Skip to content

feat: implement core LLM integration layer #1

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
stackone-dev wants to merge 1 commit into
base: main
Choose a base branch
from
Open

feat: implement core LLM integration layer #1

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
16 changes: 16 additions & 0 deletions src/llm/integration.py
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -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)
)