# PraisonAI

## Docs

- [AI Agents](https://praison.ai/docs/agents/agents.md)
- [Data Analyst Agent](https://praison.ai/docs/agents/data-analyst.md)
- [Deep Research Agent](https://praison.ai/docs/agents/deep-research.md)
- [Finance Agent](https://praison.ai/docs/agents/finance.md)
- [Image Analysis Agent](https://praison.ai/docs/agents/image.md)
- [Image to Text Agent](https://praison.ai/docs/agents/image-to-text.md)
- [Markdown Agent](https://praison.ai/docs/agents/markdown.md)
- [Planning Agent](https://praison.ai/docs/agents/planning.md)
- [Programming Agent](https://praison.ai/docs/agents/programming.md)
- [Prompt Expander Agent](https://praison.ai/docs/agents/prompt-expander.md)
- [Query Rewriter Agent](https://praison.ai/docs/agents/query-rewriter.md)
- [Recommendation Agent](https://praison.ai/docs/agents/recommendation.md)
- [Research Agent](https://praison.ai/docs/agents/research.md)
- [Shopping Agent](https://praison.ai/docs/agents/shopping.md)
- [Single Agent](https://praison.ai/docs/agents/single.md)
- [Video Agent](https://praison.ai/docs/agents/video.md)
- [Web Search Agent](https://praison.ai/docs/agents/websearch.md)
- [Wikipedia Agent](https://praison.ai/docs/agents/wikipedia.md)
- [API Reference](https://praison.ai/docs/api.md)
- [API Reference](https://praison.ai/docs/api-reference/index.md)
- [Workflow API](https://praison.ai/docs/api-reference/workflow-manager.md)
- [API Reference](https://praison.ai/docs/api/index.md)
- [A2A Architecture](https://praison.ai/docs/api/praisonaiagents/a2a/architecture.md)
- [A2A API](https://praison.ai/docs/api/praisonaiagents/a2a/endpoints.md)
- [GET Agent Card API](https://praison.ai/docs/api/praisonaiagents/a2a/get-agent-card.md)
- [GET Status API](https://praison.ai/docs/api/praisonaiagents/a2a/get-status.md)
- [POST A2A API](https://praison.ai/docs/api/praisonaiagents/a2a/post-a2a.md)
- [AG-UI API](https://praison.ai/docs/api/praisonaiagents/agui/endpoints.md)
- [GET /status](https://praison.ai/docs/api/praisonaiagents/agui/get-status.md)
- [POST /agui API](https://praison.ai/docs/api/praisonaiagents/agui/post-agui.md)
- [praisonaiagents API](https://praison.ai/docs/api/praisonaiagents/index.md)
- [Agent Launch API](https://praison.ai/docs/api/praisonaiagents/launch/endpoints.md)
- [POST Agent Endpoint API](https://praison.ai/docs/api/praisonaiagents/launch/post-endpoint.md)
- [MCP Server API](https://praison.ai/docs/api/praisonaiagents/mcp/endpoints.md)
- [GET /sse API](https://praison.ai/docs/api/praisonaiagents/mcp/get-sse.md)
- [POST Messages API](https://praison.ai/docs/api/praisonaiagents/mcp/post-messages.md)
- [Azure Audio](https://praison.ai/docs/audio/azure.md)
- [Deepgram](https://praison.ai/docs/audio/deepgram.md)
- [ElevenLabs](https://praison.ai/docs/audio/elevenlabs.md)
- [Fireworks AI Audio](https://praison.ai/docs/audio/fireworks.md)
- [Google Gemini Audio](https://praison.ai/docs/audio/gemini.md)
- [Groq Audio](https://praison.ai/docs/audio/groq.md)
- [MiniMax Audio](https://praison.ai/docs/audio/minimax.md)
- [OpenAI Audio](https://praison.ai/docs/audio/openai.md)
- [Audio Overview](https://praison.ai/docs/audio/overview.md)
- [OVHcloud STT](https://praison.ai/docs/audio/ovhcloud.md)
- [AWS Polly](https://praison.ai/docs/audio/polly.md)
- [Vertex AI Audio](https://praison.ai/docs/audio/vertex.md)
- [Agent Retry Strategies](https://praison.ai/docs/best-practices/agent-retry-strategies.md)
- [Debugging Multi-Agent Systems](https://praison.ai/docs/best-practices/debugging.md)
- [Error Handling in Multi-Agent Systems](https://praison.ai/docs/best-practices/error-handling.md)
- [Graceful Degradation Patterns](https://praison.ai/docs/best-practices/graceful-degradation.md)
- [Memory Cleanup for Long-Running Apps](https://praison.ai/docs/best-practices/memory-cleanup.md)
- [Multi-User Session Handling](https://praison.ai/docs/best-practices/multi-user-sessions.md)
- [Performance Tuning Guidelines](https://praison.ai/docs/best-practices/performance-tuning.md)
- [Security Best Practices](https://praison.ai/docs/best-practices/security.md)
- [State Conflict Resolution](https://praison.ai/docs/best-practices/state-conflict-resolution.md)
- [Task Orchestration Best Practices](https://praison.ai/docs/best-practices/task-orchestration.md)
- [Token Usage Optimization](https://praison.ai/docs/best-practices/token-optimization.md)
- [PraisonAI Call](https://praison.ai/docs/call.md)
- [Audio](https://praison.ai/docs/capabilities/audio.md)
- [Audio CLI](https://praison.ai/docs/capabilities/audio-cli.md)
- [Completions](https://praison.ai/docs/capabilities/completions.md)
- [Completions CLI](https://praison.ai/docs/capabilities/completions-cli.md)
- [Embeddings](https://praison.ai/docs/capabilities/embeddings.md)
- [Embeddings CLI](https://praison.ai/docs/capabilities/embeddings-cli.md)
- [Images](https://praison.ai/docs/capabilities/images.md)
- [Images CLI](https://praison.ai/docs/capabilities/images-cli.md)
- [Capabilities Overview](https://praison.ai/docs/capabilities/index.md)
- [Messages](https://praison.ai/docs/capabilities/messages.md)
- [Messages CLI](https://praison.ai/docs/capabilities/messages-cli.md)
- [Moderations](https://praison.ai/docs/capabilities/moderations.md)
- [Moderations CLI](https://praison.ai/docs/capabilities/moderations-cli.md)
- [Realtime](https://praison.ai/docs/capabilities/realtime.md)
- [Realtime CLI](https://praison.ai/docs/capabilities/realtime-cli.md)
- [ACP CLI](https://praison.ai/docs/cli/acp.md)
- [Agent](https://praison.ai/docs/cli/agent.md)
- [Agent-Centric Tools Module](https://praison.ai/docs/cli/agent-tools.md)
- [Multi-Agent CLI](https://praison.ai/docs/cli/agents.md)
- [API Reference Generator](https://praison.ai/docs/cli/api-md.md)
- [Async Jobs](https://praison.ai/docs/cli/async-jobs.md)
- [@ Mentions](https://praison.ai/docs/cli/at-mentions.md)
- [Attach](https://praison.ai/docs/cli/attach.md)
- [Audit CLI](https://praison.ai/docs/cli/audit.md)
- [Auth](https://praison.ai/docs/cli/auth.md)
- [Auto Mode](https://praison.ai/docs/cli/auto.md)
- [Auto Memory](https://praison.ai/docs/cli/auto-memory.md)
- [Autonomy Modes](https://praison.ai/docs/cli/autonomy-modes.md)
- [Background Tasks](https://praison.ai/docs/cli/background.md)
- [Batch](https://praison.ai/docs/cli/batch.md)
- [Benchmark](https://praison.ai/docs/cli/benchmark.md)
- [Call](https://praison.ai/docs/cli/call.md)
- [Chat](https://praison.ai/docs/cli/chat.md)
- [Checkpoints](https://praison.ai/docs/cli/checkpoint.md)
- [Claude CLI](https://praison.ai/docs/cli/claude-cli.md)
- [Claude Memory Tool](https://praison.ai/docs/cli/claude-memory.md)
- [CLI Reference](https://praison.ai/docs/cli/cli.md)
- [CLI Reference](https://praison.ai/docs/cli/cli-reference.md)
- [Code](https://praison.ai/docs/cli/code.md)
- [Codex CLI](https://praison.ai/docs/cli/codex-cli.md)
- [Command](https://praison.ai/docs/cli/command.md)
- [AI Commit](https://praison.ai/docs/cli/commit.md)
- [Context Compaction](https://praison.ai/docs/cli/compaction.md)
- [CLI Compare](https://praison.ai/docs/cli/compare.md)
- [Completion](https://praison.ai/docs/cli/completion.md)
- [Config](https://praison.ai/docs/cli/config.md)
- [Context](https://praison.ai/docs/cli/context.md)
- [Cost Tracking](https://praison.ai/docs/cli/cost-tracking.md)
- [Cursor CLI](https://praison.ai/docs/cli/cursor-cli.md)
- [Daemon — Warm Runtime](https://praison.ai/docs/cli/daemon.md)
- [Dashboard](https://praison.ai/docs/cli/dashboard.md)
- [ChromaDB CLI](https://praison.ai/docs/cli/databases/chroma.md)
- [JSON CLI](https://praison.ai/docs/cli/databases/json.md)
- [LanceDB CLI](https://praison.ai/docs/cli/databases/lancedb.md)
- [Memory CLI](https://praison.ai/docs/cli/databases/memory.md)
- [MongoDB CLI](https://praison.ai/docs/cli/databases/mongodb.md)
- [PGVector CLI](https://praison.ai/docs/cli/databases/pgvector.md)
- [Pinecone CLI](https://praison.ai/docs/cli/databases/pinecone.md)
- [PostgreSQL CLI](https://praison.ai/docs/cli/databases/postgres.md)
- [Qdrant CLI](https://praison.ai/docs/cli/databases/qdrant.md)
- [Redis CLI](https://praison.ai/docs/cli/databases/redis.md)
- [SQLite CLI](https://praison.ai/docs/cli/databases/sqlite.md)
- [Weaviate CLI](https://praison.ai/docs/cli/databases/weaviate.md)
- [Debug CLI](https://praison.ai/docs/cli/debug-cli.md)
- [Deep Research](https://praison.ai/docs/cli/deep-research.md)
- [Deploy](https://praison.ai/docs/cli/deploy.md)
- [Diag](https://praison.ai/docs/cli/diag.md)
- [Docs](https://praison.ai/docs/cli/docs.md)
- [Docs Code Validation](https://praison.ai/docs/cli/docs-validation.md)
- [Doctor](https://praison.ai/docs/cli/doctor.md)
- [Doctor CLI](https://praison.ai/docs/cli/doctor-cli.md)
- [Endpoints CLI](https://praison.ai/docs/cli/endpoints.md)
- [Env](https://praison.ai/docs/cli/env.md)
- [Agent Evaluation](https://praison.ai/docs/cli/eval.md)
- [Examples Runner](https://praison.ai/docs/cli/examples.md)
- [Fast Context](https://praison.ai/docs/cli/fast-context.md)
- [File Input](https://praison.ai/docs/cli/file-input.md)
- [Final Agent](https://praison.ai/docs/cli/final-agent.md)
- [Flow](https://praison.ai/docs/cli/flow.md)
- [Flow Display](https://praison.ai/docs/cli/flow-display.md)
- [Gemini CLI](https://praison.ai/docs/cli/gemini-cli.md)
- [Git Identity Configuration](https://praison.ai/docs/cli/git-identity.md)
- [Git Integration](https://praison.ai/docs/cli/git-integration.md)
- [Guardrail](https://praison.ai/docs/cli/guardrail.md)
- [Handoff](https://praison.ai/docs/cli/handoff.md)
- [Hooks](https://praison.ai/docs/cli/hooks.md)
- [Image Processing](https://praison.ai/docs/cli/image.md)
- [Image Description](https://praison.ai/docs/cli/image-describe.md)
- [Image Generation](https://praison.ai/docs/cli/image-generate.md)
- [Init](https://praison.ai/docs/cli/init.md)
- [Interactive Runtime Module](https://praison.ai/docs/cli/interactive-runtime.md)
- [Interactive Tools](https://praison.ai/docs/cli/interactive-tools.md)
- [Interactive TUI](https://praison.ai/docs/cli/interactive-tui.md)
- [Knowledge CLI](https://praison.ai/docs/cli/knowledge.md)
- [Knowledge CLI](https://praison.ai/docs/cli/knowledge-cli.md)
- [Lazy Imports CLI](https://praison.ai/docs/cli/lazy-imports.md)
- [Lite Package CLI](https://praison.ai/docs/cli/lite.md)
- [LSP](https://praison.ai/docs/cli/lsp.md)
- [LSP Code Intelligence Module](https://praison.ai/docs/cli/lsp-code-intelligence.md)
- [Max Tokens](https://praison.ai/docs/cli/max-tokens.md)
- [MCP (Model Context Protocol)](https://praison.ai/docs/cli/mcp.md)
- [MCP Lifecycle CLI](https://praison.ai/docs/cli/mcp-lifecycle.md)
- [MCP Pagination CLI](https://praison.ai/docs/cli/mcp-pagination.md)
- [MCP Registry Bridge CLI](https://praison.ai/docs/cli/mcp-registry-bridge.md)
- [MCP Server CLI](https://praison.ai/docs/cli/mcp-server.md)
- [MCP Tool Annotations CLI](https://praison.ai/docs/cli/mcp-tool-annotations.md)
- [MCP Tool Search CLI](https://praison.ai/docs/cli/mcp-tool-search.md)
- [Memory](https://praison.ai/docs/cli/memory.md)
- [@Mentions](https://praison.ai/docs/cli/mentions.md)
- [Message Queue](https://praison.ai/docs/cli/message-queue.md)
- [Metrics](https://praison.ai/docs/cli/metrics.md)
- [Models](https://praison.ai/docs/cli/models.md)
- [observability](https://praison.ai/docs/cli/monitoring/observability.md)
- [n8n Integration](https://praison.ai/docs/cli/n8n.md)
- [praisonai ollama](https://praison.ai/docs/cli/ollama.md)
- [Output Styles](https://praison.ai/docs/cli/output-style.md)
- [Package](https://praison.ai/docs/cli/package.md)
- [Package Manager CLI](https://praison.ai/docs/cli/package-manager.md)
- [Performance CLI](https://praison.ai/docs/cli/performance.md)
- [Permissions](https://praison.ai/docs/cli/permissions.md)
- [Persistence CLI](https://praison.ai/docs/cli/persistence.md)
- [Planning Mode](https://praison.ai/docs/cli/planning.md)
- [Policy Engine](https://praison.ai/docs/cli/policy.md)
- [Profile API](https://praison.ai/docs/cli/profile.md)
- [CLI Profiling](https://praison.ai/docs/cli/profiling.md)
- [Prompt Caching](https://praison.ai/docs/cli/prompt-caching.md)
- [Prompt Expansion](https://praison.ai/docs/cli/prompt-expansion.md)
- [Query Rewrite](https://praison.ai/docs/cli/query-rewrite.md)
- [Queue](https://praison.ai/docs/cli/queue.md)
- [RAG CLI](https://praison.ai/docs/cli/rag.md)
- [Real API Testing CLI](https://praison.ai/docs/cli/real-api-testing.md)
- [Realtime](https://praison.ai/docs/cli/realtime.md)
- [AI Code Editor Examples](https://praison.ai/docs/cli/realworld-examples.md)
- [Recipe](https://praison.ai/docs/cli/recipe.md)
- [Recipe Create](https://praison.ai/docs/cli/recipe-create.md)
- [Recipe Optimize](https://praison.ai/docs/cli/recipe-optimize.md)
- [Policy Packs](https://praison.ai/docs/cli/recipe-policy.md)
- [Recipe Registry](https://praison.ai/docs/cli/recipe-registry.md)
- [Run History](https://praison.ai/docs/cli/recipe-runs.md)
- [Security Features](https://praison.ai/docs/cli/recipe-security.md)
- [Recipe Serve](https://praison.ai/docs/cli/recipe-serve.md)
- [Recipe Serve Advanced CLI](https://praison.ai/docs/cli/recipe-serve-advanced.md)
- [Recipes CLI](https://praison.ai/docs/cli/recipes.md)
- [Recipes Code Usage](https://praison.ai/docs/cli/recipes-code.md)
- [Registry](https://praison.ai/docs/cli/registry.md)
- [Repository Map](https://praison.ai/docs/cli/repo-map.md)
- [Research](https://praison.ai/docs/cli/research.md)
- [Retrieval CLI Commands](https://praison.ai/docs/cli/retrieval.md)
- [Router](https://praison.ai/docs/cli/router.md)
- [Rules](https://praison.ai/docs/cli/rules.md)
- [Run](https://praison.ai/docs/cli/run.md)
- [Sandbox CLI](https://praison.ai/docs/cli/sandbox.md)
- [Sandbox Execution](https://praison.ai/docs/cli/sandbox-execution.md)
- [Schedule](https://praison.ai/docs/cli/schedule.md)
- [Scheduler CLI](https://praison.ai/docs/cli/scheduler.md)
- [Serve](https://praison.ai/docs/cli/serve.md)
- [Session](https://praison.ai/docs/cli/session.md)
- [Resume a Session](https://praison.ai/docs/cli/session-resume.md)
- [Setup](https://praison.ai/docs/cli/setup.md)
- [Agent Skills](https://praison.ai/docs/cli/skills.md)
- [Slash Commands](https://praison.ai/docs/cli/slash-commands.md)
- [Standardise](https://praison.ai/docs/cli/standardise.md)
- [Strict Tools Mode](https://praison.ai/docs/cli/strict-tools.md)
- [Strict Tools CLI](https://praison.ai/docs/cli/strict-tools-cli.md)
- [Telemetry](https://praison.ai/docs/cli/telemetry.md)
- [Template Catalog CLI](https://praison.ai/docs/cli/template-catalog.md)
- [Template Catalog Module](https://praison.ai/docs/cli/template-catalog-code.md)
- [Templates](https://praison.ai/docs/cli/templates.md)
- [Add Templates](https://praison.ai/docs/cli/templates-add.md)
- [Add Templates CLI](https://praison.ai/docs/cli/templates-add-cli.md)
- [Templates CLI](https://praison.ai/docs/cli/templates-cli.md)
- [Thinking Budgets](https://praison.ai/docs/cli/thinking.md)
- [Thread Safety CLI](https://praison.ai/docs/cli/thread-safety.md)
- [Todo](https://praison.ai/docs/cli/todo.md)
- [Tool Approval](https://praison.ai/docs/cli/tool-approval.md)
- [Tool Call Tracking](https://praison.ai/docs/cli/tool-tracking.md)
- [Tools](https://praison.ai/docs/cli/tools.md)
- [Add Tools](https://praison.ai/docs/cli/tools-add.md)
- [Add Tools CLI](https://praison.ai/docs/cli/tools-add-cli.md)
- [Tools Discover](https://praison.ai/docs/cli/tools-discover.md)
- [Tools Discover CLI](https://praison.ai/docs/cli/tools-discover-cli.md)
- [Tools Doctor](https://praison.ai/docs/cli/tools-doctor.md)
- [Tools Doctor CLI](https://praison.ai/docs/cli/tools-doctor-cli.md)
- [Tools Override](https://praison.ai/docs/cli/tools-override.md)
- [Tools Override CLI](https://praison.ai/docs/cli/tools-override-cli.md)
- [Tools Resolve](https://praison.ai/docs/cli/tools-resolve.md)
- [Tools Resolve CLI](https://praison.ai/docs/cli/tools-resolve-cli.md)
- [Tools Show Sources](https://praison.ai/docs/cli/tools-show-sources.md)
- [Tools Show Sources CLI](https://praison.ai/docs/cli/tools-show-sources-cli.md)
- [Tools Sources](https://praison.ai/docs/cli/tools-sources.md)
- [Tools Sources CLI](https://praison.ai/docs/cli/tools-sources-cli.md)
- [Traces](https://praison.ai/docs/cli/traces.md)
- [Tracker](https://praison.ai/docs/cli/tracker.md)
- [Train](https://praison.ai/docs/cli/train.md)
- [TUI](https://praison.ai/docs/cli/tui.md)
- [TypeScript CLI (praisonai-ts)](https://praison.ai/docs/cli/typescript-cli.md)
- [UI](https://praison.ai/docs/cli/ui.md)
- [praisonai uninstall](https://praison.ai/docs/cli/uninstall.md)
- [praisonai upgrade](https://praison.ai/docs/cli/upgrade.md)
- [Usage](https://praison.ai/docs/cli/usage.md)
- [Usage CLI](https://praison.ai/docs/cli/usage-cli.md)
- [Validate](https://praison.ai/docs/cli/validate.md)
- [Version](https://praison.ai/docs/cli/version.md)
- [Web Fetch](https://praison.ai/docs/cli/web-fetch.md)
- [Web Search](https://praison.ai/docs/cli/web-search.md)
- [Workflow](https://praison.ai/docs/cli/workflow.md)
- [Claude Code Integration](https://praison.ai/docs/code/claude-code.md)
- [Codex CLI Integration](https://praison.ai/docs/code/codex-cli.md)
- [Cursor CLI Integration](https://praison.ai/docs/code/cursor-cli.md)
- [Code Editing](https://praison.ai/docs/code/editing.md)
- [External Agents](https://praison.ai/docs/code/external-agents.md)
- [Gemini CLI Integration](https://praison.ai/docs/code/gemini-cli.md)
- [Grok CLI Integration](https://praison.ai/docs/code/grok-cli.md)
- [Code Features Overview](https://praison.ai/docs/code/overview.md)
- [Agent Learn](https://praison.ai/docs/concepts/agent-learn.md)
- [Agent Train](https://praison.ai/docs/concepts/agent-train.md)
- [AgentFlow](https://praison.ai/docs/concepts/agentflow.md)
- [AgentOS](https://praison.ai/docs/concepts/agentos.md)
- [Agents](https://praison.ai/docs/concepts/agents.md)
- [AgentTeam](https://praison.ai/docs/concepts/agentteam.md)
- [Approval](https://praison.ai/docs/concepts/approval.md)
- [SDK Architecture](https://praison.ai/docs/concepts/architecture.md)
- [Agent Autonomy](https://praison.ai/docs/concepts/autonomy.md)
- [Autonomy vs Interactive](https://praison.ai/docs/concepts/autonomy-vs-interactive.md)
- [BotOS](https://praison.ai/docs/concepts/bot-os.md)
- [Budget Management](https://praison.ai/docs/concepts/budget.md)
- [Agent Caching](https://praison.ai/docs/concepts/caching.md)
- [Context / Harness / Loop Engineering](https://praison.ai/docs/concepts/chl-engineering.md)
- [PraisonAI Claw](https://praison.ai/docs/concepts/claw.md)
- [AI Agents with Context](https://praison.ai/docs/concepts/context.md)
- [Context vs Knowledge](https://praison.ai/docs/concepts/context-vs-knowledge.md)
- [Context vs Memory](https://praison.ai/docs/concepts/context-vs-memory.md)
- [Core Components](https://praison.ai/docs/concepts/core-components.md)
- [Core Principles](https://praison.ai/docs/concepts/core-principles.md)
- [Agent Evaluation](https://praison.ai/docs/concepts/evaluation.md)
- [Agent Execution](https://praison.ai/docs/concepts/execution.md)
- [Agent Guardrails](https://praison.ai/docs/concepts/guardrails.md)
- [Agent Handoffs](https://praison.ai/docs/concepts/handoffs.md)
- [Agent Hooks](https://praison.ai/docs/concepts/hooks.md)
- [Hooks vs Callbacks](https://praison.ai/docs/concepts/hooks-vs-callbacks.md)
- [Input Handling](https://praison.ai/docs/concepts/input-handling.md)
- [AI Agents with Knowledge](https://praison.ai/docs/concepts/knowledge.md)
- [Knowledge vs Memory vs Context vs RAG](https://praison.ai/docs/concepts/knowledge-memory-context-rag.md)
- [Learn vs Train](https://praison.ai/docs/concepts/learn-vs-train.md)
- [Managed Agents](https://praison.ai/docs/concepts/managed-agents.md)
- [Daytona Workspace Agents](https://praison.ai/docs/concepts/managed-agents-daytona.md)
- [Docker Compute Agents](https://praison.ai/docs/concepts/managed-agents-docker.md)
- [E2B Cloud Agents](https://praison.ai/docs/concepts/managed-agents-e2b.md)
- [Local Managed Agents](https://praison.ai/docs/concepts/managed-agents-local.md)
- [Modal Compute Agents](https://praison.ai/docs/concepts/managed-agents-modal.md)
- [Agent MCP Integration](https://praison.ai/docs/concepts/mcp.md)
- [AI Agents with Memory](https://praison.ai/docs/concepts/memory.md)
- [Memory vs Learning](https://praison.ai/docs/concepts/memory-vs-learning.md)
- [Agent Output](https://praison.ai/docs/concepts/output.md)
- [Agent Planning](https://praison.ai/docs/concepts/planning.md)
- [Agent Process Types](https://praison.ai/docs/concepts/process.md)
- [RAG (Retrieval Augmented Generation)](https://praison.ai/docs/concepts/rag.md)
- [Ralph Loops](https://praison.ai/docs/concepts/ralph-loops.md)
- [Agent Templates](https://praison.ai/docs/concepts/recipes.md)
- [Agent Reflection](https://praison.ai/docs/concepts/reflection.md)
- [Agent Session Management](https://praison.ai/docs/concepts/session-management.md)
- [Agent Skills](https://praison.ai/docs/concepts/skills.md)
- [Storage Paths](https://praison.ai/docs/concepts/storage-paths.md)
- [Store Types](https://praison.ai/docs/concepts/store-types.md)
- [Agent Tasks](https://praison.ai/docs/concepts/tasks.md)
- [Prompt Templates](https://praison.ai/docs/concepts/templates.md)
- [AI Agents with Tools](https://praison.ai/docs/concepts/tools.md)
- [Web](https://praison.ai/docs/concepts/web.md)
- [Agent Configuration](https://praison.ai/docs/configuration/agent-config.md)
- [AutonomyConfig](https://praison.ai/docs/configuration/autonomy-config.md)
- [Configuration Best Practices](https://praison.ai/docs/configuration/best-practices.md)
- [CachingConfig](https://praison.ai/docs/configuration/caching-config.md)
- [ExecutionConfig](https://praison.ai/docs/configuration/execution-config.md)
- [Guardrail Configuration](https://praison.ai/docs/configuration/guardrail-config.md)
- [Handoff Configuration](https://praison.ai/docs/configuration/handoff-config.md)
- [HooksConfig](https://praison.ai/docs/configuration/hooks-config.md)
- [Configuration Reference](https://praison.ai/docs/configuration/index.md)
- [KnowledgeConfig](https://praison.ai/docs/configuration/knowledge-config.md)
- [LearnConfig](https://praison.ai/docs/configuration/learn-config.md)
- [LLM Configuration](https://praison.ai/docs/configuration/llm-config.md)
- [Memory Configuration](https://praison.ai/docs/configuration/memory-config.md)
- [OutputConfig](https://praison.ai/docs/configuration/output-config.md)
- [PlanningConfig](https://praison.ai/docs/configuration/planning-config.md)
- [ReflectionConfig](https://praison.ai/docs/configuration/reflection-config.md)
- [SkillsConfig](https://praison.ai/docs/configuration/skills-config.md)
- [Task Configuration](https://praison.ai/docs/configuration/task-config.md)
- [TemplateConfig](https://praison.ai/docs/configuration/template-config.md)
- [Tool Configuration](https://praison.ai/docs/configuration/tool-config.md)
- [WebConfig](https://praison.ai/docs/configuration/web-config.md)
- [Contributing](https://praison.ai/docs/contributing.md)
- [Introduction to AI Agents](https://praison.ai/docs/course/agents/01-introduction.md)
- [Types of AI Agents](https://praison.ai/docs/course/agents/02-types-of-agents.md)
- [Agent Architecture](https://praison.ai/docs/course/agents/03-agent-architecture.md)
- [Creating Effective Agent Instructions](https://praison.ai/docs/course/agents/04-agent-instructions.md)
- [Agent Tools](https://praison.ai/docs/course/agents/05-agent-tools.md)
- [Agent Memory](https://praison.ai/docs/course/agents/06-agent-memory.md)
- [Multi-Agent Systems](https://praison.ai/docs/course/agents/07-multi-agent-systems.md)
- [Agent Process](https://praison.ai/docs/course/agents/08-agent-process.md)
- [Knowledge Bases](https://praison.ai/docs/course/agents/09-knowledge-bases.md)
- [Agent Tasks](https://praison.ai/docs/course/agents/10-agent-tasks.md)
- [Creating Your First Agent](https://praison.ai/docs/course/agents/11-creating-your-first-agent.md)
- [Adding Tools to Agents](https://praison.ai/docs/course/agents/12-adding-tools-to-agents.md)
- [Building a Multi-Agent System](https://praison.ai/docs/course/agents/13-building-multi-agent-system.md)
- [Building Conversational Agents](https://praison.ai/docs/course/agents/14-conversational-agents.md)
- [Building Research Agents](https://praison.ai/docs/course/agents/15-research-agents.md)
- [Content Creation Agents](https://praison.ai/docs/course/agents/16-content-creation-agents.md)
- [Data Analysis Agents](https://praison.ai/docs/course/agents/17-data-analysis-agents.md)
- [Customer Support Agents](https://praison.ai/docs/course/agents/18-customer-support-agents.md)
- [Personal Assistant Agents](https://praison.ai/docs/course/agents/19-personal-assistant-agents.md)
- [Deploying Agents](https://praison.ai/docs/course/agents/20-deploying-agents.md)
- [Cassandra](https://praison.ai/docs/databases/cassandra.md)
- [ChromaDB](https://praison.ai/docs/databases/chroma.md)
- [ClickHouse](https://praison.ai/docs/databases/clickhouse.md)
- [Azure Cosmos DB](https://praison.ai/docs/databases/cosmosdb.md)
- [Couchbase](https://praison.ai/docs/databases/couchbase.md)
- [DynamoDB](https://praison.ai/docs/databases/dynamodb.md)
- [Firestore](https://praison.ai/docs/databases/firestore.md)
- [Google Cloud Storage](https://praison.ai/docs/databases/gcs.md)
- [JSON](https://praison.ai/docs/databases/json.md)
- [LanceDB](https://praison.ai/docs/databases/lancedb.md)
- [Milvus](https://praison.ai/docs/databases/milvus.md)
- [MongoDB](https://praison.ai/docs/databases/mongodb.md)
- [MySQL](https://praison.ai/docs/databases/mysql.md)
- [Neon](https://praison.ai/docs/databases/neon.md)
- [Databases Overview](https://praison.ai/docs/databases/overview.md)
- [PGVector](https://praison.ai/docs/databases/pgvector.md)
- [Pinecone](https://praison.ai/docs/databases/pinecone.md)
- [PostgreSQL](https://praison.ai/docs/databases/postgres.md)
- [Qdrant](https://praison.ai/docs/databases/qdrant.md)
- [Redis](https://praison.ai/docs/databases/redis.md)
- [SingleStore](https://praison.ai/docs/databases/singlestore.md)
- [SQLite](https://praison.ai/docs/databases/sqlite.md)
- [Supabase](https://praison.ai/docs/databases/supabase.md)
- [SurrealDB](https://praison.ai/docs/databases/surrealdb.md)
- [Upstash](https://praison.ai/docs/databases/upstash.md)
- [Weaviate](https://praison.ai/docs/databases/weaviate.md)
- [Deploy API: A2A Server](https://praison.ai/docs/deploy/api/a2a-api.md)
- [A2U API](https://praison.ai/docs/deploy/api/a2u-api.md)
- [Deploy API: Agents Server](https://praison.ai/docs/deploy/api/agents-api.md)
- [Deploy API: AGUI Server](https://praison.ai/docs/deploy/api/agui-api.md)
- [Cancel Run API](https://praison.ai/docs/deploy/api/async-jobs/cancel-run.md)
- [Delete Run API](https://praison.ai/docs/deploy/api/async-jobs/delete-run.md)
- [Get Run Result API](https://praison.ai/docs/deploy/api/async-jobs/get-run-result.md)
- [Get Run Status API](https://praison.ai/docs/deploy/api/async-jobs/get-run-status.md)
- [Health Check API](https://praison.ai/docs/deploy/api/async-jobs/health.md)
- [Async Jobs API](https://praison.ai/docs/deploy/api/async-jobs/index.md)
- [List Runs API](https://praison.ai/docs/deploy/api/async-jobs/list-runs.md)
- [Stats API](https://praison.ai/docs/deploy/api/async-jobs/stats.md)
- [Stream Run API](https://praison.ai/docs/deploy/api/async-jobs/stream-run.md)
- [Submit Run API](https://praison.ai/docs/deploy/api/async-jobs/submit-run.md)
- [Discovery API](https://praison.ai/docs/deploy/api/discovery-api.md)
- [Health API](https://praison.ai/docs/deploy/api/health-api.md)
- [PraisonAI API Overview](https://praison.ai/docs/deploy/api/index.md)
- [Jobs API](https://praison.ai/docs/deploy/api/jobs-api.md)
- [Deploy API: MCP Server](https://praison.ai/docs/deploy/api/mcp-api.md)
- [Recipe API](https://praison.ai/docs/deploy/api/recipe-api.md)
- [Recipe Registry API](https://praison.ai/docs/deploy/api/recipe-registry-api.md)
- [Voice Call API](https://praison.ai/docs/deploy/api/voice-call/endpoints.md)
- [Async Jobs Deployment](https://praison.ai/docs/deploy/async-jobs-deploy.md)
- [Background Tasks Deployment](https://praison.ai/docs/deploy/background-tasks.md)
- [Deploy: API Server](https://praison.ai/docs/deploy/cli/api.md)
- [Deploy: AWS](https://praison.ai/docs/deploy/cli/aws.md)
- [Deploy CLI: Azure](https://praison.ai/docs/deploy/cli/azure.md)
- [Deploy: Docker](https://praison.ai/docs/deploy/cli/docker.md)
- [Deploy CLI: Doctor](https://praison.ai/docs/deploy/cli/doctor.md)
- [Deploy: GCP](https://praison.ai/docs/deploy/cli/gcp.md)
- [Deploy CLI](https://praison.ai/docs/deploy/cli/index.md)
- [Deploy CLI: Status & Destroy](https://praison.ai/docs/deploy/cli/status.md)
- [Deploy](https://praison.ai/docs/deploy/index.md)
- [Recipe Registry Server](https://praison.ai/docs/deploy/recipe-registry-server.md)
- [Scheduler Deployment](https://praison.ai/docs/deploy/scheduler-deploy.md)
- [Server: A2A](https://praison.ai/docs/deploy/servers/a2a.md)
- [Server: A2U](https://praison.ai/docs/deploy/servers/a2u.md)
- [Server: Agents HTTP](https://praison.ai/docs/deploy/servers/agents.md)
- [Server: Agents MCP](https://praison.ai/docs/deploy/servers/agents-mcp.md)
- [Server: AGUI](https://praison.ai/docs/deploy/servers/agui.md)
- [Server: PraisonAI MCP](https://praison.ai/docs/deploy/servers/praisonai-mcp.md)
- [Server: Recipes MCP](https://praison.ai/docs/deploy/servers/recipes-mcp.md)
- [Server: Tools MCP](https://praison.ai/docs/deploy/servers/tools-mcp.md)
- [Server: Unified](https://praison.ai/docs/deploy/servers/unified.md)
- [Agents Playbook](https://praison.ai/docs/developers/agents-playbook.md)
- [Benchmarks](https://praison.ai/docs/developers/benchmarks.md)
- [Development Setup](https://praison.ai/docs/developers/development-setup.md)
- [Google Colab Integration](https://praison.ai/docs/developers/googlecolab.md)
- [Google Colab Tools](https://praison.ai/docs/developers/googlecolab-tools.md)
- [Local Development](https://praison.ai/docs/developers/local-development.md)
- [Pytest Failure Categories](https://praison.ai/docs/developers/pytest-failure-categories.md)
- [Complete Reference](https://praison.ai/docs/developers/reference-home.md)
- [Testing Guide](https://praison.ai/docs/developers/testing.md)
- [PraisonAI Package Integration](https://praison.ai/docs/developers/wrapper.md)
- [Integrate with Tools](https://praison.ai/docs/developers/wrapper-tools.md)
- [Embedding Providers](https://praison.ai/docs/embeddings/index.md)
- [Azure OpenAI Embeddings](https://praison.ai/docs/embeddings/providers/azure.md)
- [Azure AI Embeddings](https://praison.ai/docs/embeddings/providers/azure-ai.md)
- [AWS Bedrock Embeddings](https://praison.ai/docs/embeddings/providers/bedrock.md)
- [Cohere Embeddings](https://praison.ai/docs/embeddings/providers/cohere.md)
- [Databricks Embeddings](https://praison.ai/docs/embeddings/providers/databricks.md)
- [Fireworks AI Embeddings](https://praison.ai/docs/embeddings/providers/fireworks-ai.md)
- [Google Gemini Embeddings](https://praison.ai/docs/embeddings/providers/gemini.md)
- [HuggingFace Embeddings](https://praison.ai/docs/embeddings/providers/huggingface.md)
- [Infinity Embeddings](https://praison.ai/docs/embeddings/providers/infinity.md)
- [Jina AI Embeddings](https://praison.ai/docs/embeddings/providers/jina-ai.md)
- [LM Studio Embeddings](https://praison.ai/docs/embeddings/providers/lm-studio.md)
- [Mistral Embeddings](https://praison.ai/docs/embeddings/providers/mistral.md)
- [Nebius Embeddings](https://praison.ai/docs/embeddings/providers/nebius.md)
- [NVIDIA NIM Embeddings](https://praison.ai/docs/embeddings/providers/nvidia-nim.md)
- [Ollama Embeddings](https://praison.ai/docs/embeddings/providers/ollama.md)
- [OpenAI Embeddings](https://praison.ai/docs/embeddings/providers/openai.md)
- [OVHcloud Embeddings](https://praison.ai/docs/embeddings/providers/ovhcloud.md)
- [SambaNova Embeddings](https://praison.ai/docs/embeddings/providers/sambanova.md)
- [Snowflake Embeddings](https://praison.ai/docs/embeddings/providers/snowflake.md)
- [Together AI Embeddings](https://praison.ai/docs/embeddings/providers/together-ai.md)
- [Google Vertex AI Embeddings](https://praison.ai/docs/embeddings/providers/vertex-ai.md)
- [vLLM Embeddings](https://praison.ai/docs/embeddings/providers/vllm.md)
- [Volcengine Embeddings](https://praison.ai/docs/embeddings/providers/volcengine.md)
- [Voyage AI Embeddings](https://praison.ai/docs/embeddings/providers/voyage.md)
- [IBM Watsonx Embeddings](https://praison.ai/docs/embeddings/providers/watsonx.md)
- [Evaluation Loop](https://praison.ai/docs/eval/evaluation-loop.md)
- [Judge](https://praison.ai/docs/eval/judge.md)
- [Recipe Judge](https://praison.ai/docs/eval/recipe-judge.md)
- [Adaptive Learning](https://praison.ai/docs/examples/adaptive-learning.md)
- [Agent Recipes CLI](https://praison.ai/docs/examples/agent-recipes/cli.md)
- [AI A/B Hook Tester](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-ab-hook-tester.md)
- [AI Angle Generator](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-angle-generator.md)
- [AI Brief Generator](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-brief-generator.md)
- [AI B-roll Builder](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-broll-builder.md)
- [AI Comment Miner](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-comment-miner.md)
- [AI Content Calendar](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-content-calendar.md)
- [AI Context Enricher](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-context-enricher.md)
- [AI CTA Generator](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-cta-generator.md)
- [AI Daily News Show](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-daily-news-show.md)
