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pipeline works from pi simulation to control output and strategy generation.

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This commit is contained in:
Aditya Pulipaka
2025-10-19 03:57:03 -05:00
parent 9f70ba7221
commit 636ddf27d4
42 changed files with 1297 additions and 4472 deletions
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13
ai_intelligence_layer/services/strategy_generator.py
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@@ -40,17 +40,14 @@ class StrategyGenerator:
Raises:
Exception: If generation fails
"""
logger.info("Starting strategy brainstorming...")
logger.info(f"Using {len(enriched_telemetry)} telemetry records")
logger.info(f"Generating strategies using {len(enriched_telemetry)} laps of telemetry")
# Build prompt (use fast mode if enabled)
if self.settings.fast_mode:
from prompts.brainstorm_prompt import build_brainstorm_prompt_fast
prompt = build_brainstorm_prompt_fast(enriched_telemetry, race_context)
logger.info("Using FAST MODE prompt")
else:
prompt = build_brainstorm_prompt(enriched_telemetry, race_context)
logger.debug(f"Prompt length: {len(prompt)} chars")
# Generate with Gemini (high temperature for creativity)
response_data = await self.gemini_client.generate_json(
@@ -64,7 +61,6 @@ class StrategyGenerator:
raise Exception("Response missing 'strategies' field")
strategies_data = response_data["strategies"]
logger.info(f"Received {len(strategies_data)} strategies from Gemini")
# Validate and parse strategies
strategies = []
@@ -73,15 +69,12 @@ class StrategyGenerator:
strategy = Strategy(**s_data)
strategies.append(strategy)
except Exception as e:
logger.warning(f"Failed to parse strategy {s_data.get('strategy_id', '?')}: {e}")
logger.warning(f"Failed to parse strategy: {e}")
logger.info(f"Successfully parsed {len(strategies)} strategies")
logger.info(f"Generated {len(strategies)} valid strategies")
# Validate strategies
valid_strategies = StrategyValidator.validate_strategies(strategies, race_context)
if len(valid_strategies) < 10:
logger.warning(f"Only {len(valid_strategies)} valid strategies (expected 20)")
# Return response
return BrainstormResponse(strategies=valid_strategies)