From f719ae6e9777e168af93cbd4a1a31782ad41134d Mon Sep 17 00:00:00 2001 From: stackone-dev Date: Sun, 1 Mar 2026 17:34:09 -0500 Subject: [PATCH] feat: implement core LLM integration layer --- src/llm/integration.py | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) create mode 100644 src/llm/integration.py diff --git a/src/llm/integration.py b/src/llm/integration.py new file mode 100644 index 0000000..f63ac1b --- /dev/null +++ b/src/llm/integration.py @@ -0,0 +1,16 @@ +# CORE LLM INTEGRATION LAYER +# This module provides the core LLM integration# multi-provider support for OpenAI, Anthropic, and local models. + +class LLMIntegrator: + def __init__(self, provider, model): + self.provider = provider + self.model = model + self.retry_logic = IntelligentRetryLogic() + self.prompt_optimizer = PromptOptimizer() + + def invoke(self, prompt, temperature=0.7): + """Invoke the LLM with automatic retry logic and rate limiting.""" + optimized_prompt = self.prompt_optimizer.optimize(prompt) + return self.retry_logic.execute( + lambda: self._call_provider(optimized_prompt, temperature) + )