Traffic: less than 1k visitors per month
Based on our best estimate, this website will receive around 19 visitors per month in the current month.
However, some sources were not loaded, we suggest to reload the page to get complete results.
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How Does Blog.langchain.com Make Money? {πΈ}
We see no obvious way the site makes money.
Many websites are intended to earn money, but some serve to share ideas or build connections. Websites exist for all kinds of purposes. This might be one of them. Blog.langchain.com has a secret sauce for making money, but we can't detect it yet.
Keywords {π}
research, langgraph, exa, system, exas, case, search, agent, studies, api, multiagent, read, min, agentic, reasoning, output, langsmith, deep, structured, tasks, systems, full, token, built, results, observability, content, langchain, build, queries, team, tools, design, task, usage, web, engineering, complex, architecture, building, maintains, context, key, visibility, unlike, workflows, format, scale, snippets, critical,
Topics {βοΈ}
production-ready multi-agent system multi-agent travel companion popular open-source integration ensuring cost-effective performance building multi-agent systems simple single-task queries content case studies high-quality search api complex deep-research architecture case study explores research queries daily long-running coding agents exa team read deep research agent system dynamically adjusts preserving research quality research-related tasks maintains full context independent research units structured information users requests full content architected agent flows agent ecosystem continues production deployment design specific task instructions deep research api simple auto-complete unlike rigid workflows deliver real business captide agents running delivering structured results production pricing models design choices mirror required output format intermediate reasoning states handles search content produce unstructured reports 10x productivity boost transforming government services agentic search api combined llm reasoning reliable output format original answers endpoint final cleaned outputs intentional context engineering research systems research agent building systems langchain-ai structured output
Schema {πΊοΈ}
Article:
context:https://schema.org
publisher:
type:Organization
name:LangChain Blog
url:https://blog.langchain.com/
logo:
type:ImageObject
url:https://blog.langchain.com/content/images/2024/03/LangChain-logo.png
author:
type:Person
name:LangChain
image:
type:ImageObject
url:https://blog.langchain.com/content/images/2023/01/parroticon.png
width:448
height:448
url:https://blog.langchain.com/author/langchain/
sameAs:
https://x.com/LangChainAI
headline:How Exa built a Web Research Multi-Agent System with LangGraph and LangSmith
url:https://blog.langchain.com/exa/
datePublished:2025-07-01T04:29:33.000Z
dateModified:2025-07-01T04:29:33.000Z
image:
type:ImageObject
url:https://blog.langchain.com/content/images/size/w1200/2025/06/Exa.png
width:1200
height:714
keywords:Case Studies
description:See how Exa used LangGraph and LangSmith to build a multi-agent web research system to process research queries
mainEntityOfPage:https://blog.langchain.com/exa/
Organization:
name:LangChain Blog
url:https://blog.langchain.com/
logo:
type:ImageObject
url:https://blog.langchain.com/content/images/2024/03/LangChain-logo.png
ImageObject:
url:https://blog.langchain.com/content/images/2024/03/LangChain-logo.png
url:https://blog.langchain.com/content/images/2023/01/parroticon.png
width:448
height:448
url:https://blog.langchain.com/content/images/size/w1200/2025/06/Exa.png
width:1200
height:714
Person:
name:LangChain
image:
type:ImageObject
url:https://blog.langchain.com/content/images/2023/01/parroticon.png
width:448
height:448
url:https://blog.langchain.com/author/langchain/
sameAs:
https://x.com/LangChainAI
External Links {π}(3)
Analytics and Tracking {π}
- Google Analytics
- Google Analytics 4
- Google Tag Manager
- HubSpot
- Site Verification - Google
CDN Services {π¦}
- Jsdelivr