# Agno

## Docs

- [Welcome to Agno](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/index.md)
- [Introduction](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/introduction.md)
- [Your First Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/first-agent.md)
- [What are Agents?](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/agents/overview.md)
- [Building Agents](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/agents/building-agents.md)
- [Running Agents](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/agents/running-agents.md)
- [Debugging Agents](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/agents/debugging-agents.md)
- [Agent with Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/agents/usage/agent-with-tools.md)
- [Agent with Structured Output](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/agents/usage/agent-with-structured-output.md)
- [Agent with Storage](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/agents/usage/agent-with-storage.md)
- [Agent with Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/agents/usage/agent-with-memory.md)
- [Agent with Knowledge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/agents/usage/agent-with-knowledge.md)
- [What are Teams?](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/teams/overview.md)
- [Building Teams](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/teams/building-teams.md)
- [Running Teams](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/teams/running-teams.md)
- [Delegation](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/teams/delegation.md)
- [Debugging Teams](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/teams/debugging-teams.md)
- [Basic Team](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/teams/usage/basic-team.md)
- [Team Streaming](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/teams/usage/streaming.md)
- [Direct Response Mode](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/teams/usage/respond-directly.md)
- [What are Workflows?](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/overview.md)
- [Building Workflows](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/building-workflows.md)
- [Running Workflows](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/running-workflows.md)
- [Workflow Patterns](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/workflow-patterns/overview.md)
- [Sequential Workflows](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/workflow-patterns/sequential.md)
- [Fully Python Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/workflow-patterns/fully-python-workflow.md)
- [Step-Based Workflows](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/workflow-patterns/step-based-workflow.md)
- [Custom Functions in Workflows](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/workflow-patterns/custom-function-step-workflow.md)
- [Conditional Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/workflow-patterns/conditional-workflow.md)
- [Parallel Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/workflow-patterns/parallel-workflow.md)
- [Iterative Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/workflow-patterns/iterative-workflow.md)
- [Branching Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/workflow-patterns/branching-workflow.md)
- [Grouped Steps Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/workflow-patterns/grouped-steps-workflow.md)
- [Advanced Workflow Patterns](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/workflow-patterns/advanced-workflow-patterns.md)
- [Additional Data and Metadata](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/additional-data.md)
- [Conversational Workflows](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/conversational-workflows.md)
- [Accessing Multiple Previous Steps](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/access-previous-steps.md)
- [Early Stopping](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/early-stop.md)
- [Workflow Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/workflow-tools.md)
- [Background Workflow Execution](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/background-execution.md)
- [Sequential Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/sequence-of-steps.md)
- [Parallel Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/parallel-steps-workflow.md)
- [Conditional Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/condition-steps-workflow-stream.md)
- [Loop Steps Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/loop-steps-workflow.md)
- [Conditional Branching Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/router-steps-workflow.md)
- [Step with function](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/step-with-function.md)
- [Function instead of steps](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/function-instead-of-steps.md)
- [Class-based Executor](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/class-based-executor.md)
- [Condition with list of steps](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/condition-with-list-of-steps.md)
- [Loop with Parallel Steps Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/loop-with-parallel-steps-stream.md)
- [Condition and Parallel Steps Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/condition-and-parallel-steps-stream.md)
- [Router with Loop Steps](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/router-with-loop-steps.md)
- [Router with Step Choices](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/router-with-step-choices.md)
- [Access Multiple Previous Steps Output](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/access-multiple-previous-steps-output.md)
- [Step with Function using Additional Data](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/step-with-function-additional-data.md)
- [Structured I/O](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/structured-io-at-each-step-level.md)
- [Workflow with Input Schema Validation](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/workflow-with-input-schema.md)
- [Basic Conversational Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/basic-workflow-agent.md)
- [Early Stop a Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/early-stop-workflow.md)
- [Workflow Cancellation](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/workflow-cancellation.md)
- [Async Events Streaming](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/async-events-streaming.md)
- [Store Events and Events to Skip in a Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/store-events-and-events-to-skip-in-a-workflow.md)
- [Step with custom function streaming on AgentOS](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/workflows/usage/step-with-function-streaming-agentos.md)
- [Input & Output](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/input-output/overview.md)
- [Structured Input for Agents](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/input-output/structured-input/agent.md)
- [Structured Input for Teams](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/input-output/structured-input/team.md)
- [Structured Output for Agents](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/input-output/structured-output/agent.md)
- [Structured Output for Teams](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/input-output/structured-output/team.md)
- [Multimodal I/O](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/input-output/multimodal.md)
- [Output Model](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/input-output/output-model.md)
- [What are Models?](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/overview.md)
- [Model as String](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/model-as-string.md)
- [Compatibility Overview](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/compatibility.md)
- [Response Caching](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/cache-response.md)
- [Database](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/database/overview.md)
- [Chat History](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/database/chat-history.md)
- [Session Storage](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/database/session-storage.md)
- [What are Tools?](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/overview.md)
- [Agent Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/agent.md)
- [Team with Custom Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/usage/team-with-custom-tools.md)
- [Team with Tool Hooks](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/usage/team-with-tool-hooks.md)
- [Async Team with Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/usage/async-team-with-tools.md)
- [Creating your own tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/creating-tools/overview.md)
- [Python Functions as Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/creating-tools/python-functions.md)
- [Custom Toolkits](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/creating-tools/toolkits.md)
- [Tool Hooks](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/hooks.md)
- [Model Context Protocol (MCP)](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/overview.md)
- [MCP Toolbox](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/mcp-toolbox.md)
