Advanced Overview

This section provides in-depth guides on leveraging specific features of ClientAI and provider-specific functionalities. Each topic delves into a particular aspect of usage or focuses on a specific provider's unique capabilities.

Provider-Specific Parameters

Different AI providers offer unique parameters and features. Understanding these can help you fine-tune your AI interactions for optimal results.

1. Ollama Specific Guide: Learn about Ollama's unique parameters, including context handling, streaming options, and custom templates.

   • Ollama Specific Guide

2. OpenAI Specific Guide: Explore OpenAI's advanced features, such as logit bias and model-specific parameters.

   • OpenAI Specific Guide

3. Replicate Specific Guide: Discover Replicate's distinctive offerings, including model versioning and custom deployment options.

   • Replicate Specific Guide

4. Groq Specific Guide: Also check Groq's specific settings and parameters.

   • Groq Specific Guide

Custom Run Workflows

1. Custom Run Methods: Learn how to replace default execution with custom workflows through a detailed code review assistant example.
   • Creating Custom Run Guide

Complex Workflows

1. Multi-Step Decision Making: Advanced patterns for complex decision workflows.

   • 🚧 Coming Soon

2. Parallel Step Execution: Implementing concurrent step execution patterns.

   • 🚧 Coming Soon

3. Conditional Workflows: Creating dynamic, condition-based workflows.

   • 🚧 Coming Soon

Advanced Tool Patterns

1. Tool Chaining: Techniques for combining multiple tools effectively.

   • 🚧 Coming Soon

2. Tool Result Caching: Optimizing tool execution with intelligent caching.

   • 🚧 Coming Soon

3. Tool Fallback Strategies: Implementing robust tool execution patterns.

   • 🚧 Coming Soon

Advanced Integration Topics

1. External Service Integration: Patterns for integrating with external services.

   • 🚧 Coming Soon

2. Database Integration: Implementing persistent storage in agent workflows.

   • 🚧 Coming Soon

3. Event Systems: Building event-driven agent architectures.

   • 🚧 Coming Soon

Testing and Monitoring

1. Testing Strategies: Comprehensive testing approaches for agent systems.

   • 🚧 Coming Soon

2. Performance Monitoring: Monitoring and optimizing agent performance.

   • 🚧 Coming Soon

3. Error Handling and Retry Strategies: Best practices for error handling.

   • Error Handling and Retry Strategies

Each guide in this section is designed to provide you with a deeper understanding of ClientAI's capabilities and how to leverage them effectively in your projects.