From bdc483993db58b42cb5940860f2b7339bc10c4d8 Mon Sep 17 00:00:00 2001
From: Jonathan Lucas <bucolucas@gmail.com>
Date: Mon, 28 Oct 2024 17:56:06 -0500
Subject: [PATCH] Added standalone llm

---
 tools/standalone_llm_tool.py | 58 ++++++++++++++++++++++++++++++++++++
 1 file changed, 58 insertions(+)
 create mode 100644 tools/standalone_llm_tool.py

diff --git a/tools/standalone_llm_tool.py b/tools/standalone_llm_tool.py
new file mode 100644
index 0000000..1b712ce
--- /dev/null
+++ b/tools/standalone_llm_tool.py
@@ -0,0 +1,58 @@
+from .base_tool import BaseTool
+import os
+import json
+import logging
+from openai import OpenAI
+
+class StandaloneLLMTool(BaseTool):
+    def __init__(self):
+        self.client = OpenAI(api_key=os.environ.get("OPENAI_API_KEY"))
+
+    def clear(self):
+        pass
+
+    def get_functions(self):
+        return [
+            {
+                "name": "call_external_llm",
+                "description": "Call an external language model",
+                "parameters": {
+                    "type": "object",
+                    "properties": {
+                        "prompt": {
+                            "type": "string",
+                            "description": "The prompt you are providing"
+                        },
+                        "model": {
+                            "type": "string",
+                            "description": "The model to use for generating the detailed instructions. Use mini for most coding tasks, preview when needing sophisticated reasoning",
+                            "enum": ["o1-mini", "o1-preview"],
+                            "default": "o1-mini"
+                        },
+                        "max_tokens": {
+                            "type": "integer",
+                            "description": "The maximum number of tokens to use for generating the detailed instructions. Default is 16384.",
+                        }
+                    },
+                    "required": ["prompt"]
+                }
+            }
+        ]
+
+    def execute(self, function_name, **kwargs):
+        if function_name == "call_external_llm":
+            return self.call_external_llm(kwargs.get("prompt"), kwargs.get("model"), kwargs.get("max_tokens"))
+        else:
+            error_message = f"Unknown function: {function_name}"
+            logging.error(error_message)
+
+    def call_external_llm(self, prompt, model="o1-mini", max_tokens=16384):
+        logging.info(f"Calling external model: {model}")
+        response = self.client.completions.create(
+            model=model,
+            prompt=prompt,
+            max_tokens=max_tokens
+        )
+        token_amount = response.summary["total_tokens"]
+        logging.info("Response generated, {token_amount} tokens used.")
+        return response.choices[0].text
\ No newline at end of file