loki/docs/AICHAT-MIGRATION.md

AIChat to Loki Migration Guide

Loki originally started as a fork of AIChat but has since evolved into its own separate project with separate goals.

As a result, there's some changes you'll need to make to your AIChat configuration to be able to use Loki.

Be sure you've run loki at least once so that the Loki configuration directory and subdirectories exist and is populated with the built-in defaults.

Global Configuration File

You should be able to copy/paste your AIChat configuration file into your Loki configuration directory. Since the location of the Loki configuration directory varies between systems, you can use the following command to locate your config directory:

loki --info | grep 'config_dir' | awk '{print $2}'

Then, you'll need to make the following changes:

• function_calling -> function_calling_support
• use_tools -> enabled_tools
• agent_prelude -> agent_session
• compress_threshold -> compression_threshold
• summarize_prompt -> summarization_prompt
• summary_prompt -> summary_context_prompt

Roles

Locate your roles directory using the following command:

loki --info | grep 'roles_dir' | awk '{print $2}'

Update any roles that have use_tools to enabled_tools.

Sessions

Locate your sessions directory using the following command:

loki --info | grep 'sessions_dir' | awk '{print $2}'

Update the following settings:

• use_tools -> enabled_tools
• compress_threshold -> compression_threshold
• summarize_prompt -> summarization_prompt
• summary_prompt -> summary_context_prompt

---

LLM Functions Changes

Probably the most significant difference between AIChat and Loki is how tools are handled. So if you cloned the llm-functions repo, you'll need to make the following changes.

Note: JavaScript functions are not supported in Loki.

The following guide assumes you're using the llm-functions repository as your base for custom functions, and thus follows that directory structure.

Agents

Agents are now all handled in one place: the agents directory (<loki-config-dir>/agents):

loki --info | grep 'agents_dir' | awk '{print $2}'

And instead of separate index.yaml and config.yaml files, they're now both in a single config.yaml file.

So now for all of your agents, copy all the contents of those directories to the corresponding directory in the Loki agents directory. Then make the following changes:

• Copy the contents of your <aichat-config-dir>/functions/agents directory into <loki-config-dir/agents
• Merge index.yaml into config.yaml
  • If you never created a custom config.yaml file, then simply rename index.yaml to config.yaml
  • If you've defined an agent_prelude, rename that field to agent_session
• Convert all JavaScript tools to either Python or Bash
• For Bash tools.sh: Remove the following line:

  eval "$(argc --argc-eval "$0" "$@")"
  

• Any tools.txt files you have that define what global functions the agent uses is now replaced by the global_tools field in the agent's config.yaml. So for example: If your tools.txt looks like this:

  fs_mkdir.sh
  fs_ls.sh
  fs_patch.sh
  fs_cat.sh
  

  then you need to add the following to your agent's config.yaml:

  global_tools:
    - fs_mkdir.sh
    - fs_ls.sh
    - fs_patch.sh
    - fs_cat.sh
  

• If you have any bash tools.sh that depend on the utility scripts in the llm-functions repository, they've been replaced by built-in utility scripts. So use the following to replace any matching lines in your tools.sh files:

  ##################
  ## Scripts file ##
  ##################
  ROOT_DIR="${LLM_ROOT_DIR:-$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)}"
  # replace with
  source "$LLM_PROMPT_UTILS_FILE"
  
  #######################
  ## guard_path script ##
  #######################
  "$ROOT_DIR/utils/guard_path.sh"
  # replace with
  guard_path
  
  ############################
  ## guard_operation script ##
  ############################
  "$ROOT_DIR/utils/guard_operation.sh"
  # replace with
  guard_operation
  
  ######################
  ## patch.awk script ##
  ######################
  awk -f "$ROOT_DIR/utils/patch.awk"
  # replace with
  patch_file
  

When you're done with this migration, you should have the following:

• No more functions/agents directory
• No functions/agents.txt file (Loki assumes that if the agent directory exists, it is loadable)
• No <loki-config-dir>/agents/<agent-name>/tools.txt
• No <loki-config-dir>/agents/<agent-name>/index.yaml

Functions

Loki consolidates much of the llm-functions repo functionality into one binary. So this means

• There's no need to have argc installed anymore
• No separate repository to manage
• No tools.txt
• No functions.json
• No functions/mcp directory at all
• No functions/scripts

Here's how to migrate your functions over to Loki from the llm-functions repository.

• Copy your AIChat <aichat-config-dir>/functions directory into your Loki config directory
• Delete the following files and directories from your <loki-config-dir>/functions directory:
  • scripts/
  • agents.txt
  • functions.json
  • Argcfile.sh
  • README.md (irrelevant now)
  • LICENSE (irrelevant now)
  • utils/guard_operation.sh
  • utils/guard_path.sh
  • utils/patch.awk
• Everything in tools.txt now lives in the global config file under the visible_tools setting:

  get_current_weather.sh
  execute_command.sh
  web_search.sh
  #execute_py_code.py
  query_jira_issues.sh
  

  becomes the following in your <loki-config-dir>/config.yaml

  visible_tools:
    - get_current_weather.sh
    - execute_command.sh
    - web_search.sh
    # - web_search.sh
    - query_jira_issues.sh
  

• If you've defined a functions/mcp.json file, you can leave it alone.
• Similarly to agents, if you have any bash tools.sh that depend on the utility scripts in the llm-functions repository, they've been replaced by built-in utility scripts. So use the following to replace any matching lines in your tools.sh files:

  ##################
  ## Scripts file ##
  ##################
  ROOT_DIR="${LLM_ROOT_DIR:-$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)}"
  # replace with
  source "$LLM_PROMPT_UTILS_FILE"
  
  #######################
  ## guard_path script ##
  #######################
  "$ROOT_DIR/utils/guard_path.sh"
  # replace with
  guard_path
  
  ############################
  ## guard_operation script ##
  ############################
  "$ROOT_DIR/utils/guard_operation.sh"
  # replace with
  guard_operation
  
  ######################
  ## patch.awk script ##
  ######################
  awk -f "$ROOT_DIR/utils/patch.awk"
  # replace with
  patch_file
  

Refer to the custom bash tools docs to learn how to compile and test bash tools in Loki without needing to use argc.