LLMs
OpenAI: Comprehensive integration with OpenAI models (GPT-3.5, GPT-4) with streaming support and advanced parameter configuration.
Anthropic/Claude: Full support for Claude 3 models (Opus, Sonnet, Haiku) with context window optimization and response formatting.
Llama: Integration with Llama models via Replicate API with fine-tuning capabilities and model selection.
Mistral: Support for Mistral AI models with parameter optimization and response streaming.
Cohere: Integration with Cohere models for specialized tasks with custom embeddings and classification.
Gemini: Support for Google's Gemini models with multimodal capabilities and advanced prompting.
Model Switching: Intelligent model selection based on task requirements and performance metrics.
Prompt Management: Advanced prompt management with templates, variables, and version control.
Response Processing: Sophisticated response processing with parsing, validation, and transformation.
Cost Optimization: Strategies for optimizing LLM usage costs while maintaining quality.
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