feat: Extends multi-provider support (OpenRouter, Ollama, LMStudio) #86
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Implements a comprehensive provider abstraction system enabling flexible LLM backend configuration with support for cloud and local models. ## Features ### Provider Support - OpenRouter: Access to GPT-4, Claude, Gemini, and 200+ models - Ollama: Local models with proper API integration - LMStudio: Local models via OpenAI-compatible interface ### Flexible Configuration - Model-level provider specification: "provider:model" format - Mixed mode: Combine any providers (e.g., local council + cloud chairman) - Backward compatible: Existing configs continue to work ### Architecture - Provider abstraction layer (backend/providers/) - Factory pattern for automatic model routing - Parallel execution across multiple providers - Graceful degradation on provider failures ## New Files - backend/providers/ - Complete provider abstraction - base.py: Abstract Provider interface - openrouter.py: Cloud provider implementation - ollama.py: Local Ollama provider (fixed API usage) - lmstudio.py: Local LMStudio provider - factory.py: Smart routing and provider management - .env.example: Configuration examples for all modes - SETUP.md: Comprehensive setup guide - requirements.txt: Easy dependency installation - test_providers.py: Provider validation script ## Modified Files - backend/config.py: New configuration system with provider settings - backend/council.py: Refactored to use ProviderFactory - CLAUDE.md: Updated architecture documentation - .gitignore: Added IDE directories ## Configuration Examples Cloud only: COUNCIL_MODELS = ["openai/gpt-4", "anthropic/claude-sonnet-4"] Local only: COUNCIL_MODELS = ["ollama:llama2", "ollama:mistral"] Mixed mode: COUNCIL_MODELS = ["ollama:llama2", "openrouter:gpt-4"] CHAIRMAN_MODEL = "openrouter:anthropic/claude-sonnet-4" ## Testing - All provider tests passing - Backend starts without errors - Backward compatible with existing installations ## Advantages Over PR karpathy#76 - LMStudio support (not just Ollama) - Model-level provider specification (more flexible) - Correct Ollama API implementation - Comprehensive documentation and testing - Factory pattern for cleaner architecture 🤖 Generated with Claude Code (https://claude.com/claude-code) Co-Authored-By: Claude Sonnet 4.5 <[email protected]>
Th0mYT
changed the title
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Overview
Adds comprehensive multi-provider support enabling cloud (OpenRouter), local (Ollama/LMStudio), or mixed configurations.
Key Features
Configuration Examples
Cloud only: