Agents are the next big thing in AI. Some determine these “factors” different from others, but the general idea is that they are tools that can perform AIs that can perform autonomous tasks.
The advertising campaign has reached a fever court, but a start was relatively early in the game: Llamaindex. Founded by former Uber Research scientists Jerry Liu and Simon Suo in 2023, Llamaindex allows developers to build custom agents in unstructured data.
“Llamaindex started as an open source game project in November 2022,” Liu told TechCrunch. “I was deeply interested in understanding how large linguistic models (LLMS) could be used above privately owned data outside their training set and created an original set of tools that allow developers to find and include data in LLM applications.”
Using Llamaindex’s open source software, which has garnered millions of downloads to Github, developers can create customized factors that can extract information, create reports and ideas and take specific actions. Llamaindex provides data connectors and utilities such as Llamaparse, which converts unstructured data into a structured format that can be used for specific AI applications.
While there are other open source frames for the construction of AI agents out there, Llamaindex is different from the suite of data ingestion, data management and data index and recovery solutions, Liu said. It can link data from files such as PDFS and PowerPoint presentations, as well as applications such as meaning and Slack, with an agent.
Salesforce, KPMG and Carlyle are among the companies using Llamaindex today, Liu said.
“All of these competitive solutions solve specific problems in various parts of the AI genetic stack, but then it is the responsibility of the developer to gather fragmented solutions to create a working agent,” Liu added. “This is an important point of pain that impedes shipping agents in production. Llamaindex made our mission to deliver the safest, accurate and easy to use platform for building agents from end to end.”
Llamaindex’s next chapter is a business service based on the top of the company’s open source bids. Called Llamacloud, it allows customers to create agents who can be accommodated by the cloud, which can operate and handle non -structured data in various forms.
LLAMACLOUD can be developed through software-as-service installation or in a virtual private cloud and features features, such as roles-based access control and a single connection, Liu said.
In part to help finance Llamacloud’s growth, Llamaindex recently increased $ 19 million in a funding round of Series A -led by Norwest Venture Partners and saw Greylock participation. The new cash brings Llamaindex’s total funding to $ 27.5 million, and Liu says it will be used to expand the 20 Llamaindex team.
“We have enough corridor to lead us to the original commercial expansion of our platform,” Liu said. “We bet on a future where developers play an important role in providing Genai applications within the business.”