- [Multiple MCP Servers](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/multiple-servers.md)
- [Dynamic Headers](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/dynamic-headers.md)
- [Stdio Transport](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/transports/stdio.md)
- [Streamable HTTP Transport](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/transports/streamable_http.md)
- [SSE Transport](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/transports/sse.md)
- [Understanding Server Parameters](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/server-params.md)
- [Airbnb MCP agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/usage/airbnb.md)
- [GitHub MCP agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/usage/github.md)
- [Notion MCP agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/usage/notion.md)
- [Parallel MCP agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/usage/parallel.md)
- [Pipedream Auth](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/usage/pipedream-auth.md)
- [Pipedream Slack](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/usage/pipedream-slack.md)
- [Pipedream Google Calendar](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/usage/pipedream-google-calendar.md)
- [Pipedream LinkedIn](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/usage/pipedream-linkedin.md)
- [Stagehand MCP agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/usage/stagehand.md)
- [Stripe MCP agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/usage/stripe.md)
- [Supabase MCP agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/mcp/usage/supabase.md)
- [Reasoning Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/reasoning_tools/reasoning-tools.md)
- [Workflow Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/reasoning_tools/workflow-tools.md)
- [Knowledge Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/reasoning_tools/knowledge-tools.md)
- [Memory Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/reasoning_tools/memory-tools.md)
- [Tool Call Limit](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/tool-call-limit.md)
- [Including and excluding tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/selecting-tools.md)
- [Tool Result Caching](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/caching.md)
- [Updating an Agent's Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/attaching-tools.md)
- [Exceptions & Retries](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/exceptions.md)
- [Toolkit Index](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/overview.md)
- [Web Search](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/websearch.md)
- [Arxiv](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/arxiv.md)
- [BaiduSearch](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/baidusearch.md)
- [DuckDuckGo](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/duckduckgo.md)
- [Exa](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/exa.md)
- [Hacker News](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/hackernews.md)
- [Linkup](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/linkup.md)
- [Parallel](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/parallel.md)
- [Pubmed](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/pubmed.md)
- [Searxng](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/searxng.md)
- [Seltz](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/seltz.md)
- [Serpapi](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/serpapi.md)
- [SerperApi](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/serper.md)
- [Tavily](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/tavily.md)
- [Valyu](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/valyu.md)
- [Wikipedia](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/wikipedia.md)
- [Brave Search](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/search/bravesearch.md)
- [Discord](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/social/discord.md)
- [Email](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/social/email.md)
- [Gmail](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/social/gmail.md)
- [Reddit](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/social/reddit.md)
- [Slack](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/social/slack.md)
- [Telegram](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/social/telegram.md)
- [Twilio](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/social/twilio.md)
- [Webex](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/social/webex.md)
- [WhatsApp](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/social/whatsapp.md)
- [X (Twitter)](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/social/x.md)
- [Zoom](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/social/zoom.md)
- [AgentQL](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/web-scrape/agentql.md)
- [Browserbase](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/web-scrape/browserbase.md)
- [Crawl4AI](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/web-scrape/crawl4ai.md)
- [Firecrawl](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/web-scrape/firecrawl.md)
- [Jina Reader](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/web-scrape/jina-reader.md)
- [Newspaper](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/web-scrape/newspaper.md)
- [Newspaper4k](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/web-scrape/newspaper4k.md)
- [Spider](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/web-scrape/spider.md)
- [Trafilatura](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/web-scrape/trafilatura.md)
- [Website Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/web-scrape/website.md)
- [ScrapeGraph](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/web-scrape/scrapegraph.md)
- [Oxylabs](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/web-scrape/oxylabs.md)
- [BrightData](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/web-scrape/brightdata.md)
- [CSV](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/database/csv.md)
- [DuckDb](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/database/duckdb.md)
- [Google BigQuery](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/database/google-bigquery.md)
- [Neo4j](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/database/neo4j.md)
- [Pandas](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/database/pandas.md)
- [Postgres](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/database/postgres.md)
- [Redshift](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/database/redshift.md)
- [SQL](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/database/sql.md)
- [Zep](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/database/zep.md)
- [Calculator](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/local/calculator.md)
- [Docker](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/local/docker.md)
- [File](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/local/file.md)
- [Local File System](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/local/local-file-system.md)
- [Python](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/local/python.md)
- [Shell](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/local/shell.md)
- [Sleep](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/local/sleep.md)
- [File Generation](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/file-generation/file-generation.md)
- [Azure OpenAI](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/models/azure-openai.md)
- [Gemini](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/models/gemini.md)
- [Groq](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/models/groq.md)
- [Morph](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/models/morph.md)
- [Nebius](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/models/nebius.md)
- [OpenAI](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/models/openai.md)
- [Airflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/airflow.md)
- [Apify](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/apify.md)
- [AWS Lambda](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/aws-lambda.md)
- [AWS SES](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/aws-ses.md)
- [Bitbucket](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/bitbucket.md)
- [Brandfetch](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/brandfetch.md)
- [Cal.com](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/calcom.md)
- [Cartesia](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/cartesia.md)
- [ClickUp](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/clickup.md)
- [Composio](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/composio.md)
- [Confluence](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/confluence.md)
- [Custom API](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/custom-api.md)
- [Dalle](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/dalle.md)
- [Daytona](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/daytona.md)
- [Desi Vocal](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/desi-vocal.md)
- [Eleven Labs](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/eleven-labs.md)
- [E2B](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/e2b.md)
