Changed the url for the metaculus proxy

README.ipynb

@@ -50,7 +50,7 @@
     "\n",
     "Here are the tools most likely to be useful to you:\n",
     "- 🎯 **Forecasting Bot:** General Forecaster that integrates with the Metaculus AI benchmarking competition. You can forecast with a pre-existing bot or override the class to customize your own (without redoing all the API code, etc)\n",
-    "- 🔍 **Perplexity++ Smart Searcher:** An AI-powered internet-informed llm powered by Exa.ai. Its a better (but more expensive) alternative to Perplexity.ai that is configurable, more accurate, able to decide on filters, able to link to exact paragraphs, etc.\n",
+    "- 🔍 **Perplexity++ Smart Searcher:** An AI-powered internet-informed llm powered by Exa.ai. Its a better (but slightly more expensive) alternative to Perplexity.ai that is configurable, more accurate, able to decide on filters, able to link to exact paragraphs, etc.\n",
     "- 🔑 **Key Factor Analysis:** Key Factors Analysis for scoring, ranking, and prioritizing important variables in forecasting questions\n",
     "\n",
     "\n",

forecasting_tools/ai_models/metaculus4o.py

@@ -15,7 +15,7 @@ class Gpt4oMetaculusProxy(OpenAiTextToTextModel):
 
     METACULUS_TOKEN = os.getenv("METACULUS_TOKEN")
     _OPENAI_ASYNC_CLIENT = AsyncOpenAI(
-        base_url="https://www.metaculus.com/proxy/openai/v1",
+        base_url="https://llm-proxy.metaculus.com/proxy/openai/v1",
         default_headers={
             "Content-Type": "application/json",
             "Authorization": f"Token {METACULUS_TOKEN}",

forecasting_tools/forecasting/forecast_bots/template_bot.py

@@ -4,6 +4,7 @@
 from datetime import datetime
 
 from forecasting_tools.ai_models.ai_utils.ai_misc import clean_indents
+from forecasting_tools.ai_models.claude35sonnet import Claude35Sonnet
 from forecasting_tools.ai_models.gpt4o import Gpt4o
 from forecasting_tools.ai_models.metaculus4o import Gpt4oMetaculusProxy
 from forecasting_tools.ai_models.perplexity import Perplexity
@@ -34,9 +35,17 @@
 
 class TemplateBot(ForecastBot):
     FINAL_DECISION_LLM = (
-        Gpt4oMetaculusProxy(temperature=0.7)
-        if os.getenv("METACULUS_TOKEN")
-        else Gpt4o(temperature=0.7)
+        Gpt4o(temperature=0.7)
+        if os.getenv("OPENAI_API_KEY")
+        else (
+            Gpt4oMetaculusProxy(temperature=0.7)
+            if os.getenv("METACULUS_TOKEN")
+            else (
+                Claude35Sonnet(temperature=0.7)
+                if os.getenv("ANTHROPIC_API_KEY")
+                else Gpt4o(temperature=0.7)
+            )
+        )
     )
 
     async def run_research(self, question: MetaculusQuestion) -> str: