feat: allow to load tools from external modules

Author: jrmi

docs/config.rst

@@ -42,6 +42,11 @@ Here is an example:
     #MODEL = "local/<model-name>"
     #OPENAI_BASE_URL = "http://localhost:11434/v1"
 
+    # Uncomment to change tool configuration
+    #TOOL_FORMAT = "markdown" # Select the tool formal. One of `markdown`, `xml`, `tool`
+    #TOOL_ALLOW_LIST = "save,append,patch,python" # Comma separated list of allowed tools
+    #TOOL_MODULES = "gptme.tools,custom.tools" # List of python comma separated python module path
+
 The ``prompt`` section contains options for the prompt.
 
 The ``env`` section contains environment variables that gptme will fall back to if they are not set in the shell environment. This is useful for setting the default model and API keys for :doc:`providers`.

docs/custom_tool.rst

@@ -0,0 +1,83 @@
+Creating a Custom Tool for gptme
+=================================
+
+Introduction
+------------
+In gptme, a custom tool allows you to extend the functionality of the assistant by
+defining new tools that can be executed.
+This guide will walk you through the process of creating and registering a custom tool.
+
+Creating a Custom Tool
+-----------------------
+To create a custom tool, you need to define a new instance of the `ToolSpec` class.
+This class requires several parameters:
+
+- **name**: The name of the tool.
+- **desc**: A description of what the tool does.
+- **instructions**: Instructions on how to use the tool.
+- **examples**: Example usage of the tool.
+- **execute**: A function that defines the tool's behavior when executed.
+- **block_types**: The block types to detects.
+- **parameters**: A list of parameters that the tool accepts.
+
+Here is a basic example of defining a custom tool:
+
+.. code-block:: python
+
+    import random
+    from gptme.tools import ToolSpec, Parameter, ToolUse
+    from gptme.message import Message
+
+    def execute(code, args, kwargs, confirm):
+
+        if code is None and kwargs is not None:
+            code = kwargs.get('side_count')
+
+        yield Message('system', f"Result: {random.randint(1,code)}")
+
+    def examples(tool_format):
+        return f"""
+    > User: Throw a dice and give me the result.
+    > Assistant:
+    {ToolUse("dice", [], "6").to_output(tool_format)}
+    > System: 3
+    > assistant: The result is 3
+    """.strip()
+
+    tool = ToolSpec(
+        name="dice",
+        desc="A dice simulator.",
+        instructions="This tool generate a random integer value like a dice.",
+        examples=examples,
+        execute=execute,
+        block_types=["dice"],
+        parameters=[
+            Parameter(
+                name="side_count",
+                type="integer",
+                description="The number of faces of the dice to throw.",
+                required=True,
+            ),
+        ],
+    )
+
+Registering the Tool
+---------------------
+To ensure your tool is available for use, you can specify the module in the `TOOL_MODULES` env variable or
+setting in your :doc:`project configuration file <config>`, which will automatically load your custom tools.
+
+.. code-block:: toml
+
+    TOOL_MODULES = "gptme.tools,path.to.your.custom_tool_module"
+
+Don't remove the `gptme.tools` package unless you know exactly what you are doing.
+
+Ensure your module is in the Python path by either installing it (e.g., with `pip install .`) or
+by temporarily modifying the `PYTHONPATH` environment variable. For example:
+
+.. code-block:: bash
+
+    export PYTHONPATH=$PYTHONPATH:/path/to/your/module
+
+
+This lets Python locate your module during development and testing without requiring installation.