- [EVM (Ethereum Virtual Machine)](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/evm.md)
- [Fal](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/fal.md)
- [Financial Datasets API](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/financial-datasets.md)
- [Giphy](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/giphy.md)
- [Github](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/github.md)
- [Google Maps](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/google-maps.md)
- [Google Calendar](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/googlecalendar.md)
- [Google Sheets](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/google-sheets.md)
- [Jira](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/jira.md)
- [Knowledge Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/knowledge.md)
- [Linear](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/linear.md)
- [Lumalabs](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/lumalabs.md)
- [Mem0](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/mem0.md)
- [MLX Transcribe](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/mlx-transcribe.md)
- [ModelsLabs](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/models-labs.md)
- [Nano Banana](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/nano-banana.md)
- [MoviePy Video Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/moviepy.md)
- [Notion Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/notion.md)
- [OpenCV](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/opencv.md)
- [OpenBB](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/openbb.md)
- [OpenWeather](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/openweather.md)
- [Reasoning](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/reasoning.md)
- [Replicate](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/replicate.md)
- [Resend](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/resend.md)
- [Spotify](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/spotify.md)
- [Shopify](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/shopify.md)
- [Todoist](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/todoist.md)
- [Trello](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/trello.md)
- [User Control Flow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/user-control-flow.md)
- [Visualization](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/visualization.md)
- [Web Browser Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/web-browser.md)
- [Web Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/webtools.md)
- [Yfinance](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/yfinance.md)
- [Youtube](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/youtube.md)
- [Zendesk](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tools/toolkits/others/zendesk.md)
- [Overview](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/overview.md)
- [Quickstart](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/quickstart.md)
- [Vector Databases](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/vector-db.md)
- [Contents Database](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/contents-db.md)
- [Search & Retrieval](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/search-and-retrieval/overview.md)
- [Hybrid Search](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/search-and-retrieval/hybrid-search.md)
- [Vector Search](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/search-and-retrieval/vector-search.md)
- [Keyword Search](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/search-and-retrieval/keyword-search.md)
- [Agentic RAG with Reranking](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/search-and-retrieval/agentic-rag.md)
- [Custom Retriever](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/search-and-retrieval/custom-retriever.md)
- [Readers](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/readers/overview.md)
- [Chunking](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/chunking/overview.md)
- [Filtering](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/filters/overview.md)
- [Agents with Knowledge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/agents/overview.md)
- [Agentic RAG with LanceDB](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/agents/agentic-rag-lancedb.md)
- [Agentic RAG with PgVector](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/agents/agentic-rag-pgvector.md)
- [Traditional RAG with LanceDB](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/agents/traditional-rag-lancedb.md)
- [Traditional RAG with PgVector](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/agents/traditional-rag-pgvector.md)
- [Teams with Knowledge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/teams/overview.md)
- [Team with Knowledge Base](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/teams/team-with-knowledge.md)
- [Distributed RAG with PgVector](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/teams/distributed-rag-pgvector.md)
- [Distributed RAG with LanceDB](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/teams/distributed-rag-lancedb.md)
- [PDF Reader](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/readers/pdf-reader.md)
- [CSV Reader](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/readers/csv-reader.md)
- [JSON Reader](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/readers/json-reader.md)
- [Markdown Reader](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/readers/markdown-reader.md)
- [Website Reader](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/readers/website-reader.md)
- [YouTube Reader](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/readers/youtube-reader.md)
- [Fixed Size Chunking](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/chunking/fixed-size-chunking.md)
- [Semantic Chunking](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/chunking/semantic-chunking.md)
- [Recursive Chunking](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/chunking/recursive-chunking.md)
- [Document Chunking](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/chunking/document-chunking.md)
- [CSV Row Chunking](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/chunking/csv-row-chunking.md)
- [Markdown Chunking](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/chunking/markdown-chunking.md)
- [Agentic Chunking](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/chunking/agentic-chunking.md)
- [Code Chunking](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/chunking/code-chunking.md)
- [Custom Chunking](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/chunking/custom-chunking.md)
- [Performance Tips](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/knowledge/concepts/performance-tips.md)
- [What is Memory?](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/overview.md)
- [Working with Memories](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/working-with-memories/overview.md)
- [Memory Optimization](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/working-with-memories/memory-optimization.md)
- [Memory with MongoDB](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/working-with-memories/mongodb-memory.md)
- [Memory with PostgreSQL](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/working-with-memories/postgres-memory.md)
- [Memory with SQLite](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/working-with-memories/sqlite-memory.md)
- [Memory with Redis](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/working-with-memories/redis-memory.md)
- [Standalone Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/working-with-memories/standalone-memory.md)
- [Memory Creation](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/working-with-memories/memory-creation.md)
- [Custom Memory Instructions](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/working-with-memories/custom-memory-instructions.md)
- [Memory Search](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/working-with-memories/memory-search.md)
- [Agent Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/agent/overview.md)
- [Agent with Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/agent/agent-with-memory.md)
- [Agentic Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/agent/agentic-memory.md)
- [Share Memory between Agents](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/agent/agents-share-memory.md)
- [Custom Memory Manager](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/agent/custom-memory-manager.md)
- [Multi-user, Multi-session Chat](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/agent/multi-user-multi-session-chat.md)
- [Multi-User, Multi-Session Chat Concurrently](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/agent/multi-user-multi-session-chat-concurrent.md)
- [Share Memory and History between Agents](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/agent/share-memory-and-history-between-agents.md)
- [Teams with Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/team/overview.md)
- [Team with Memory Manager](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/team/team-with-memory-manager.md)
- [Team with Agentic Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/team/team-with-agentic-memory.md)