- [AI Fact Checker](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-fact-checker.md)
- [AI Hashtag Optimizer](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-hashtag-optimizer.md)
- [AI Hook Generator](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-hook-generator.md)
- [AI News Capture Pack](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-news-capture-pack.md)
- [AI News Crawler](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-news-crawler.md)
- [AI News Deduper](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-news-deduper.md)
- [AI Performance Analyzer](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-performance-analyzer.md)
- [AI Post Copy Generator](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-post-copy-generator.md)
- [AI Publisher Pack](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-publisher-pack.md)
- [AI Screen Recorder](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-screen-recorder.md)
- [AI Screenshot Capture](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-screenshot-capture.md)
- [AI Script Writer](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-script-writer.md)
- [AI Signal Ranker](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-signal-ranker.md)
- [AI Video Merger](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-video-merger.md)
- [AI Voiceover Generator](https://praison.ai/docs/examples/agent-recipes/creator-suite/ai-voiceover-generator.md)
- [Chart Generator](https://praison.ai/docs/examples/agent-recipes/data/ai-chart-generator.md)
- [Data Anonymizer](https://praison.ai/docs/examples/agent-recipes/data/ai-data-anonymizer.md)
- [Duplicate Finder](https://praison.ai/docs/examples/agent-recipes/data/ai-duplicate-finder.md)
- [ETL Pipeline](https://praison.ai/docs/examples/agent-recipes/data/ai-etl-pipeline.md)
- [Excel Formula Generator](https://praison.ai/docs/examples/agent-recipes/data/ai-excel-formula-generator.md)
- [Log Analyzer](https://praison.ai/docs/examples/agent-recipes/data/ai-log-analyzer.md)
- [Report Generator](https://praison.ai/docs/examples/agent-recipes/data/ai-report-generator.md)
- [Sentiment Analyzer](https://praison.ai/docs/examples/agent-recipes/data/ai-sentiment-analyzer.md)
- [API Doc Generator](https://praison.ai/docs/examples/agent-recipes/developer/ai-api-doc-generator.md)
- [API Tester](https://praison.ai/docs/examples/agent-recipes/developer/ai-api-tester.md)
- [Code Refactorer](https://praison.ai/docs/examples/agent-recipes/developer/ai-code-refactorer.md)
- [Code Reviewer](https://praison.ai/docs/examples/agent-recipes/developer/ai-code-reviewer.md)
- [Commit Message Generator](https://praison.ai/docs/examples/agent-recipes/developer/ai-commit-message-generator.md)
- [Regex Generator](https://praison.ai/docs/examples/agent-recipes/developer/ai-regex-generator.md)
- [SQL Generator](https://praison.ai/docs/examples/agent-recipes/developer/ai-sql-generator.md)
- [Test Generator](https://praison.ai/docs/examples/agent-recipes/developer/ai-test-generator.md)
- [Contract Analyzer](https://praison.ai/docs/examples/agent-recipes/documents/ai-contract-analyzer.md)
- [Ebook Converter](https://praison.ai/docs/examples/agent-recipes/documents/ai-ebook-converter.md)
- [FAQ Generator](https://praison.ai/docs/examples/agent-recipes/documents/ai-faq-generator.md)
- [Form Filler](https://praison.ai/docs/examples/agent-recipes/documents/ai-form-filler.md)
- [Invoice Processor](https://praison.ai/docs/examples/agent-recipes/documents/ai-invoice-processor.md)
- [Meeting Summarizer](https://praison.ai/docs/examples/agent-recipes/documents/ai-meeting-summarizer.md)
- [Resume Parser](https://praison.ai/docs/examples/agent-recipes/documents/ai-resume-parser.md)
- [Slide Generator](https://praison.ai/docs/examples/agent-recipes/documents/ai-slide-generator.md)
- [API Doc Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-api-doc-generator.md)
- [API Tester Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-api-tester.md)
- [Audio Enhancer Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-audio-enhancer.md)
- [Background Music Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-background-music-generator.md)
- [Background Remover Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-background-remover.md)
- [Barcode Scanner Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-barcode-scanner.md)
- [Blog Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-blog-generator.md)
- [Calendar Scheduler Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-calendar-scheduler.md)
- [Chart Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-chart-generator.md)
- [Code Refactorer Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-code-refactorer.md)
- [Code Reviewer Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-code-reviewer.md)
- [Color Palette Extractor Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-color-palette-extractor.md)
- [Commit Message Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-commit-message-generator.md)
- [Contract Analyzer Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-contract-analyzer.md)
- [Data Anonymizer Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-data-anonymizer.md)
- [Duplicate Finder Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-duplicate-finder.md)
- [Ebook Converter Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-ebook-converter.md)
- [Email Parser Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-email-parser.md)
- [ETL Pipeline Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-etl-pipeline.md)
- [Excel Formula Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-excel-formula-generator.md)
- [Face Blur Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-face-blur.md)
- [FAQ Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-faq-generator.md)
- [File Organizer Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-file-organizer.md)
- [Form Filler Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-form-filler.md)
- [Image Captioner Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-image-captioner.md)
- [Image Tagger Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-image-tagger.md)
- [Image Upscaler Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-image-upscaler.md)
- [Invoice Processor Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-invoice-processor.md)
- [Log Analyzer Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-log-analyzer.md)
- [Meeting Summarizer Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-meeting-summarizer.md)
- [Meta Tag Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-meta-tag-generator.md)
- [Newsletter Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-newsletter-generator.md)
- [Note Summarizer Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-note-summarizer.md)
- [Podcast Transcriber Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-podcast-transcriber.md)
- [Product Description Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-product-description-generator.md)
- [QR Code Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-qr-code-generator.md)
- [Regex Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-regex-generator.md)
- [Report Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-report-generator.md)
- [Resume Parser Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-resume-parser.md)
- [RSS Aggregator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-rss-aggregator.md)
- [Sentiment Analyzer Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-sentiment-analyzer.md)
- [SEO Optimizer Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-seo-optimizer.md)
- [Sitemap Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-sitemap-generator.md)
- [Slide Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-slide-generator.md)
- [Social Media Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-social-media-generator.md)
- [SQL Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-sql-generator.md)
- [Subtitle Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-subtitle-generator.md)
- [Test Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-test-generator.md)
- [Translation Batch Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-translation-batch.md)
- [Video Chapter Generator Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-video-chapter-generator.md)
- [Video Compressor Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-video-compressor.md)
- [Video Highlight Extractor Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-video-highlight-extractor.md)
- [Voice Cloner Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-voice-cloner.md)
- [Watermark Adder Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-watermark-adder.md)
- [Watermark Remover Example](https://praison.ai/docs/examples/agent-recipes/examples/ai-watermark-remover.md)
- [Background Remover](https://praison.ai/docs/examples/agent-recipes/images/ai-background-remover.md)
- [Color Palette Extractor](https://praison.ai/docs/examples/agent-recipes/images/ai-color-palette-extractor.md)
- [Face Blur](https://praison.ai/docs/examples/agent-recipes/images/ai-face-blur.md)
- [Image Captioner](https://praison.ai/docs/examples/agent-recipes/images/ai-image-captioner.md)
- [Image Tagger](https://praison.ai/docs/examples/agent-recipes/images/ai-image-tagger.md)
- [Image Upscaler](https://praison.ai/docs/examples/agent-recipes/images/ai-image-upscaler.md)
- [Watermark Adder](https://praison.ai/docs/examples/agent-recipes/images/ai-watermark-adder.md)
- [Watermark Remover](https://praison.ai/docs/examples/agent-recipes/images/ai-watermark-remover.md)
- [AI Tools](https://praison.ai/docs/examples/agent-recipes/index.md)
- [Agent Recipes Integration](https://praison.ai/docs/examples/agent-recipes/integration.md)
- [Barcode Scanner](https://praison.ai/docs/examples/agent-recipes/productivity/ai-barcode-scanner.md)
- [Calendar Scheduler](https://praison.ai/docs/examples/agent-recipes/productivity/ai-calendar-scheduler.md)
- [Email Parser](https://praison.ai/docs/examples/agent-recipes/productivity/ai-email-parser.md)
- [File Organizer](https://praison.ai/docs/examples/agent-recipes/productivity/ai-file-organizer.md)
- [Note Summarizer](https://praison.ai/docs/examples/agent-recipes/productivity/ai-note-summarizer.md)
- [QR Code Generator](https://praison.ai/docs/examples/agent-recipes/productivity/ai-qr-code-generator.md)
- [Translation Batch](https://praison.ai/docs/examples/agent-recipes/productivity/ai-translation-batch.md)
- [Server](https://praison.ai/docs/examples/agent-recipes/server.md)
- [Agent Recipes Troubleshooting](https://praison.ai/docs/examples/agent-recipes/troubleshooting.md)
- [Audio Enhancer](https://praison.ai/docs/examples/agent-recipes/video-audio/ai-audio-enhancer.md)
- [Background Music Generator](https://praison.ai/docs/examples/agent-recipes/video-audio/ai-background-music-generator.md)
- [Podcast Transcriber](https://praison.ai/docs/examples/agent-recipes/video-audio/ai-podcast-transcriber.md)
- [AI Subtitle Generator](https://praison.ai/docs/examples/agent-recipes/video-audio/ai-subtitle-generator.md)
- [Video Chapter Generator](https://praison.ai/docs/examples/agent-recipes/video-audio/ai-video-chapter-generator.md)