docs/index.rst

@@ -37,6 +37,7 @@ See the `README <https://github.com/ErikBjare/gptme/blob/master/README.md>`_ fil
    evals
    bot
    finetuning
+   custom_tool
    arewetiny
    timeline
    alternatives

gptme/chat.py

@@ -4,11 +4,13 @@
 import re
 import sys
 import termios
+from typing import cast
 import urllib.parse
 from collections.abc import Generator
 from pathlib import Path
 
 from .commands import action_descriptions, execute_cmd
+from .config import get_config
 from .constants import PROMPT_USER
 from .init import init
 from .llm import reply
@@ -19,11 +21,12 @@
 from .tools import (
     ToolFormat,
     ToolUse,
-    execute_msg,
     has_tool,
-    loaded_tools,
+    get_tools,
+    execute_msg,
+    ConfirmFunc,
+    set_tool_format,
 )
-from .tools.base import ConfirmFunc
 from .tools.browser import read_url
 from .util import console, path_with_tilde, print_bell
 from .util.ask_execute import ask_execute
@@ -46,7 +49,7 @@ def chat(
     show_hidden: bool = False,
     workspace: Path | None = None,
     tool_allowlist: list[str] | None = None,
-    tool_format: ToolFormat = "markdown",
+    tool_format: ToolFormat | None = None,
 ) -> None:
     """
     Run the chat loop.
@@ -71,6 +74,15 @@ def chat(
     console.log(f"Using logdir {path_with_tilde(logdir)}")
     manager = LogManager.load(logdir, initial_msgs=initial_msgs, create=True)
 
+    config = get_config()
+    tool_format_with_default: ToolFormat = tool_format or cast(
+        ToolFormat, config.get_env("TOOL_FORMAT", "markdown")
+    )
+
+    # By defining the tool_format at the last moment we ensure we can use the
+    # configuration for subagent
+    set_tool_format(tool_format_with_default)
+
     # change to workspace directory
     # use if exists, create if @log, or use given path
     log_workspace = logdir / "workspace"
@@ -128,7 +140,7 @@ def confirm_func(msg) -> bool:
                                 manager.log,
                                 stream,
                                 confirm_func,
-                                tool_format,
+                                tool_format_with_default,
                                 workspace,
                             )
                         )
@@ -177,7 +189,7 @@ def confirm_func(msg) -> bool:
         # ask for input if no prompt, generate reply, and run tools
         clear_interruptible()  # Ensure we're not interruptible during user input
         for msg in step(
-            manager.log, stream, confirm_func, tool_format, workspace
+            manager.log, stream, confirm_func, tool_format_with_default, workspace
         ):  # pragma: no cover
             manager.append(msg)
             # run any user-commands, if msg is from user
@@ -189,7 +201,7 @@ def step(
     log: Log | list[Message],
     stream: bool,
     confirm: ConfirmFunc,
-    tool_format: ToolFormat = "markdown",
+    tool_format: ToolFormat,
     workspace: Path | None = None,
 ) -> Generator[Message, None, None]:
     """Runs a single pass of the chat."""
@@ -222,7 +234,7 @@ def step(
 
         tools = None
         if tool_format == "tool":
-            tools = [t for t in loaded_tools if t.is_runnable()]
+            tools = [t for t in get_tools() if t.is_runnable()]
 
         # generate response
         msg_response = reply(msgs, get_model().model, stream, tools)

gptme/cli.py

@@ -11,9 +11,9 @@
 import click
 from pick import pick
 
-from gptme.config import get_config
 
 from .chat import chat
+from .config import get_config
 from .commands import _gen_help
 from .constants import MULTIPROMPT_SEPARATOR
 from .dirs import get_logs_dir
@@ -22,12 +22,7 @@
 from .logmanager import ConversationMeta, get_user_conversations
 from .message import Message
 from .prompts import get_prompt
-from .tools import (
-    ToolFormat,
-    ToolSpec,
-    init_tools,
-    set_tool_format,
-)
+from .tools import ToolFormat, init_tools, get_available_tools
 from .util import epoch_to_age
 from .util.generate_name import generate_name
 from .util.interrupt import handle_keyboard_interrupt, set_interruptible
@@ -39,7 +34,7 @@
 script_path = Path(os.path.realpath(__file__))
 commands_help = "\n".join(_gen_help(incl_langtags=False))
 available_tool_names = ", ".join(
-    sorted([tool.name for tool in ToolSpec.get_tools().values() if tool.available])
+    sorted([tool.name for tool in get_available_tools() if tool.available])
 )
 
 
@@ -187,8 +182,7 @@ def main(
 
     config = get_config()
 