- [Production Best Practices](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/memory/best-practices.md)
- [Learning Machines](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/learning/overview.md)
- [Quickstart](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/learning/quickstart.md)
- [Learning Stores](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/learning/stores/intro.md)
- [User Profile](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/learning/stores/user-profile.md)
- [User Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/learning/stores/user-memory.md)
- [Session Context](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/learning/stores/session-context.md)
- [Entity Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/learning/stores/entity-memory.md)
- [Learned Knowledge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/learning/stores/learned-knowledge.md)
- [Decision Log](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/learning/stores/decision-log.md)
- [Learning Modes](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/learning/learning-modes.md)
- [Custom Schemas](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/learning/custom-schemas.md)
- [Introduction to Skills](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/skills/overview.md)
- [Creating Skills](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/skills/creating-skills.md)
- [Loading Skills](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/skills/loading-skills.md)
- [What is Reasoning?](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/overview.md)
- [Reasoning Models](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/reasoning-models.md)
- [Azure AI Foundry](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/azure-ai-foundry/azure-ai-foundry.md)
- [Azure OpenAI o1](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/azure-openai/o1.md)
- [Azure OpenAI o3](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/azure-openai/o3.md)
- [Azure OpenAI GPT 4.1](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/azure-openai/reasoning-model-gpt4-1.md)
- [DeepSeek Reasoner](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/deepseek/deepseek-reasoner.md)
- [Groq DeepSeek R1](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/groq/groq.md)
- [Groq Claude + DeepSeek R1](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/groq/groq-plus-claude.md)
- [Ollama DeepSeek R1](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/ollama/ollama.md)
- [OpenAI o1 pro](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/openai/o1-pro.md)
- [OpenAI GPT-5-mini](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/openai/gpt5-mini.md)
- [OpenAI gpt-5-mini with Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/openai/gpt5-mini-tools.md)
- [OpenAI o4-mini](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/openai/o4-mini.md)
- [OpenAI GPT-4.1](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/openai/reasoning-model-gpt4-1.md)
- [OpenAI o4-mini with reasoning summary](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/openai/reasoning-summary.md)
- [OpenAI gpt-5-mini with reasoning effort](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/openai/reasoning-effort.md)
- [xAI Grok 3 Mini](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/models/xai/reasoning-effort.md)
- [Reasoning Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/reasoning-tools.md)
- [Reasoning Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/tools/reasoning-tools.md)
- [Azure OpenAI with Reasoning Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/tools/azure-openai-reasoning-tools.md)
- [Ollama with Reasoning Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/tools/ollama-reasoning-tools.md)
- [OpenAI with Reasoning Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/tools/openai-reasoning-tools.md)
- [Vercel with Reasoning Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/tools/vercel-reasoning-tools.md)
- [Cerebras Llama with Reasoning Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/tools/cerebras-llama-reasoning-tools.md)
- [Claude with Reasoning Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/tools/claude-reasoning-tools.md)
- [Gemini with Reasoning Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/tools/gemini-reasoning-tools.md)
- [Groq with Reasoning Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/tools/groq-reasoning-tools.md)
- [Capture Reasoning Content with Reasoning Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/tools/capture-reasoning-content-reasoning-tools.md)
- [Reasoning Agent with Knowledge Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/tools/knowledge-tools.md)
- [Capture Reasoning Content with Knowledge Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/tools/capture-reasoning-content-knowledge-tools.md)
- [Team with Reasoning Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/tools/reasoning-tool-team.md)
- [Team with Knowledge Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/tools/knowledge-tool-team.md)
- [Reasoning Agents](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/reasoning-agents.md)
- [Basic Reasoning Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/agents/basic-cot.md)
- [Capture Reasoning Content](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/agents/capture-reasoning-content-cot.md)
- [Non-Reasoning Model Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/agents/non-reasoning-model-cot.md)
- [Team with Chain of Thought](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/reasoning/usage/agents/team-cot.md)
- [Overview](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/overview.md)
- [Multimodal Agents](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/overview.md)
- [Image As Input](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/image-input.md)
- [Image Model Output](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/image-output.md)
- [Image to Text Analysis](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/image-to-text.md)
- [Image to Structured Output](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/image-to-structured-output.md)
- [High Fidelity Image Input](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/image-input-high-fidelity.md)
- [Image to Image Generation Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/image-to-image-agent.md)
- [Image Input for Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/image-input-for-tool.md)
- [Image to Audio Story Generation](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/image-to-audio.md)
- [Image Generation Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/image-generation.md)
- [Generate output image using DALL-E](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/generate-image.md)
- [Generate output image using DALL-E with intermediate steps](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/generate-image-with-intermediate-steps.md)
- [Agent Using Multimodal Tool Response in Runs](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/agent-using-multimodal-tool-response-in-runs.md)
- [Audio As Input](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/audio_input.md)
- [Audio Model Output](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/audio_output.md)
- [Audio Input Output](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/audio-input-output.md)
- [Audio to Text Transcription](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/audio-to-text.md)
- [Audio Generation Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/audio_generation.md)
- [Generate Music using Models Lab](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/generate-music-agent.md)
- [Audio Multi Turn](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/audio-multi-turn.md)
- [Audio Sentiment Analysis](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/audio-sentiment-analysis.md)
- [Audio Streaming](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/audio-streaming.md)
- [Video Input](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/video_input.md)
- [Video Output](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/video_generation.md)
- [Video Caption Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/video-caption.md)
- [Shorts from Video](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/video-to-shorts.md)
- [Generate Video (ReplicateTools)](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/generate-video-using-replicate.md)
- [Generate Video (ModelsLabTools)](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/generate-video-using-models-lab.md)
- [File Input for Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/agent/usage/file-input-for-tool.md)
- [Multimodal Teams](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/team/overview.md)
- [Image to Text Team](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/team/usage/image-to-text.md)
- [Image Generation Team](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/team/usage/generate-image-with-team.md)
- [Image to Structured Movie Script Team](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/team/usage/image-to-structured-output.md)
- [Image Transformation Team](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/team/usage/image-to-image-transformation.md)
- [Audio Transcription Team](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/team/usage/audio-to-text.md)