- [Video Compressor](https://praison.ai/docs/examples/agent-recipes/video-audio/ai-video-compressor.md)
- [Video Highlight Extractor](https://praison.ai/docs/examples/agent-recipes/video-audio/ai-video-highlight-extractor.md)
- [Voice Cloner](https://praison.ai/docs/examples/agent-recipes/video-audio/ai-voice-cloner.md)
- [Blog Generator](https://praison.ai/docs/examples/agent-recipes/web-content/ai-blog-generator.md)
- [Meta Tag Generator](https://praison.ai/docs/examples/agent-recipes/web-content/ai-meta-tag-generator.md)
- [Newsletter Generator](https://praison.ai/docs/examples/agent-recipes/web-content/ai-newsletter-generator.md)
- [Product Description Generator](https://praison.ai/docs/examples/agent-recipes/web-content/ai-product-description-generator.md)
- [RSS Aggregator](https://praison.ai/docs/examples/agent-recipes/web-content/ai-rss-aggregator.md)
- [SEO Optimizer](https://praison.ai/docs/examples/agent-recipes/web-content/ai-seo-optimizer.md)
- [Sitemap Generator](https://praison.ai/docs/examples/agent-recipes/web-content/ai-sitemap-generator.md)
- [Social Media Generator](https://praison.ai/docs/examples/agent-recipes/web-content/ai-social-media-generator.md)
- [AI WordPress Post Generator](https://praison.ai/docs/examples/agent-recipes/web-content/ai-wordpress-post-generator.md)
- [Climate Impact](https://praison.ai/docs/examples/climate-impact.md)
- [Code Analysis Agent](https://praison.ai/docs/examples/code-analysis.md)
- [Code Review](https://praison.ai/docs/examples/code-review.md)
- [Crypto Validator](https://praison.ai/docs/examples/crypto-validator.md)
- [Customer Service](https://praison.ai/docs/examples/customer-service.md)
- [DeFi Market Maker](https://praison.ai/docs/examples/defi-market-maker.md)
- [Emergency Response](https://praison.ai/docs/examples/emergency-response.md)
- [Examples](https://praison.ai/docs/examples/examples.md)
- [Fraud Detection](https://praison.ai/docs/examples/fraud-detection.md)
- [Hackathon Judge](https://praison.ai/docs/examples/hackathon-judge.md)
- [Healthcare Diagnosis](https://praison.ai/docs/examples/healthcare-diagnosis.md)
- [Medicine Protocol](https://praison.ai/docs/examples/medicine-protocol.md)
- [Multilingual Content](https://praison.ai/docs/examples/multilingual-content.md)
- [Neural Architecture](https://praison.ai/docs/examples/neural-architecture.md)
- [Predictive Maintenance](https://praison.ai/docs/examples/predictive-maintenance.md)
- [Quantum Optimiser](https://praison.ai/docs/examples/quantum-optimiser.md)
- [Customer Support Reply Drafter](https://praison.ai/docs/examples/recipe-examples/customer-support-reply-drafter.md)
- [Document Summarizer with Citations](https://praison.ai/docs/examples/recipe-examples/document-summarizer-with-citations.md)
- [Recipe Examples](https://praison.ai/docs/examples/recipe-examples/index.md)
- [Meeting Minutes Action Items](https://praison.ai/docs/examples/recipe-examples/meeting-minutes-action-items.md)
- [Multilingual Subtitle Translator](https://praison.ai/docs/examples/recipe-examples/multilingual-subtitle-translator.md)
- [Podcast Transcription Cleaner](https://praison.ai/docs/examples/recipe-examples/podcast-transcription-cleaner.md)
- [Product Photo Alt Text Writer](https://praison.ai/docs/examples/recipe-examples/product-photo-alt-text-writer.md)
- [Video Highlights Reel Planner](https://praison.ai/docs/examples/recipe-examples/simple-video-highlights-reel-planner.md)
- [Video Caption Generator](https://praison.ai/docs/examples/recipe-examples/video-caption-generator.md)
- [Voice-to-Voice Translator Lite](https://praison.ai/docs/examples/recipe-examples/voice-to-voice-translator-lite.md)
- [YouTube Chapter Generator](https://praison.ai/docs/examples/recipe-examples/youtube-chapter-generator.md)
- [Research Assistant](https://praison.ai/docs/examples/research-assistant.md)
- [Scientific Writer](https://praison.ai/docs/examples/scientific-writer.md)
- [Smart City](https://praison.ai/docs/examples/smart-city.md)
- [Space Mission](https://praison.ai/docs/examples/space-mission.md)
- [Supply Chain](https://praison.ai/docs/examples/supply-chain.md)
- [Vulnerability Detection](https://praison.ai/docs/examples/vulnerability-detection.md)
- [A2A Protocol](https://praison.ai/docs/features/a2a.md)
- [A2A Client](https://praison.ai/docs/features/a2a-client.md)
- [A2A Push Notifications & Async Processing](https://praison.ai/docs/features/a2a-push-notifications.md)
- [A2A Security](https://praison.ai/docs/features/a2a-security.md)
- [A2A Task Management](https://praison.ai/docs/features/a2a-tasks.md)
- [A2UI Protocol](https://praison.ai/docs/features/a2ui.md)
- [Activity Log](https://praison.ai/docs/features/activity-log.md)
- [Advanced Features Module](https://praison.ai/docs/features/advanced-features.md)
- [Advanced Memory System](https://praison.ai/docs/features/advanced-memory.md)
- [Agent API Launch](https://praison.ai/docs/features/agent-api-launch.md)
- [Agent Cloning](https://praison.ai/docs/features/agent-cloning.md)
- [Create Custom Agents](https://praison.ai/docs/features/agent-create.md)
- [Learn Skill](https://praison.ai/docs/features/agent-learn-skill.md)
- [Agent Mailbox](https://praison.ai/docs/features/agent-mailbox.md)
- [Agent Max Budget](https://praison.ai/docs/features/agent-max-budget.md)
- [Agent Presets & Modes](https://praison.ai/docs/features/agent-presets-and-modes.md)
- [Agent Profiles Module](https://praison.ai/docs/features/agent-profiles.md)
- [Agent Registry](https://praison.ai/docs/features/agent-registry.md)
- [Agent Retry](https://praison.ai/docs/features/agent-retry.md)
- [Agent Run Outcomes](https://praison.ai/docs/features/agent-run-outcomes.md)
- [Agent Runtime Protocol](https://praison.ai/docs/features/agent-runtime-protocol.md)
- [Agent Server Module](https://praison.ai/docs/features/agent-server.md)
- [AgentOS Chat Session Isolation](https://praison.ai/docs/features/agentos-chat-session-isolation.md)
- [Agents](https://praison.ai/docs/features/agents.md)
- [AIUI Backend Injection](https://praison.ai/docs/features/aiui-backends.md)
- [Allowed Tools](https://praison.ai/docs/features/allowed-tools.md)
- [API Server Authentication](https://praison.ai/docs/features/api-server-auth.md)
- [API Vocabulary](https://praison.ai/docs/features/api-vocabulary.md)
- [Approval](https://praison.ai/docs/features/approval.md)
- [Approval Backends](https://praison.ai/docs/features/approval-backends.md)
- [Secure Approval Backend](https://praison.ai/docs/features/approval-secure-backend.md)
- [Package Tier Architecture](https://praison.ai/docs/features/architecture-tiers.md)
- [Artifact Storage](https://praison.ai/docs/features/artifact-storage.md)
- [Assign Work to AI Agents](https://praison.ai/docs/features/assign-agents.md)
- [Async Agents](https://praison.ai/docs/features/async.md)
- [Async Agent Scheduler](https://praison.ai/docs/features/async-agent-scheduler.md)
- [Async Bridge](https://praison.ai/docs/features/async-bridge.md)
- [Async Conversation Store](https://praison.ai/docs/features/async-conversation-store.md)
- [Async Crew Kickoff](https://praison.ai/docs/features/async-crew-kickoff.md)
- [Async DB Hooks](https://praison.ai/docs/features/async-db-hooks.md)
- [Async Jobs](https://praison.ai/docs/features/async-jobs.md)
- [Async Self-Reflection](https://praison.ai/docs/features/async-self-reflection.md)
- [Async Tool Safety](https://praison.ai/docs/features/async-tool-safety.md)
- [Audit Logging](https://praison.ai/docs/features/audit-logging.md)
- [Auto Mode Providers](https://praison.ai/docs/features/auto-generator-providers.md)
- [Auto Tool Inventory](https://praison.ai/docs/features/auto-tool-inventory.md)
- [AutoAgents](https://praison.ai/docs/features/autoagents.md)
- [AutoGen v0.2 YAML Tools](https://praison.ai/docs/features/autogen-yaml-tools.md)
- [Automation Suggestions & Blueprints](https://praison.ai/docs/features/automation-suggestions.md)
- [Agentic Autonomous Workflow](https://praison.ai/docs/features/autonomous-workflow.md)
- [Autonomy](https://praison.ai/docs/features/autonomy.md)
- [Autonomy Budget](https://praison.ai/docs/features/autonomy-budget.md)
- [Autonomous Loops](https://praison.ai/docs/features/autonomy-loop.md)
- [Background Tasks](https://praison.ai/docs/features/background-tasks.md)
- [Bot Browser Automation](https://praison.ai/docs/features/bot-browser-automation.md)
- [Bot Command Access Control](https://praison.ai/docs/features/bot-command-access-control.md)
- [Bot Chat Commands](https://praison.ai/docs/features/bot-commands.md)
- [Bot Default Tools](https://praison.ai/docs/features/bot-default-tools.md)
- [Bot Gateway](https://praison.ai/docs/features/bot-gateway.md)
- [Gateway Runtime Contract](https://praison.ai/docs/features/bot-gateway-runtime-contract.md)
- [Inbound Media](https://praison.ai/docs/features/bot-inbound-media.md)
- [Bot Intentional Silence](https://praison.ai/docs/features/bot-intentional-silence.md)
- [Bot Lifecycle Hooks](https://praison.ai/docs/features/bot-lifecycle-hooks.md)
- [Bot Loop Protection](https://praison.ai/docs/features/bot-loop-protection.md)
- [Bot Pairing](https://praison.ai/docs/features/bot-pairing.md)
- [Bot Platform Adapter](https://praison.ai/docs/features/bot-platform-adapter.md)
- [Bot Platform Capabilities](https://praison.ai/docs/features/bot-platform-capabilities.md)
- [Bot Platform Plugins](https://praison.ai/docs/features/bot-platform-plugins.md)
- [Interactive Bot Messages](https://praison.ai/docs/features/bot-presentations.md)
- [Bot Rate Limiting](https://praison.ai/docs/features/bot-rate-limiting.md)
- [Bot Message Routing](https://praison.ai/docs/features/bot-routing.md)
- [Bot Run Control](https://praison.ai/docs/features/bot-run-control.md)
- [Run Status Controller](https://praison.ai/docs/features/bot-run-status-controller.md)
- [Bot Session Compaction](https://praison.ai/docs/features/bot-session-compaction.md)
- [Bot Session Reset](https://praison.ai/docs/features/bot-session-reset.md)
- [Shell Execution on Bots](https://praison.ai/docs/features/bot-shell-execution.md)
- [Slash Command Menu](https://praison.ai/docs/features/bot-slash-command-menu.md)
- [Bot Status Reactions](https://praison.ai/docs/features/bot-status-reactions.md)
- [Bot Streaming Replies](https://praison.ai/docs/features/bot-streaming-replies.md)
- [Bot Temporal Grounding](https://praison.ai/docs/features/bot-temporal-grounding.md)
- [Bot Typing Indicators](https://praison.ai/docs/features/bot-typing-indicators.md)
- [Bot Unknown-User Pairing](https://praison.ai/docs/features/bot-unknown-user-pairing.md)
- [BotOS](https://praison.ai/docs/features/botos.md)
- [Browser Agent Module](https://praison.ai/docs/features/browser-agent.md)
- [Browser Agent Deep Dive](https://praison.ai/docs/features/browser-agent-deep-dive.md)
- [Browser Extension Architecture](https://praison.ai/docs/features/browser/extension-architecture.md)
- [Caching](https://praison.ai/docs/features/caching.md)
- [AI Agents with Callbacks](https://praison.ai/docs/features/callbacks.md)
- [Camera Integration](https://praison.ai/docs/features/camera-integration.md)
- [Channel Capabilities](https://praison.ai/docs/features/channel-capabilities.md)
