Agents are one other great point in artificial intelligence. Some define these “agents” in a different way than others, but the general idea is that they are AI powered tools that may perform tasks autonomously.
The agent’s hype achieved a fever, but one startup was relatively early to play: Llamrandex. Founded by former research scientists, Uber Jerry Liu and Simon Suo in 2023, Llammaandex allows programmers to build non -standard agents over unstructured data.
“Llamrandex began as an open source toy project in November 2022.” Liu Techcrunch said. “I was deeply interested in understanding how large language models (LLM) can be used in addition to reserved data outside their training set, and built an initial set of tools enabling programmers to index and include data in LLM applications.”
By using the Open Source Llamaadex software, which gathered thousands and thousands of downloads on GitHub, developers can create custom agents who can separate information, generate reports and insights and take specific actions. Llamrandex provides data connectors and tools akin to Llamaparse, which transforms unstructured data into a structured format that may be used in individual AI applications.
Llamrandex differentiates, although there are other open source frames for the construction of AI agents, it is diverse by the data consumption package, data management, data indexing and download. It can mix data from files akin to PDF and PowerPoint presentations, in addition to applications akin to concept and slack, with an agent.
Liu said Salesforce, KPMG and Carlyle belong to firms using Llamaandex.
“All these competitive solutions solve specific problems in various parts of the AI generative stack, but then the developer’s duty is to combine crushed solutions to create a working agent,” Liu added. “This is a significant pain that hinders shipping agents for production. Llamaindex has made our mission to provide the safest, accurate and easy to use platform for building comprehensive knowledge agents. “
The next chapter Llamaindex is a company service built in addition to the company’s Open Source offers. Called Llamacloud, allows clients to create agents experienced in clouds who can cooperate and manipulate unstructured data in various formats.
Llamacloud may be implemented using the software installation as a service or in a virtual private cloud, and has functions, including control -based access control and single login, said Liu.
Partly, to help finance the development of Llamacloud, Llamaandex recently collected $ 19 million in the A -Series financing round, led by Norwest Venture Partners, in addition to participation in Greylock. The latest money brings total Llamaindex funds increased to $ 27.5 million, and Liu claims that it should be used to expand the 20-person team and the development of the Llamaindex product.
“We have a sufficient start path to lead us to the initial commercial expansion of our platform,” Liu said. “We bet the future in which developers play a big role in providing Genai applications in the enterprise.”