claude-api

Claude API integration supports Python, TypeScript, Go, Java, PHP, Ruby, and cURL through language-aware guidelines. You select the appropriate language binding, initialize the client, and run a basic messages.create flow to validate the setup.

Streaming and tool use are implemented using Anthropic SDK patterns that process messages incrementally and define tool schemas. This approach enables robust Claude-powered apps by handling real-time outputs and structured function calling.

Prompt caching stores context to reduce latency and token usage when building Claude-powered apps. The Anthropic SDK manages this through specific API parameters, allowing repeated prompts to be processed more efficiently without resending the full context.

Managed Agents support server-managed agents, environments, vaults, and multiagent scenarios with Claude. You integrate these patterns through the Anthropic SDK to orchestrate complex workflows where the server manages agent execution and state.

When configuring Claude API parameters, avoid deprecated parameters and use adaptive thinking with appropriate beta features. Enforcing these best practices ensures stable production behavior and prevents integration failures from outdated API calls.

The Claude API guide covers memory patterns and compaction for building robust apps. These techniques manage conversation context limits by summarizing or compressing previous interactions, allowing sustained long-running dialogues without exceeding token limits.