- [Audio Sentiment Analysis Team](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/team/usage/audio-sentiment-analysis.md)
- [Video Captioning Team](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/multimodal/team/usage/video-caption-generation.md)
- [Sessions](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/sessions/overview.md)
- [Persisting Sessions](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/sessions/persisting-sessions/overview.md)
- [Storage Control](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/sessions/persisting-sessions/storage-control.md)
- [Session Management](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/sessions/session-management.md)
- [History Management](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/sessions/history-management.md)
- [Session Summaries](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/sessions/session-summaries.md)
- [Workflow Sessions](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/sessions/workflow-sessions.md)
- [Metrics](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/sessions/metrics/overview.md)
- [Agent Metrics](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/sessions/metrics/agent.md)
- [Agent Extra Metrics](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/sessions/metrics/usage/agent-extra-metrics.md)
- [Agent Metrics and Performance Monitoring](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/sessions/metrics/usage/agent-metrics.md)
- [Team Metrics](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/sessions/metrics/team.md)
- [Team Metrics Analysis](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/sessions/metrics/usage/team-metrics.md)
- [Workflow Metrics](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/sessions/metrics/workflow.md)
- [State Management](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/overview.md)
- [Agent Session State](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/agent/overview.md)
- [Basic State](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/agent/session-state-basic.md)
- [State in Instructions](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/agent/session-state-in-instructions.md)
- [State in Context](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/agent/session-state-in-context.md)
- [Advanced State](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/agent/session-state-advanced.md)
- [Multiple Users](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/agent/session-state-multiple-users.md)
- [Agentic State](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/agent/agentic-session-state.md)
- [Dynamic State](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/agent/dynamic-session-state.md)
- [Change State on Run](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/agent/change-state-on-run.md)
- [Last N Messages](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/agent/last-n-session-messages.md)
- [Team Session State](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/team/overview.md)
- [Agentic State](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/team/agentic-session-state.md)
- [Change State on Run](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/team/change-state-on-run.md)
- [State in Instructions](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/team/session-state-in-instructions.md)
- [Share Member Interactions](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/team/share-member-interactions.md)
- [Workflow Session State](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/workflows/overview.md)
- [State in Custom Function](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/workflows/access-session-state-in-custom-python-function-step.md)
- [State in Condition](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/workflows/access-session-state-in-condition-evaluator-function.md)
- [State in Router](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/state/workflows/access-session-state-in-router-selector-function.md)
- [Context Engineering](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/context/overview.md)
- [Context Engineering](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/context/agent/overview.md)
- [Basic Instructions](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/context/agent/instructions.md)
- [Dynamic Instructions](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/context/agent/dynamic-instructions.md)
- [Instructions via Function](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/context/agent/instructions-via-function.md)
- [Few-Shot Learning](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/context/agent/few-shot-learning.md)
- [Providing Datetime](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/context/agent/datetime-instructions.md)
- [Providing Location](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/context/agent/location-instructions.md)
- [Managing Tool Calls](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/context/agent/filter-tool-calls-from-history.md)
- [Context Engineering](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/context/team/overview.md)
- [Managing Tool Calls](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/context/team/filter-tool-calls-from-history.md)
- [Chat History](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/history/overview.md)
- [Chat History in Agents](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/history/agent/overview.md)
- [Chat History](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/history/agent/chat-history.md)
- [Chat History in Teams](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/history/team/overview.md)
- [Direct Response with Team History](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/history/team/respond-directly-with-history.md)
- [Team History](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/history/team/team-history.md)
- [Member History](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/history/team/history-of-members.md)
- [Share Member Interactions](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/history/team/share-member-interactions.md)
- [Workflow History & Continuous Execution](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/history/workflow/overview.md)
- [Single Step Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/history/workflow/single-step-continuous-execution-workflow.md)
- [Multi-Step Workflow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/history/workflow/workflow-with-history-enabled-for-steps.md)
- [Per-Step History](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/history/workflow/enable-history-for-step.md)
- [History in Functions](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/history/workflow/get-history-in-function.md)
- [Multi-Purpose CLI](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/history/workflow/multi-purpose-cli.md)
- [Intent Routing](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/history/workflow/intent-routing-with-history.md)
- [Context Compression](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/compression/overview.md)
- [Token Counting](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/compression/token-counting.md)
- [Dependencies](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/dependencies/overview.md)
- [Dependencies with Agents](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/dependencies/agent/overview.md)
- [Add Dependencies to Agent Run](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/dependencies/agent/add-dependencies-run.md)
- [Add Dependencies to Agent Context](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/dependencies/agent/add-dependencies-to-context.md)
- [Access Dependencies in Tool](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/dependencies/agent/access-dependencies-in-tool.md)
- [Dependencies with Teams](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/dependencies/team/overview.md)
- [Adding Dependencies to Team Run](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/dependencies/team/add-dependencies-run.md)
- [Adding Dependencies to Team Context](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/dependencies/team/add-dependencies-to-context.md)
- [Using Reference Dependencies in Team Instructions](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/dependencies/team/reference-dependencies.md)
- [Access Dependencies in Team Tool](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/dependencies/team/access-dependencies-in-tool.md)
- [Guardrails](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/guardrails/overview.md)
- [Prompt Injection Guardrail](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/guardrails/included/prompt-injection.md)
- [PII Detection Guardrail](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/guardrails/included/pii.md)
- [OpenAI Moderation Guardrail](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/guardrails/included/openai-moderation.md)
- [PII Detection Guardrail](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/guardrails/usage/agent/pii-detection.md)
- [Prompt Injection Guardrail](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/guardrails/usage/agent/prompt-injection.md)
