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Semantic Tool Agent

An agent that selects and chains the right tools via vector search, built to scale to thousands.

LangGraphFAISSPython

Overview#

An agent that picks and chains the right tools for a task using vector search over tool descriptions, designed to remain fast as the tool catalog grows into the thousands.

Highlights#

  • Vector search (FAISS) over tool embeddings for sub-linear tool selection.
  • LangGraph orchestration to chain selected tools into a plan.
  • Built with scale in mind: thousands of candidate tools.