-    tool_format = tool_format or config.get_env("TOOL_FORMAT") or "markdown"
-    set_tool_format(tool_format)
+    tool_format = tool_format or config.get_env("TOOL_FORMAT", "markdown")
 
     # early init tools to generate system prompt
     init_tools(frozenset(tool_allowlist) if tool_allowlist else None)

gptme/commands.py

@@ -15,8 +15,7 @@
     print_msg,
     toml_to_msgs,
 )
-from .tools import ToolUse, execute_msg, loaded_tools
-from .tools.base import ConfirmFunc, get_tool_format
+from .tools import ToolUse, execute_msg, get_tools, ConfirmFunc, get_tool_format
 from .util.export import export_chat_to_html
 from .util.useredit import edit_text_with_editor
 from .util.cost import log_costs
@@ -138,7 +137,7 @@ def handle_cmd(
         case "tools":
             manager.undo(1, quiet=True)
             print("Available tools:")
-            for tool in loaded_tools:
+            for tool in get_tools():
                 print(
                     f"""
   # {tool.name}
@@ -220,7 +219,7 @@ def _gen_help(incl_langtags: bool = True) -> Generator[str, None, None]:
         yield "  /python print('hello')"
         yield ""
         yield "Supported langtags:"
-        for tool in loaded_tools:
+        for tool in get_tools():
             if tool.block_types:
                 yield f"  - {tool.block_types[0]}" + (
                     f"  (alias: {', '.join(tool.block_types[1:])})"

gptme/config.py

@@ -19,11 +19,11 @@ class Config:
     env: dict
 
     def get_env(self, key: str, default: str | None = None) -> str | None:
-        """Gets an enviromnent variable, checks the config file if it's not set in the environment."""
+        """Gets an environment variable, checks the config file if it's not set in the environment."""
         return os.environ.get(key) or self.env.get(key) or default
 
     def get_env_required(self, key: str) -> str:
-        """Gets an enviromnent variable, checks the config file if it's not set in the environment."""
+        """Gets an environment variable, checks the config file if it's not set in the environment."""
         if val := os.environ.get(key) or self.env.get(key):
             return val
         raise KeyError(  # pragma: no cover

gptme/llm/llm_anthropic.py

@@ -12,7 +12,7 @@
 
 from ..constants import TEMPERATURE, TOP_P
 from ..message import Message, msgs2dicts
-from ..tools.base import Parameter, ToolSpec
+from ..tools import Parameter, ToolSpec
 
 if TYPE_CHECKING:
     # noreorder

gptme/llm/llm_openai.py

@@ -7,7 +7,7 @@
 from ..config import Config
 from ..constants import TEMPERATURE, TOP_P
 from ..message import Message, msgs2dicts
-from ..tools.base import Parameter, ToolSpec
+from ..tools import Parameter, ToolSpec
 from .models import Provider, get_model
 
 if TYPE_CHECKING:

gptme/prompts.py

@@ -199,14 +199,14 @@ def prompt_tools(
     examples: bool = True, tool_format: ToolFormat = "markdown"
 ) -> Generator[Message, None, None]:
     """Generate the tools overview prompt."""
-    from .tools import loaded_tools  # fmt: skip
+    from .tools import get_tools  # fmt: skip
 
-    assert loaded_tools, "No tools loaded"
+    assert get_tools(), "No tools loaded"
 
     use_tool = tool_format == "tool"
 
     prompt = "# Tools aliases" if use_tool else "# Tools Overview"
-    for tool in loaded_tools:
+    for tool in get_tools():
         if not use_tool or not tool.is_runnable():
             prompt += tool.get_tool_prompt(examples, tool_format)
 

gptme/server/api.py

@@ -24,8 +24,7 @@
 from ..llm.models import get_model
 from ..logmanager import LogManager, get_user_conversations, prepare_messages
 from ..message import Message
-from ..tools import execute_msg
-from ..tools.base import ToolUse
+from ..tools import ToolUse, execute_msg
 
 logger = logging.getLogger(__name__)