- [OpenAI Moderation Guardrail](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/guardrails/usage/agent/openai-moderation.md)
- [PII Detection Guardrail for Teams](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/guardrails/usage/team/pii-detection.md)
- [Prompt Injection Guardrail for Teams](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/guardrails/usage/team/prompt-injection.md)
- [OpenAI Moderation Guardrail for Teams](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/guardrails/usage/team/openai-moderation.md)
- [Human-in-the-Loop in Agents](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/overview.md)
- [User Confirmation](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/user-confirmation.md)
- [User Input](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/user-input.md)
- [Dynamic User Input](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/dynamic-user-input.md)
- [External Tool Execution](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/external-execution.md)
- [Agentic User Input with Control Flow](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/agentic-user-input.md)
- [Tool Confirmation Required](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/confirmation-required.md)
- [Async Tool Confirmation Required](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/confirmation-required-async.md)
- [Confirmation Required with Mixed Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/confirmation-required-mixed-tools.md)
- [Confirmation Required with Multiple Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/confirmation-required-multiple-tools.md)
- [Confirmation Required with Async Streaming](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/confirmation-required-stream-async.md)
- [Confirmation Required with Toolkit](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/confirmation-required-toolkit.md)
- [Confirmation Required with History](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/confirmation-required-with-history.md)
- [Confirmation Required with Run ID](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/confirmation-required-with-run-id.md)
- [User Input Required for Tool Execution](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/user-input-required.md)
- [User Input Required All Fields](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/user-input-required-all-fields.md)
- [User Input Required Async](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/user-input-required-async.md)
- [User Input Required Stream Async](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/user-input-required-stream-async.md)
- [External Tool Execution](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/external-tool-execution.md)
- [External Tool Execution Async](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/external-tool-execution-async.md)
- [External Tool Execution Stream Async](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/external-tool-execution-stream-async.md)
- [External Tool Execution Toolkit](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hitl/usage/external-tool-execution-toolkit.md)
- [What is Evals](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/overview.md)
- [Accuracy Evals](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/accuracy/overview.md)
- [Basic Accuracy](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/accuracy/usage/basic.md)
- [Async Accuracy Evaluation](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/accuracy/usage/accuracy-async.md)
- [Comparison Accuracy Evaluation](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/accuracy/usage/accuracy-comparison.md)
- [Accuracy with Database Logging](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/accuracy/usage/accuracy-db-logging.md)
- [Accuracy with Given Answer](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/accuracy/usage/accuracy-with-given-answer.md)
- [Accuracy with Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/accuracy/usage/accuracy-with-tools.md)
- [Accuracy with Teams](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/accuracy/usage/accuracy-with-teams.md)
- [Performance Evals](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/performance/overview.md)
- [Performance on Agent Response](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/performance/usage/performance-simple-response.md)
- [Async Performance Evaluation](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/performance/usage/performance-async.md)
- [Performance on Agent Instantiation](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/performance/usage/performance-agent-instantiation.md)
- [Performance on Agent Instantiation with Tool](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/performance/usage/performance-instantiation-with-tool.md)
- [Performance on Agent with Storage](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/performance/usage/performance-with-storage.md)
- [Performance with Memory Updates](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/performance/usage/performance-with-memory.md)
- [Performance with Teams](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/performance/usage/performance-team-instantiation.md)
- [Team Performance with Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/performance/usage/performance-team-with-memory.md)
- [Performance with Database Logging](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/performance/usage/performance-db-logging.md)
- [Reliability Evals](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/reliability/overview.md)
- [Reliability with Single Tool](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/reliability/usage/basic.md)
- [Async Reliability Evaluation](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/reliability/usage/reliability-async.md)
- [Reliability with Database Logging](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/reliability/usage/reliability-db-logging.md)
- [Single Tool Reliability](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/reliability/usage/reliability-single-tool.md)
- [Reliability with Multiple Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/reliability/usage/reliability-with-multiple-tools.md)
- [Reliability with Teams](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/reliability/usage/reliability-with-teams.md)
- [Team Reliability with Stock Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/reliability/usage/reliability-team-advanced.md)
- [Agent as Judge Evals](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/agent-as-judge/overview.md)
- [Basic Agent as Judge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/agent-as-judge/usage/agent-as-judge-basic.md)
- [Async Agent as Judge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/agent-as-judge/usage/agent-as-judge-async.md)
- [Binary Agent as Judge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/agent-as-judge/usage/agent-as-judge-binary.md)
- [Batch Agent as Judge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/agent-as-judge/usage/agent-as-judge-batch.md)
- [Agent as Judge with Custom Evaluator](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/agent-as-judge/usage/agent-as-judge-custom-evaluator.md)
- [Agent as Judge with Guidelines](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/agent-as-judge/usage/agent-as-judge-with-guidelines.md)
- [Agent as Judge as Post-Hook](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/agent-as-judge/usage/agent-as-judge-post-hook.md)
- [Agent as Judge with Teams](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/agent-as-judge/usage/agent-as-judge-team.md)
- [Async Team Post-Hook Agent as Judge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/evals/agent-as-judge/usage/agent-as-judge-team-post-hook-async.md)
- [Pre-hooks and Post-hooks](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hooks/overview.md)
- [Input Validation Pre-Hook](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hooks/usage/agent/input-validation-pre-hook.md)
- [Input Transformation Pre-Hook](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hooks/usage/agent/input-transformation-pre-hook.md)
- [Output Validation Post-Hook](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hooks/usage/agent/output-validation-post-hook.md)
- [Output Transformation Post-Hook](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hooks/usage/agent/output-transformation-post-hook.md)
- [Input Validation Pre-Hook](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hooks/usage/team/input-validation-pre-hook.md)
- [Input Transformation Pre-Hook](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hooks/usage/team/input-transformation-pre-hook.md)
- [Output Validation Post-Hook](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hooks/usage/team/output-validation-post-hook.md)
- [Output Transformation Post-Hook](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/hooks/usage/team/output-transformation-post-hook.md)
- [Tracing](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tracing/overview.md)
- [Basic Setup](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tracing/basic-setup.md)
- [Accessing your Traces](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tracing/db-functions.md)
- [Basic Agent Tracing](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tracing/usage/basic-agent-tracing.md)
- [Basic Team Tracing](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tracing/usage/basic-team-tracing.md)
- [Basic Workflow Tracing](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/tracing/usage/basic-workflow-tracing.md)
- [Cancelling a Run](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/run-cancellation/overview.md)
- [Agent Run Cancellation](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/run-cancellation/agent-cancel-run.md)
- [Team Run Cancellation](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/run-cancellation/team-cancel-run.md)
- [Workflow Run Cancellation](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/run-cancellation/workflow-cancel-run.md)
- [Model Index](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/model-index.md)
- [Anthropic Claude](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/overview.md)
- [Basic Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/basic.md)
- [Streaming Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/basic-stream.md)
- [Beta Features](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/betas.md)
- [Code Execution Tool](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/code-execution.md)
- [Context Editing](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/context-management.md)
- [Claude Agent Skills](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/skills.md)
- [Agent with Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/tool-use.md)
- [Agent with Structured Outputs](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/structured-output.md)
- [Agent with Structured Outputs Streaming](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/structured-output-stream.md)
- [Agent with Structured Outputs and Strict Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/structured-output-strict-tools.md)
- [Agent with Knowledge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/knowledge.md)
- [File Upload](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/file-upload.md)
- [Image Input Bytes Content](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/image-input-bytes.md)
- [Image Input URL](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/image-input-url.md)
- [PDF Input Bytes Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/pdf-input-bytes.md)
- [PDF Input Local Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/pdf-input-local.md)
- [PDF Input URL Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/pdf-input-url.md)
- [Prompt Caching](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/prompt-caching.md)
- [Response Caching](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/cache-response.md)
- [Web Fetch](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/anthropic/usage/web-fetch.md)
- [Cohere](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/cohere/overview.md)
- [Basic Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/cohere/usage/basic.md)
- [Streaming Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/cohere/usage/basic-stream.md)
- [Image Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/cohere/usage/image-agent.md)
- [Agent with Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/cohere/usage/tool-use.md)
- [Agent with Structured Outputs](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/cohere/usage/structured-output.md)
- [Agent with Storage](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/cohere/usage/storage.md)
- [Agent with Knowledge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/cohere/usage/knowledge.md)
- [DashScope](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/dashscope/overview.md)
- [Basic Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/dashscope/usage/basic.md)
- [Basic Agent with Streaming](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/dashscope/usage/basic-stream.md)
- [Agent with Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/dashscope/usage/tool-use.md)
- [Image Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/dashscope/usage/image-agent.md)
- [Image Agent with Bytes](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/dashscope/usage/image-agent-bytes.md)
- [Structured Output Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/dashscope/usage/structured-output.md)
- [Thinking Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/dashscope/usage/thinking-agent.md)
- [DeepSeek](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/deepseek/overview.md)
- [Basic Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/deepseek/usage/basic.md)
- [Streaming Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/deepseek/usage/basic-stream.md)
- [Agent with Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/deepseek/usage/tool-use.md)
- [Agent with Structured Outputs](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/deepseek/usage/structured-output.md)
- [Gemini](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/overview.md)
- [Basic Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/basic.md)
- [Streaming Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/basic-stream.md)
- [Agent with Structured Outputs](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/structured-output.md)
- [Agent with Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/tool-use.md)
- [Agent with Storage](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/storage.md)
- [Agent with Knowledge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/knowledge.md)
- [Image Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/image-input.md)
- [Image Agent with File Upload](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/image-input-file-upload.md)
- [Image Generation Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/image-generation.md)
- [Image Generation Agent (Streaming)](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/image-generation-stream.md)
- [Image Editing Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/image-editing.md)
- [Imagen Tool with OpenAI](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/imagen-tool.md)
- [Advanced Imagen Tool with Vertex AI](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/imagen-tool-advanced.md)
- [Agent with Vertex AI](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/vertexai.md)
- [Agent with Grounding](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/grounding.md)
- [Agent with URL Context](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/url-context.md)
- [Agent with URL Context and Search](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/url-context-with-search.md)
- [Flash Thinking Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/flash-thinking.md)
- [Audio Input (Bytes Content)](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/audio-input-bytes-content.md)
- [Audio Input (Upload the file)](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/audio-input-file-upload.md)
- [Audio Input (Local file)](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/audio-input-local-file-upload.md)
- [Agent with PDF Input (Local file)](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/pdf-input-local.md)
- [Agent with PDF Input (URL)](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/pdf-input-url.md)
- [Agent with GCS File Input](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/gcs-file-input.md)
- [Agent with External URL Input](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/external-url-input.md)
- [Agent with S3 Pre-signed URL Input](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/s3-presigned-url-input.md)
- [Video Input (Bytes Content)](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/video-input-bytes-content.md)
- [Video Input (File Upload)](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/video-input-file-upload.md)
- [Video Input (Local File Upload)](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/google/usage/video-input-local-file-upload.md)
- [Meta](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/meta/overview.md)
- [Basic Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/meta/usage/basic.md)
- [Streaming Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/meta/usage/basic-stream.md)
- [Asynchronous Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/meta/usage/async-basic.md)
- [Asynchronous Streaming Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/meta/usage/async-stream.md)
- [Agent with Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/meta/usage/tool-use.md)
- [Agent with Async Tool Usage](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/meta/usage/async-tool-use.md)
- [Agent with Structured Outputs](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/meta/usage/structured-output.md)
- [Agent with Image Input](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/meta/usage/image-input-bytes.md)
- [Agent With Knowledge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/meta/usage/knowledge.md)
- [Agent with Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/meta/usage/memory.md)
- [Mistral](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/overview.md)
- [Basic Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/basic.md)
- [Basic Streaming Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/basic-stream.md)
- [Async Basic Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/async-basic.md)
