Automated information extraction

The use of AI and large-language-models to automatically identify, retrieve, and structure data from unstructured sources such as text, audio, and images.

Notable Implementations

• Gemini 2.5 Multi-modal Researcher:
  • Built using LangChain and LangGraph.
  • Leverages Gemini 2.5 native multi-modal capabilities to perform comprehensive investigations and generate diverse outputs.
  • Workflow: Operates based on user-defined research topics (e.g., investigating the concept of LLMs as new operating systems).
  • Source: Langchain Video
  • Backlink: 2026 04 14 Langchain researcher with Gemini 25