- [Channel Descriptor](https://praison.ai/docs/features/channel-descriptor.md)
- [Channels Gateway](https://praison.ai/docs/features/channels-gateway.md)
- [PraisonAI Chat](https://praison.ai/docs/features/chat.md)
- [Checkpoints](https://praison.ai/docs/features/checkpoints.md)
- [Clarify Tool](https://praison.ai/docs/features/clarify-tool.md)
- [Command Line Interface](https://praison.ai/docs/features/cli.md)
- [CLI Backend Protocol](https://praison.ai/docs/features/cli-backend-protocol.md)
- [CLI Budget Handling](https://praison.ai/docs/features/cli-budget-handling.md)
- [Fast CLI Startup](https://praison.ai/docs/features/cli-command-lazy-dispatch.md)
- [CLI Configuration](https://praison.ai/docs/features/cli-configuration.md)
- [Direct Prompt (One-Shot CLI)](https://praison.ai/docs/features/cli-direct-prompt.md)
- [CLI Dispatcher](https://praison.ai/docs/features/cli-dispatcher.md)
- [CLI Help Panels](https://praison.ai/docs/features/cli-help-panels.md)
- [Piped Input](https://praison.ai/docs/features/cli-piped-stdin.md)
- [CLI Subagent Delegation](https://praison.ai/docs/features/cli-subagent-delegation.md)
- [Isolated Runs (--worktree)](https://praison.ai/docs/features/cli-worktree-isolation.md)
- [Cloud-Native Serverless Databases](https://praison.ai/docs/features/cloud-databases.md)
- [Cloud Provider Registry](https://praison.ai/docs/features/cloud-provider-registry.md)
- [CockroachDB Serverless](https://praison.ai/docs/features/cockroachdb.md)
- [AI Code Editing](https://praison.ai/docs/features/code.md)
- [Code Execution with Tools](https://praison.ai/docs/features/code-execution-with-tools.md)
- [Code Execution AI Agent](https://praison.ai/docs/features/codeagent.md)
- [Command-Aware Permissions](https://praison.ai/docs/features/command-aware-permissions.md)
- [Computer Use Tools](https://praison.ai/docs/features/computer-use-tools.md)
- [Concurrency](https://praison.ai/docs/features/concurrency.md)
- [Conditional Branching](https://praison.ai/docs/features/conditional-branching.md)
- [Conditional Execution](https://praison.ai/docs/features/conditions.md)
- [Configurable Model](https://praison.ai/docs/features/configurable-model.md)
- [Context Management API](https://praison.ai/docs/features/context-api.md)
- [Context Budgeter](https://praison.ai/docs/features/context-budgeter.md)
- [Context Budgeter CLI](https://praison.ai/docs/features/context-budgeter-cli.md)
- [Context Management CLI Reference](https://praison.ai/docs/features/context-cli-reference.md)
- [Context Compaction](https://praison.ai/docs/features/context-compaction.md)
- [Context Compaction Policy](https://praison.ai/docs/features/context-compaction-policy.md)
- [Token Estimation Validation](https://praison.ai/docs/features/context-estimation-validation.md)
- [Context Evaluator](https://praison.ai/docs/features/context-evaluator.md)
- [Context Files](https://praison.ai/docs/features/context-files.md)
- [Context Ledger](https://praison.ai/docs/features/context-ledger.md)
- [Context Management](https://praison.ai/docs/features/context-management.md)
- [Context Manager Module](https://praison.ai/docs/features/context-manager-module.md)
- [Context Monitor](https://praison.ai/docs/features/context-monitor.md)
- [Context Monitor CLI](https://praison.ai/docs/features/context-monitor-cli.md)
- [Multi-Agent Context Policies](https://praison.ai/docs/features/context-multi-agent-policies.md)
- [Context Observability & History](https://praison.ai/docs/features/context-observability.md)
- [Per-Tool Token Budgets](https://praison.ai/docs/features/context-per-tool-budgets.md)
- [Security & Redaction](https://praison.ai/docs/features/context-security-redaction.md)
- [Context Snapshot Hooks](https://praison.ai/docs/features/context-snapshot-hooks.md)
- [Context Strategies & Defaults](https://praison.ai/docs/features/context-strategies.md)
- [Token Estimation](https://praison.ai/docs/features/context-token-estimation.md)
- [Token Estimation CLI](https://praison.ai/docs/features/context-token-estimation-cli.md)
- [Context Window Management](https://praison.ai/docs/features/context-window-management.md)
- [Core Controls](https://praison.ai/docs/features/core-controls.md)
- [Correlation IDs](https://praison.ai/docs/features/correlation-ids.md)
- [Cross-Platform Sessions](https://praison.ai/docs/features/cross-platform-mirror.md)
- [Cross-Session Recall](https://praison.ai/docs/features/cross-session-recall.md)
- [Custom Actions](https://praison.ai/docs/features/custom-actions.md)
- [Custom Agents, Commands & Tools](https://praison.ai/docs/features/custom-agents-commands.md)
- [Custom Memory Adapters](https://praison.ai/docs/features/custom-memory-adapters.md)
- [Safe Math Eval in Custom Tools](https://praison.ai/docs/features/custom-tool-safe-eval.md)
- [Warm Runtime (Daemon)](https://praison.ai/docs/features/daemon.md)
- [Dakera Memory](https://praison.ai/docs/features/dakera-memory.md)
- [Database Persistence](https://praison.ai/docs/features/database-persistence.md)
- [Dead-Target Registry](https://praison.ai/docs/features/dead-target-registry.md)
- [Declarative Permissions](https://praison.ai/docs/features/declarative-permissions.md)
- [Deferred & Progress Tools](https://praison.ai/docs/features/deferred-and-progress-tools.md)
- [Delivery Config](https://praison.ai/docs/features/delivery-config.md)
- [Deploy CLI](https://praison.ai/docs/features/deploy/cli.md)
- [Deploy Config Reference](https://praison.ai/docs/features/deploy/config-reference.md)
- [Deploy Doctor](https://praison.ai/docs/features/deploy/doctor.md)
- [Deploy Migration](https://praison.ai/docs/features/deploy/migration.md)
- [Deploy Package](https://praison.ai/docs/features/deploy/overview.md)
- [Deploy Python API](https://praison.ai/docs/features/deploy/python-api.md)
- [Deploy Quick Start](https://praison.ai/docs/features/deploy/quickstart.md)
- [Display Callbacks](https://praison.ai/docs/features/display-callbacks.md)
- [Per-Platform Display Policy](https://praison.ai/docs/features/display-policy.md)
- [Display System](https://praison.ai/docs/features/display-system.md)
- [Optional Dependencies Check](https://praison.ai/docs/features/doctor-optional-deps.md)
- [Runtime Config Migration](https://praison.ai/docs/features/doctor-runtime-migration.md)
- [Loop Detection](https://praison.ai/docs/features/doom-loop-detection.md)
- [Durable Approvals](https://praison.ai/docs/features/durable-approvals.md)
- [Durable Background Jobs](https://praison.ai/docs/features/durable-background-jobs.md)
- [Durable Outbound Delivery](https://praison.ai/docs/features/durable-delivery.md)
- [Durable Outbound Delivery](https://praison.ai/docs/features/durable-outbound-delivery.md)
- [Dynamic Context Discovery](https://praison.ai/docs/features/dynamic-context-discovery.md)
- [Dynamic Judge](https://praison.ai/docs/features/dynamic-judge.md)
- [Dynamic Tool Schemas](https://praison.ai/docs/features/dynamic-tool-schemas.md)
- [Dynamic Variables](https://praison.ai/docs/features/dynamic-variables.md)
- [Editor Autocomplete for agents.yaml](https://praison.ai/docs/features/editor-autocomplete.md)
- [Editor Support](https://praison.ai/docs/features/editor-support.md)
- [Email Bot](https://praison.ai/docs/features/email-bot.md)
- [Endpoint Provider Registry](https://praison.ai/docs/features/endpoint-provider-registry.md)
- [Endpoints (Python)](https://praison.ai/docs/features/endpoints-code.md)
- [Error Handling](https://praison.ai/docs/features/error-handling.md)
- [Escalation Pipeline](https://praison.ai/docs/features/escalation-pipeline.md)
- [Evaluation Suite](https://praison.ai/docs/features/eval-suite.md)
- [Agentic Evaluator Optimizer](https://praison.ai/docs/features/evaluator-optimiser.md)
- [Event Bus Module](https://praison.ai/docs/features/event-bus.md)
- [Execution](https://praison.ai/docs/features/execution.md)
- [Execution & Extension Systems](https://praison.ai/docs/features/execution-systems.md)
- [External Agents in UI](https://praison.ai/docs/features/external-agents-ui.md)
- [External CLI Integrations](https://praison.ai/docs/features/external-cli-integrations.md)
- [Fail-Loud Defaults](https://praison.ai/docs/features/fail-loud-defaults.md)
- [Failover](https://praison.ai/docs/features/failover.md)
- [Fast Context](https://praison.ai/docs/features/fast-context.md)
- [File Editing](https://praison.ai/docs/features/file-editing.md)
- [File Snapshot Module](https://praison.ai/docs/features/file-snapshot.md)
- [First-run Onboarding](https://praison.ai/docs/features/first-run-onboarding.md)
- [Framework Adapter Plugins](https://praison.ai/docs/features/framework-adapter-plugins.md)
- [Framework Availability Detection](https://praison.ai/docs/features/framework-availability.md)
- [Default Framework Change (v1.0.0+)](https://praison.ai/docs/features/framework-default-change.md)
- [Gateway](https://praison.ai/docs/features/gateway.md)
- [Gateway Abort and Per-Turn Timeout](https://praison.ai/docs/features/gateway-abort-and-timeout.md)
- [Gateway Admission Control](https://praison.ai/docs/features/gateway-admission-control.md)
- [Gateway Agent Defaults](https://praison.ai/docs/features/gateway-agent-defaults.md)
- [Gateway API Endpoints](https://praison.ai/docs/features/gateway-api-endpoints.md)
- [Gateway Approval Durability](https://praison.ai/docs/features/gateway-approval-durability.md)
- [Bind-Aware Authentication](https://praison.ai/docs/features/gateway-bind-aware-auth.md)
- [Gateway Channel Directory](https://praison.ai/docs/features/gateway-channel-directory.md)
- [Channel Supervision](https://praison.ai/docs/features/gateway-channel-supervision.md)
- [Gateway CLI](https://praison.ai/docs/features/gateway-cli.md)
- [Gateway Client](https://praison.ai/docs/features/gateway-client.md)
- [Gateway Code-Skew Guard](https://praison.ai/docs/features/gateway-code-skew-guard.md)
- [Gateway Config Migration](https://praison.ai/docs/features/gateway-config-migration.md)
- [Gateway Config Reload](https://praison.ai/docs/features/gateway-config-reload.md)
- [Crash-Loop Guard](https://praison.ai/docs/features/gateway-crash-loop-guard.md)
- [Gateway Credential Rotation](https://praison.ai/docs/features/gateway-credential-rotation.md)
- [Unified Degraded-Capability Registry](https://praison.ai/docs/features/gateway-degraded-capabilities.md)
- [Degraded Channel Isolation](https://praison.ai/docs/features/gateway-degraded-channels.md)
- [Gateway Drain Trigger](https://praison.ai/docs/features/gateway-drain-trigger.md)
- [Gateway Edge Protections](https://praison.ai/docs/features/gateway-edge-protections.md)
- [Gateway Error Handling](https://praison.ai/docs/features/gateway-error-handling.md)
- [Gateway Exit Codes](https://praison.ai/docs/features/gateway-exit-codes.md)
- [Gateway Flow Control](https://praison.ai/docs/features/gateway-flow-control.md)
- [Gateway Inbound Frame Codec](https://praison.ai/docs/features/gateway-frame-codec.md)
- [Gateway Graceful Drain](https://praison.ai/docs/features/gateway-graceful-drain.md)
- [Gateway Handshake Protocol](https://praison.ai/docs/features/gateway-handshake-protocol.md)
- [Gateway Inbound Hooks](https://praison.ai/docs/features/gateway-hooks.md)
- [Gateway Hot-Reload](https://praison.ai/docs/features/gateway-hot-reload.md)
