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CodeLLM Core

The core of the CodeLLM system is responsible for orchestrating the agents and tools.

Architecture

The core of the system is composed of a few main components. It is designed to be extensible and pluggable. The main components are:

  • agent: Interface to the LLM provider and tools. It is responsible for taking a query, using an LLM to choose tools that gather data, and then sending the data to the provider to get a response.
  • importer: Responsible for running the import functions for each available tool.
  • llm: Manages the available llm providers in an extensible way.
  • prompt: Responsible for building a prompt for the LLM provider using langchain prompts.
  • tool: Manages the available tools in an extensible way.
  • vectorDb: Manages the vector database that stores embeddings of code files and other data.