o3-mini

src/workflows_v2.py

@@ -20,7 +20,7 @@ load_dotenv(env_path)
 from atla_insights import configure, instrument, instrument_agno, instrument_openai, mark_success, mark_failure, tool
 
 # Model configuration - using same model across all agents but you can change them to any model you want
-MODEL_ID = "gpt-4o"
+MODEL_ID = "o3-mini"
 
 # Define metadata for tracing
 metadata = {
@@ -35,7 +35,6 @@ configure(token=os.getenv("ATLA_INSIGHTS_TOKEN"), metadata=metadata)
 
 # Instrument based on detected framework and LLM provider
 instrument_agno("openai")  # Agno framework with OpenAI
-instrument_openai()        # OpenAI LLM provider
 
 # --- Response models ---
 class IdeaClarification(BaseModel):
@@ -97,7 +96,7 @@ class ValidationReport(BaseModel):
 
 
 # --- Agents ---
-# NOTE: All agents use the same model (MODEL_ID) for consistent performance and cost tracking
+
 idea_clarifier_agent = Agent(
     name="Idea Clarifier",
     model=OpenAIChat(id=MODEL_ID),
@@ -115,7 +114,7 @@ idea_clarifier_agent = Agent(
 
 market_research_agent = Agent(
     name="Market Research Agent",
-    model=OpenAIChat(id=MODEL_ID),  # Same model as other agents
+    model=OpenAIChat(id=MODEL_ID), 
     tools=[GoogleSearchTools()],
     instructions=[
         "You are provided with a startup idea and the company's mission and objectives.",
@@ -131,7 +130,7 @@ market_research_agent = Agent(
 
 competitor_analysis_agent = Agent(
     name="Competitor Analysis Agent",
-    model=OpenAIChat(id=MODEL_ID),  # Same model as other agents
+    model=OpenAIChat(id=MODEL_ID),  
     tools=[GoogleSearchTools()],
     instructions=[
         "You are provided with a startup idea and market research data.",
@@ -148,7 +147,7 @@ competitor_analysis_agent = Agent(
 
 report_agent = Agent(
     name="Report Generator",
-    model=OpenAIChat(id=MODEL_ID),  # Same model as other agents
+    model=OpenAIChat(id=MODEL_ID),  
     instructions=[
         "You are provided with comprehensive data about a startup idea including clarification, market research, and competitor analysis.",
         "Synthesize all information into a comprehensive validation report.",