" - Tools: The tools the agent has available to use.\n",
" - LLMChain: The LLMChain that produces the text that is parsed in a certain way to determine which action to take.\n",
" - The agent class itself: this parses the output of the LLMChain to determin which action to take.\n",
" - The agent class itself: this parses the output of the LLMChain to determine which action to take.\n",
" \n",
" \n",
"In this notebook we walk through two types of custom agents. The first type shows how to create a custom LLMChain, but still use an existing agent class to parse the output. The second shows how to create a custom agent class."