> ## Documentation Index > Fetch the complete documentation index at: https://agno-v2-codex-docs-audit-20260719-0149.mintlify.site/llms.txt > Use this file to discover all available pages before exploring further. # Anthropic > Claude examples for multimodal input, context management, caching, knowledge, memory, thinking, structured output, server tools, and skills. | Example | Description | | ------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------- | | [Anthropic Basic](/examples/models/anthropic/basic) | Run a minimal Claude agent in sync, async, and streaming modes. | | [Anthropic Basic With Timeout](/examples/models/anthropic/basic-with-timeout) | Set a one-second request timeout on Claude with the timeout parameter. | | [Betas](/examples/models/anthropic/betas) | Enable the 1M-token context beta on Claude via the betas parameter and print every beta available in the installed anthropic SDK. | | [Anthropic Code Execution](/examples/models/anthropic/code-execution) | Compute statistics with Claude's server-side code execution tool via a beta flag. | | [Self-managed Context Management](/examples/models/anthropic/context-management) | Claude's context management feature for automatic tool result clearing. | | [Anthropic CSV Input](/examples/models/anthropic/csv-input) | Pass a downloaded IMDB CSV to Claude as a File attachment for box office analysis. | | [DB](/examples/models/anthropic/db) | Persist Claude chat history in Postgres so follow-up questions keep context. | | [Anthropic Financial Analyst Thinking](/examples/models/anthropic/financial-analyst-thinking) | Analyze a stock portfolio with interleaved thinking, calculator, and YFinance tools. | | [Anthropic Image Input Bytes](/examples/models/anthropic/image-input-bytes) | Send an image to Claude as raw bytes and search the web for related news. | | [Image Input File Upload](/examples/models/anthropic/image-input-file-upload) | Upload a PNG to the Anthropic Files API and pass the file handle to Claude as an image input. | | [Image Input Local File](/examples/models/anthropic/image-input-local-file) | Download a PNG locally and pass it to Claude by filepath as an image input. | | [Anthropic Image Input URL](/examples/models/anthropic/image-input-url) | Pass an image URL to Claude and combine vision with web search tools. | | [Knowledge](/examples/models/anthropic/knowledge) | Give Claude a PgVector knowledge base built from a recipe PDF with Azure OpenAI embeddings. | | [Anthropic MCP Connector](/examples/models/anthropic/mcp-connector) | Connect Claude to the DeepWiki MCP server with the native MCP connector beta. | | [Memory](/examples/models/anthropic/memory) | Store Claude agent memories and session summaries in Postgres across multiple turns. | | [Anthropic PDF Input Bytes](/examples/models/anthropic/pdf-input-bytes) | Send a PDF to Claude as raw bytes and read citations from the run output. | | [PDF Input File Upload](/examples/models/anthropic/pdf-input-file-upload) | Upload a PDF through the Anthropic Files API beta and pass the file handle to a Claude agent for summarization. | | [Anthropic PDF Input Local](/examples/models/anthropic/pdf-input-local) | Attach a local PDF file to a Claude prompt and print the response citations. | | [Anthropic PDF Input URL](/examples/models/anthropic/pdf-input-url) | Summarize a PDF fetched from a URL by passing it to Claude as a File. | | [Prompt Caching](/examples/models/anthropic/prompt-caching) | Enable Claude cache\_system\_prompt for a large system message and print cache write and read token counts across two runs. | | [Prompt Caching Extended](/examples/models/anthropic/prompt-caching-extended) | Set the extended-cache-ttl beta and extended\_cache\_time on Claude to hold the cached system prompt for one hour, and compare cache write and read tokens. | | [Retry](/examples/models/anthropic/retry) | Review retry settings and why invalid model IDs cannot reliably exercise the retry path. | | [Anthropic Structured Output](/examples/models/anthropic/structured-output) | Generate a typed MovieScript from Claude with a Pydantic output schema. | | [Structured Output Strict Tools](/examples/models/anthropic/structured-output-strict-tools) | Combine a strict-mode Function schema with a Pydantic output\_schema so Claude validates both the tool input and the final response. | | [Anthropic Thinking](/examples/models/anthropic/thinking) | Enable Claude extended thinking with a token budget and stream the response. | | [Tool Use](/examples/models/anthropic/tool-use) | Call web search tools from Claude in sync, streaming, and async modes. | | [Anthropic Web Fetch](/examples/models/anthropic/web-fetch) | Fetch and summarize a web page with Anthropic's native web\_fetch tool. | | [Anthropic Web Search](/examples/models/anthropic/web-search) | Use Anthropic's native web\_search tool and inspect search metrics on the run output. | | [Skills](/examples/models/anthropic/skills/overview) | Browse Claude Agent Skills examples for PowerPoint, Excel, Word, and multi-skill workflows. | | [Anthropic Adaptive Thinking](/examples/models/anthropic/adaptive-thinking) | Let Claude 4.6 decide its own thinking depth with `thinking={"type": "adaptive"}` and an effort level. | | [Anthropic Append Trailing User Message](/examples/models/anthropic/append-trailing-user-message) | Append a trailing user turn with append\_trailing\_user\_message when a Claude 4.6 conversation ends on an assistant message. | | [Anthropic Markdown Input](/examples/models/anthropic/markdown-input) | Demonstrates passing markdown files to Claude using the correct text/markdown MIME type. | | [Prompt Caching Multi Block](/examples/models/anthropic/prompt-caching-multi-block) | Multi-block prompt caching with per-block TTL and tool caching. | | [Prompt Caching with Dynamic Block](/examples/models/anthropic/prompt-caching-with-dynamic-block) | Augment the agent-built system prompt with a dynamic per-request block. | | [Anthropic Pydantic Tool Input](/examples/models/anthropic/pydantic-tool-input) | Pass nested, Optional, Union, List, and deeply nested Pydantic models as tool inputs to Claude. | | [Anthropic Server Tools: Multi-Turn](/examples/models/anthropic/server-tools-multi-turn) | Combines web\_search, web\_fetch, and code\_execution in a multi-turn conversation. |