- [Async Basic Streaming Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/async-basic-stream.md)
- [Agent with Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/tool-use.md)
- [Async Agent with Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/async-tool-use.md)
- [Agent with Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/memory.md)
- [Structured Output](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/structured-output.md)
- [Structured Output With Tool Use](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/structured-output-with-tool-use.md)
- [Async Structured Output Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/async-structured-output.md)
- [Image Bytes Input Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/image-bytes-input-agent.md)
- [Image Compare Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/image-compare-agent.md)
- [Image File Input Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/image-file-input-agent.md)
- [Image Ocr With Structured Output](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/image-ocr-with-structured-output.md)
- [Image Transcribe Document Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/image-transcribe-document-agent.md)
- [Mistral Small](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/mistral/usage/mistral-small.md)
- [OpenAI](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/completion/overview.md)
- [Basic Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/completion/usage/basic.md)
- [Streaming Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/completion/usage/basic-stream.md)
- [Agent with Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/completion/usage/tool-use.md)
- [Agent with Structured Outputs](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/completion/usage/structured-output.md)
- [Agent with Storage](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/completion/usage/storage.md)
- [Agent with Knowledge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/completion/usage/knowledge.md)
- [Image Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/completion/usage/image-agent.md)
- [Audio Input Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/completion/usage/audio-input-agent.md)
- [Audio Output Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/completion/usage/audio-output-agent.md)
- [Generate Images](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/completion/usage/generate-images.md)
- [Agent with Reasoning Effort](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/completion/usage/reasoning-effort.md)
- [Response Caching](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/completion/usage/cache-response.md)
- [OpenAI Responses](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/overview.md)
- [Agent Flex Tier](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/agent-flex-tier.md)
- [Async Basic](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/async-basic.md)
- [Async Basic Stream](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/async-basic-stream.md)
- [Async Tool Use](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/async-tool-use.md)
- [Basic](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/basic.md)
- [Basic Stream](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/basic-stream.md)
- [Db](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/db.md)
- [Deep Research Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/deep-research-agent.md)
- [Image Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/image-agent.md)
- [Image Agent Bytes](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/image-agent-bytes.md)
- [Image Agent With Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/image-agent-with-memory.md)
- [Image Generation Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/image-generation-agent.md)
- [Knowledge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/knowledge.md)
- [Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/memory.md)
- [Pdf Input Local](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/pdf-input-local.md)
- [Pdf Input Url](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/pdf-input-url.md)
- [Reasoning O3 Mini](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/reasoning-o3-mini.md)
- [Structured Output](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/structured-output.md)
- [Tool Use](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/tool-use.md)
- [Tool Use Gpt 5](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/tool-use-gpt-5.md)
- [Tool Use O3](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/tool-use-o3.md)
- [Tool Use Stream](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/tool-use-stream.md)
- [Verbosity Control](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/verbosity-control.md)
- [Websearch Builtin Tool](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/websearch-builtin-tool.md)
- [ZDR Reasoning Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/openai/responses/usage/zdr-reasoning-agent.md)
- [Perplexity](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/perplexity/overview.md)
- [Basic Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/perplexity/usage/basic.md)
- [Basic Streaming Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/perplexity/usage/basic-stream.md)
- [Async Basic Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/perplexity/usage/async-basic.md)
- [Async Basic Streaming Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/perplexity/usage/async-basic-stream.md)
- [Agent with Knowledge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/perplexity/usage/knowledge.md)
- [Agent with Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/perplexity/usage/memory.md)
- [Agent with Structured Output](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/perplexity/usage/structured-output.md)
- [Vercel v0](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/vercel/overview.md)
- [Basic Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/vercel/usage/basic.md)
- [Streaming Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/vercel/usage/basic-stream.md)
- [Image Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/vercel/usage/image-agent.md)
- [Agent with Knowledge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/vercel/usage/knowledge.md)
- [Agent with Tools](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/vercel/usage/tool-use.md)
- [xAI](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/xai/overview.md)
- [Basic](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/xai/usage/basic.md)
- [Basic Stream](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/xai/usage/basic-stream.md)
- [Tool Use](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/xai/usage/tool-use.md)
- [Async Basic Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/xai/usage/basic-async.md)
- [Async Streaming Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/xai/usage/basic-async-stream.md)
- [Tool Use Stream](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/xai/usage/tool-use-stream.md)
- [Async Tool Use](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/xai/usage/async-tool-use.md)
- [Structured Output](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/xai/usage/structured-output.md)
- [Image Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/xai/usage/image-agent.md)
- [Image Agent Bytes](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/xai/usage/image-agent-bytes.md)
- [Live Search Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/xai/usage/live-search-agent.md)
- [Live Search Agent Stream](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/xai/usage/live-search-agent-stream.md)
- [Reasoning Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/native/xai/usage/reasoning-agent.md)
- [Ollama](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/overview.md)
- [Basic](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/basic.md)
- [Basic Stream](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/basic-stream.md)
- [Ollama Cloud](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/cloud.md)
- [Async Basic](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/async-basic.md)
- [Async Basic Stream](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/async-basic-stream.md)
- [Tool Use](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/tool-use.md)
- [Tool Use Stream](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/tool-use-stream.md)
- [Knowledge](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/knowledge.md)
- [Memory](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/memory.md)
- [Demo Deepseek R1](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/demo-deepseek-r1.md)
- [Demo Gemma](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/demo-gemma.md)
- [Demo Phi4](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/demo-phi4.md)
- [Demo Qwen](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/demo-qwen.md)
- [Image Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/image-agent.md)
- [Multimodal Agent](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/multimodal.md)
- [Set Client](https://agno-v2-includ-tool-results-in-member-responses.mintlify.site/models/providers/local/ollama/usage/set-client.md)

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