AI Company Researcher

It can take several human hours to research the key information about a company and their key persons/decision makers. This app is built to automate this process and reduce this research and propsecting time to less than a minute using the power of AI agents.

The app is powered by: Techstack

LangGraph: An open-source framework for building LLM agents. LangGraph enables granular control over the agent's decision making and actions, including built in human-in-the-loop, state management, and streaming support.

FireCrawl: An AI-powered web scraping tool that can crawl websites and extract structured data from web pages in a format that is easy to use for LLM's.

Together, these technologies enable this app to have the following features:

• Web page structured data extraction: Using FireCrawl APIs, the agent can extract accurate information from a given web page.

• Conditional routes: LangGraph enables the agent to take different routes depending on the state of the agent.

• Fallback Web Search: The agent has the option to fallback to a search if it cannot find sufficient information from the web crawl extract.

• Human Review and Refinement: The workflow enables a human to review the generated report, make edits/recommendations, and re-generate the report again until they are satisfied to accept it.

• Effective state management: LangGraph enables the agent to effectively manage and update the state of the agent. For example, the agent can keep track of the number of revisions made by the human reviewer.