- [Gateway Inbound Hooks](https://praison.ai/docs/features/gateway-inbound-hooks.md)
- [Gateway Liveness](https://praison.ai/docs/features/gateway-liveness.md)
- [Event-Loop Watchdog](https://praison.ai/docs/features/gateway-loop-watchdog.md)
- [Gateway Metrics](https://praison.ai/docs/features/gateway-metrics.md)
- [Gateway Operator Scopes](https://praison.ai/docs/features/gateway-operator-scopes.md)
- [Gateway Overview](https://praison.ai/docs/features/gateway-overview.md)
- [Push Delivery Store](https://praison.ai/docs/features/gateway-push-delivery-store.md)
- [Gateway Rate Limit](https://praison.ai/docs/features/gateway-rate-limit.md)
- [Gateway Rate-Limit Policy](https://praison.ai/docs/features/gateway-rate-limit-policy.md)
- [Gateway Rate Limiting](https://praison.ai/docs/features/gateway-rate-limiting.md)
- [Gateway Readiness](https://praison.ai/docs/features/gateway-readiness.md)
- [Gateway Relay Transport](https://praison.ai/docs/features/gateway-relay-transport.md)
- [Gateway Reliability Preset](https://praison.ai/docs/features/gateway-reliability.md)
- [Gateway Reliability Preset](https://praison.ai/docs/features/gateway-reliability-preset.md)
- [Gateway Restart Continuation](https://praison.ai/docs/features/gateway-restart-continuation.md)
- [Gateway Route Bindings](https://praison.ai/docs/features/gateway-route-bindings.md)
- [Scale-to-Zero Gateway](https://praison.ai/docs/features/gateway-scale-to-zero.md)
- [Gateway Scoped Approvals](https://praison.ai/docs/features/gateway-scoped-approvals.md)
- [Gateway Secret References](https://praison.ai/docs/features/gateway-secret-references.md)
- [Gateway Self-Lifecycle Guard](https://praison.ai/docs/features/gateway-self-lifecycle-guard.md)
- [Gateway Session Continuity](https://praison.ai/docs/features/gateway-session-continuity.md)
- [Gateway Session Persistence](https://praison.ai/docs/features/gateway-session-persistence.md)
- [Gateway Stream Events](https://praison.ai/docs/features/gateway-stream-events.md)
- [Voice Notes (Speech-to-Text)](https://praison.ai/docs/features/gateway-stt.md)
- [Multi-Channel Telegram Gateway](https://praison.ai/docs/features/gateway-telegram-multichannel.md)
- [Gateway Tenant Profiles](https://praison.ai/docs/features/gateway-tenant-profile.md)
- [Gateway Tiered Diagnostics](https://praison.ai/docs/features/gateway-tiered-diagnostics.md)
- [Gateway Tool Policy](https://praison.ai/docs/features/gateway-tool-policy.md)
- [Gateway Tracing Hook](https://praison.ai/docs/features/gateway-tracing-hook.md)
- [Turn Completion Notes](https://praison.ai/docs/features/gateway-turn-completion.md)
- [Undelivered-Message Notice](https://praison.ai/docs/features/gateway-undelivered-notice.md)
- [Voice Notes](https://praison.ai/docs/features/gateway-voice-notes.md)
- [Gateway Windows Deployment](https://praison.ai/docs/features/gateway-windows-deployment.md)
- [Generate Synthetic Reasoning Data Agents](https://praison.ai/docs/features/generate-reasoning.md)
- [Generative UI](https://praison.ai/docs/features/generative-ui.md)
- [Goal Engineering](https://praison.ai/docs/features/goal-engineering.md)
- [Goal-Gated Autonomous Loop](https://praison.ai/docs/features/goal-loop.md)
- [Guardrails](https://praison.ai/docs/features/guardrails.md)
- [Handoff Tool Policy](https://praison.ai/docs/features/handoff-tool-policy.md)
- [Agent Handoffs](https://praison.ai/docs/features/handoffs.md)
- [Harness Evaluator](https://praison.ai/docs/features/harness-evaluator.md)
- [Heartbeat](https://praison.ai/docs/features/heartbeat.md)
- [Helm Chart (Gateway)](https://praison.ai/docs/features/helm-chart-gateway.md)
- [Importing Hermes/OpenClaw Skills](https://praison.ai/docs/features/hermes-openclaw-skills-import.md)
- [Hierarchical Configuration](https://praison.ai/docs/features/hierarchical-config.md)
- [Hook Events](https://praison.ai/docs/features/hook-events.md)
- [Hooks](https://praison.ai/docs/features/hooks.md)
- [BEFORE_TOOL_DEFINITIONS Hook](https://praison.ai/docs/features/hooks-before-tool-definitions.md)
- [Host Integration](https://praison.ai/docs/features/host-integration.md)
- [Hosted Agent](https://praison.ai/docs/features/hosted-agent.md)
- [Hybrid Workflows](https://praison.ai/docs/features/hybrid-workflows.md)
- [Image Generation AI Agents](https://praison.ai/docs/features/image-generation.md)
- [Inbound Dead-Letter Queue](https://praison.ai/docs/features/inbound-dlq.md)
- [Inbound Journal](https://praison.ai/docs/features/inbound-journal.md)
- [Inbound Message Gate](https://praison.ai/docs/features/inbound-message-gate.md)
- [Features Overview](https://praison.ai/docs/features/index.md)
- [Agriculture Template](https://praison.ai/docs/features/industry-templates/agriculture.md)
- [Energy Template](https://praison.ai/docs/features/industry-templates/energy.md)
- [Healthcare Template](https://praison.ai/docs/features/industry-templates/healthcare.md)
- [Manufacturing Template](https://praison.ai/docs/features/industry-templates/manufacturing.md)
- [Industry Templates](https://praison.ai/docs/features/industry-templates/overview.md)
- [Transportation Template](https://praison.ai/docs/features/industry-templates/transportation.md)
- [Injected State](https://praison.ai/docs/features/injected-state.md)
- [Installation Extras](https://praison.ai/docs/features/installation-extras.md)
- [Integrate A2UI with Your Frontend](https://praison.ai/docs/features/integrate-a2ui-frontend.md)
- [Integration Patterns](https://praison.ai/docs/features/integration-patterns.md)
- [Integration Registry](https://praison.ai/docs/features/integration-registry.md)
- [Intelligent Conversation Compaction](https://praison.ai/docs/features/intelligent-conversation-compaction.md)
- [Interactive Tool Approval](https://praison.ai/docs/features/interactive-approval.md)
- [Interactive Bot Actions](https://praison.ai/docs/features/interactive-bot-actions.md)
- [Interactive Callback Authorization](https://praison.ai/docs/features/interactive-callback-authorization.md)
- [Interactive Callback Payload Store](https://praison.ai/docs/features/interactive-callback-store.md)
- [JOB_COMPLETED Hook](https://praison.ai/docs/features/job-completed-hook.md)
- [Job Workflows](https://praison.ai/docs/features/job-workflows.md)
- [Kanban](https://praison.ai/docs/features/kanban.md)
- [Kanban CLI](https://praison.ai/docs/features/kanban-cli.md)
- [Keyless Local-First Run](https://praison.ai/docs/features/keyless-local-first-run.md)
- [Knowledge Search Results](https://praison.ai/docs/features/knowledge-search-results.md)
- [L3 Dashboard Pages](https://praison.ai/docs/features/l3-dashboard-pages.md)
- [LangChain Agents](https://praison.ai/docs/features/langchain.md)
- [Lazy Imports & Fast Startup](https://praison.ai/docs/features/lazy-imports.md)
- [Learn (Continuous Learning)](https://praison.ai/docs/features/learn.md)
- [Learn Config](https://praison.ai/docs/features/learn-config.md)
- [Learn a Skill from Sources](https://praison.ai/docs/features/learn-skill.md)
- [Bounded Learning](https://praison.ai/docs/features/learning-retention.md)
- [Linear Bot](https://praison.ai/docs/features/linear-bot.md)
- [Lite Package (BYO-LLM)](https://praison.ai/docs/features/lite-package.md)
- [LLM-as-Judge](https://praison.ai/docs/features/llm-as-judge.md)
- [AutoGen Config List](https://praison.ai/docs/features/llm-autogen-config-list.md)
- [LLM Config](https://praison.ai/docs/features/llm-config.md)
- [LLM Context Compression](https://praison.ai/docs/features/llm-context-compression.md)
- [LLM Endpoint Configuration](https://praison.ai/docs/features/llm-endpoint-config.md)
- [LLM Error Classification](https://praison.ai/docs/features/llm-error-classification.md)
- [LLM Gateways](https://praison.ai/docs/features/llm-gateways.md)
- [Load MCP Tools](https://praison.ai/docs/features/load-mcp-tools.md)
- [Local Agent](https://praison.ai/docs/features/local-agent.md)
- [Local-First Run](https://praison.ai/docs/features/local-first-run.md)
- [Local Models](https://praison.ai/docs/features/local-models.md)
- [Local Tools Loading](https://praison.ai/docs/features/local-tools-loading.md)
- [Logging Configuration](https://praison.ai/docs/features/logging-configuration.md)
- [Long-Running Bots](https://praison.ai/docs/features/long-running-bots.md)
- [Loop Evaluator](https://praison.ai/docs/features/loop-evaluator.md)
- [Loop Guard](https://praison.ai/docs/features/loop-guard.md)
- [Loop Guardrails](https://praison.ai/docs/features/loop-guardrails.md)
- [Loop Tasks](https://praison.ai/docs/features/loop-tasks.md)
- [LSP Navigation Tools](https://praison.ai/docs/features/lsp-navigation-tools.md)
- [Managed Agent Lifecycle](https://praison.ai/docs/features/managed-agent-lifecycle.md)
- [HostedAgent + Database Persistence](https://praison.ai/docs/features/managed-agent-persistence.md)
- [Managed Agent Session Info](https://praison.ai/docs/features/managed-agents-session-info.md)
- [Managed Backend Plugins](https://praison.ai/docs/features/managed-backend-plugins.md)
- [Managed CLI](https://praison.ai/docs/features/managed-cli.md)
- [Managed Config](https://praison.ai/docs/features/managed-config.md)
- [Managed Config Layer](https://praison.ai/docs/features/managed-config-layer.md)
- [Managed Runtime Protocol](https://praison.ai/docs/features/managed-runtime-protocol.md)
- [Managed Typed Configs](https://praison.ai/docs/features/managed-typed-configs.md)
- [Managed Vault](https://praison.ai/docs/features/managed-vault.md)
- [Math AI Agent](https://praison.ai/docs/features/mathagent.md)
- [Step Budget](https://praison.ai/docs/features/max-steps.md)
- [MCP Integration](https://praison.ai/docs/features/mcp.md)
- [MCP CLI Tools Path Safety](https://praison.ai/docs/features/mcp-cli-tools-path-safety.md)
- [MCP Client Protocol](https://praison.ai/docs/features/mcp-client-protocol.md)
- [MCP Lifecycle Management](https://praison.ai/docs/features/mcp-lifecycle.md)
- [MCP Memory Tools](https://praison.ai/docs/features/mcp-memory-tools.md)
- [Recipe → MCP Bridge](https://praison.ai/docs/features/mcp-recipe-server.md)
- [MCP Resources & Prompts](https://praison.ai/docs/features/mcp-resources-and-prompts.md)
- [MCP Scoped API Keys](https://praison.ai/docs/features/mcp-scoped-api-keys.md)
- [MCP SSE Security](https://praison.ai/docs/features/mcp-sse-security.md)
- [MCP STDIO Server Transport](https://praison.ai/docs/features/mcp-stdio-server-transport.md)
- [The Three MCP Layers](https://praison.ai/docs/features/mcp-three-layers.md)
- [MCP Tool Filtering](https://praison.ai/docs/features/mcp-tool-filtering.md)
- [MCP Transport Auto-Detection](https://praison.ai/docs/features/mcp-transport-auto-detection.md)
- [MCP YAML Configuration](https://praison.ai/docs/features/mcp-yaml-config.md)
- [Media Evaluator](https://praison.ai/docs/features/media-evaluator.md)
- [Memory](https://praison.ai/docs/features/memory.md)
- [Memory Advanced Search](https://praison.ai/docs/features/memory-advanced-search.md)
- [Memory Lifecycle Hooks](https://praison.ai/docs/features/memory-lifecycle-hooks.md)
- [Memory Troubleshooting](https://praison.ai/docs/features/memory-troubleshooting.md)
- [Message Presentation & Inline Keyboards](https://praison.ai/docs/features/message-presentation.md)
- [Message Steering](https://praison.ai/docs/features/message-steering.md)
- [Messaging Bots](https://praison.ai/docs/features/messaging-bots.md)
- [Messaging Channels Strategy](https://praison.ai/docs/features/messaging-channels-strategy.md)
- [Middleware](https://praison.ai/docs/features/middleware.md)
- [Mini Agents](https://praison.ai/docs/features/mini.md)
- [Model Capabilities](https://praison.ai/docs/features/model-capabilities.md)
- [Model Fallback](https://praison.ai/docs/features/model-fallback.md)
- [Model-Family Harness](https://praison.ai/docs/features/model-harness.md)
- [Model Router System](https://praison.ai/docs/features/model-router.md)
- [Model Catalogue](https://praison.ai/docs/features/models-cli.md)
- [Modular Recipes](https://praison.ai/docs/features/modular-recipes.md)
- [MongoDB Memory](https://praison.ai/docs/features/mongodb-memory.md)
- [Multi-Agent Context Safety](https://praison.ai/docs/features/multi-agent-context-safety.md)
- [Multi-Agent Execution](https://praison.ai/docs/features/multi-agent-execution.md)
- [Multi-Agent Hooks](https://praison.ai/docs/features/multi-agent-hooks.md)
- [Multi-Agent Memory](https://praison.ai/docs/features/multi-agent-memory.md)
- [Multi-Agent Output](https://praison.ai/docs/features/multi-agent-output.md)
- [Multi-Agent Patterns](https://praison.ai/docs/features/multi-agent-patterns.md)
- [Multi-Agent Media Pipelines](https://praison.ai/docs/features/multi-agent-pipelines.md)
- [Multi-Agent Planning](https://praison.ai/docs/features/multi-agent-planning.md)
- [Multi-Channel Bots](https://praison.ai/docs/features/multi-channel-bots.md)
- [Advanced Multi-Provider Patterns](https://praison.ai/docs/features/multi-provider-advanced.md)
- [Multimodal Agents](https://praison.ai/docs/features/multimodal.md)
- [Multimodal Tool Output](https://praison.ai/docs/features/multimodal-tool-output.md)
- [Multi-tool Agents: HERMES_ONLY_TOOLS](https://praison.ai/docs/features/multitool-hermes-only-tools.md)
- [n8n API Integration](https://praison.ai/docs/features/n8n-api.md)
- [n8n Integration](https://praison.ai/docs/features/n8n-integration.md)
- [n8n Tools](https://praison.ai/docs/features/n8n-tools.md)
- [n8n Visual Workflow Editor](https://praison.ai/docs/features/n8n-visual-editor.md)
- [Named Agent Delegation](https://praison.ai/docs/features/named-agent-delegation.md)
- [Named Subagents](https://praison.ai/docs/features/named-subagents.md)
- [Neon Serverless PostgreSQL](https://praison.ai/docs/features/neon.md)
- [Non-Fatal Errors](https://praison.ai/docs/features/non-fatal-errors.md)
- [Observability Hooks](https://praison.ai/docs/features/observability-hooks.md)
- [OCR](https://praison.ai/docs/features/ocr.md)
- [Bot Onboarding](https://praison.ai/docs/features/onboard.md)
- [OpenAI Client Retries](https://praison.ai/docs/features/openai-client-retries.md)
- [OpenAI-Compatible Server](https://praison.ai/docs/features/openai-compatible-server.md)
- [OpenAI Quickstart](https://praison.ai/docs/features/openai-quickstart.md)
- [Context Optimizer](https://praison.ai/docs/features/optimizer.md)
- [Context Optimizer CLI](https://praison.ai/docs/features/optimizer-cli.md)
- [Agentic Orchestrator Worker](https://praison.ai/docs/features/orchestrator-worker.md)
- [Outbound Media Delivery](https://praison.ai/docs/features/outbound-media-delivery.md)
- [Outbound Ordering](https://praison.ai/docs/features/outbound-ordering.md)
- [Outbound Resilience](https://praison.ai/docs/features/outbound-resilience.md)
- [Output](https://praison.ai/docs/features/output.md)
- [Output Styles](https://praison.ai/docs/features/output-styles.md)
- [Custom Auth & Pairing Protocols](https://praison.ai/docs/features/pairing-protocols.md)
- [Panel LLM (Mixture-of-Agents)](https://praison.ai/docs/features/panel-llm.md)
- [Agentic Parallelisation](https://praison.ai/docs/features/parallelisation.md)
- [Per-Chat Session Scope](https://praison.ai/docs/features/per-chat-session-scope.md)
- [Performance Benchmarks](https://praison.ai/docs/features/performance-benchmarks.md)
- [Permission Modes](https://praison.ai/docs/features/permission-modes.md)
- [Permissions Module](https://praison.ai/docs/features/permissions.md)
- [Database Persistence](https://praison.ai/docs/features/persistence.md)
- [Persistence Backend Plugins](https://praison.ai/docs/features/persistence-backend-plugins.md)
- [ClickHouse Persistence](https://praison.ai/docs/features/persistence-clickhouse.md)
- [MySQL Conversation Store](https://praison.ai/docs/features/persistence-conversation-mysql.md)
- [JSON File Persistence](https://praison.ai/docs/features/persistence-json.md)
- [MongoDB State Store](https://praison.ai/docs/features/persistence-mongodb.md)
- [MySQL Persistence](https://praison.ai/docs/features/persistence-mysql.md)
- [PostgreSQL Persistence](https://praison.ai/docs/features/persistence-postgres.md)
- [Redis State Store](https://praison.ai/docs/features/persistence-redis.md)
- [SQLite Persistence](https://praison.ai/docs/features/persistence-sqlite.md)
- [Planning](https://praison.ai/docs/features/planning.md)
- [Planning Mode](https://praison.ai/docs/features/planning-mode.md)
- [Platform-Aware Agents](https://praison.ai/docs/features/platform-aware-agents.md)
- [Platform Client SDK Testing](https://praison.ai/docs/features/platform-client-sdk-testing.md)
- [Platform Python SDK](https://praison.ai/docs/features/platform-python-sdk.md)
- [Platform SDK Client](https://praison.ai/docs/features/platform-sdk.md)
- [Platform Workspace Context](https://praison.ai/docs/features/platform-workspace-context.md)
- [Platform Activity Log](https://praison.ai/docs/features/platform/activity-log.md)
- [Platform Agent Management](https://praison.ai/docs/features/platform/agents.md)
- [Platform Authentication Configuration](https://praison.ai/docs/features/platform/auth-configuration.md)
- [Platform /me Endpoint Bugfix](https://praison.ai/docs/features/platform/auth-me-endpoint-fix.md)
- [Platform Authentication](https://praison.ai/docs/features/platform/authentication.md)
- [Platform Comments & Threaded Replies](https://praison.ai/docs/features/platform/comments.md)
- [Data Model](https://praison.ai/docs/features/platform/data-model.md)
- [Issue Dependencies](https://praison.ai/docs/features/platform/dependencies.md)
- [Platform Custom Exceptions](https://praison.ai/docs/features/platform/exceptions.md)
- [Human-Readable Issue IDs](https://praison.ai/docs/features/platform/issue-ids.md)
- [Platform Issue Tracking](https://praison.ai/docs/features/platform/issues.md)
- [Platform Labels](https://praison.ai/docs/features/platform/labels.md)
- [Team Members & RBAC](https://praison.ai/docs/features/platform/members.md)
- [Platform Pagination](https://praison.ai/docs/features/platform/pagination.md)
- [Platform Project Management](https://praison.ai/docs/features/platform/projects.md)
- [API Route RBAC Enforcement](https://praison.ai/docs/features/platform/rbac-enforcement.md)
- [Platform Python SDK Client](https://praison.ai/docs/features/platform/sdk-client.md)
- [Platform Workspace Management](https://praison.ai/docs/features/platform/workspaces.md)
- [Plugins](https://praison.ai/docs/features/plugins.md)
- [Policy Engine](https://praison.ai/docs/features/policy-engine.md)
- [Post-Edit Formatter](https://praison.ai/docs/features/post-edit-formatter.md)
- [praisonai-browser Package](https://praison.ai/docs/features/praisonai-browser-package.md)
- [PraisonAI Code CLI](https://praison.ai/docs/features/praisonai-code-cli.md)
- [praisonai-mcp Package](https://praison.ai/docs/features/praisonai-mcp-package.md)
- [praisonai-sandbox Package](https://praison.ai/docs/features/praisonai-sandbox-package.md)
- [Speed Benchmark](https://praison.ai/docs/features/praisonai-train-benchmark.md)
- [Checkpointing, Resume & Best-Checkpoint](https://praison.ai/docs/features/praisonai-train-checkpointing.md)
- [Dataset Tooling](https://praison.ai/docs/features/praisonai-train-dataset-tooling.md)
- [Export a trained model](https://praison.ai/docs/features/praisonai-train-export.md)
- [Multi-GPU Training](https://praison.ai/docs/features/praisonai-train-multigpu.md)
- [praisonai-train Package](https://praison.ai/docs/features/praisonai-train-package.md)
- [Serve & MTP Fast-Inference](https://praison.ai/docs/features/praisonai-train-serve.md)
- [praisonai uninstall](https://praison.ai/docs/features/praisonai-uninstall.md)
- [Update Hint](https://praison.ai/docs/features/praisonai-update-hint.md)
- [praisonai upgrade](https://praison.ai/docs/features/praisonai-upgrade.md)
- [Usage Reporting](https://praison.ai/docs/features/praisonai-usage.md)
- [Prepared Turn Context](https://praison.ai/docs/features/prepared-turn-context.md)
- [Presentation Renderers](https://praison.ai/docs/features/presentation-renderers.md)
- [Proactive Delivery](https://praison.ai/docs/features/proactive-delivery.md)
- [Performance Profiling](https://praison.ai/docs/features/profiler.md)
- [Profiling](https://praison.ai/docs/features/profiling.md)
- [Project-Local Tools](https://praison.ai/docs/features/project-local-tools.md)
- [Project-Scoped Sessions](https://praison.ai/docs/features/project-sessions.md)
- [Sender Attribution Sanitisation](https://praison.ai/docs/features/prompt-attribution-neutralisation.md)
- [Prompt Cache Optimization](https://praison.ai/docs/features/prompt-cache-optimization.md)
- [Prompt Caching](https://praison.ai/docs/features/prompt-caching.md)
- [Prompt Injection Protection](https://praison.ai/docs/features/prompt-injection-protection.md)
- [Prompt Optimizer](https://praison.ai/docs/features/prompt-optimizer.md)
- [Agentic Prompt Chaining](https://praison.ai/docs/features/promptchaining.md)
- [Protected Paths](https://praison.ai/docs/features/protected-paths.md)
- [Real-Time Push Notifications](https://praison.ai/docs/features/push-notifications.md)
- [Quality Checking](https://praison.ai/docs/features/quality-checking.md)
- [RAG Scoping & Filtering](https://praison.ai/docs/features/rag-scoping.md)
- [Rate Limiter](https://praison.ai/docs/features/rate-limiter.md)
- [Real API Key Testing](https://praison.ai/docs/features/real-api-testing.md)
- [Reasoning Agents](https://praison.ai/docs/features/reasoning.md)
- [Reasoning Extract Agents](https://praison.ai/docs/features/reasoning-extract.md)
- [Recipe Registry](https://praison.ai/docs/features/recipe-registry.md)
- [Recipe Serve Advanced Features](https://praison.ai/docs/features/recipe-serve-advanced.md)
- [Recipe Serve (Python)](https://praison.ai/docs/features/recipe-serve-code.md)
- [Recipe Workflow](https://praison.ai/docs/features/recipe-workflow.md)
- [Recursive Context](https://praison.ai/docs/features/recursive-context.md)
- [Reflection](https://praison.ai/docs/features/reflection.md)
- [Registry Dependency Injection](https://praison.ai/docs/features/registry-dependency-injection.md)
- [Out-of-Process Relay Transport](https://praison.ai/docs/features/relay-transport.md)
- [Reliability](https://praison.ai/docs/features/reliability.md)
- [Repetitive Agents](https://praison.ai/docs/features/repetitive.md)
- [Context Replay](https://praison.ai/docs/features/replay.md)
- [Resource Lifecycle](https://praison.ai/docs/features/resource-lifecycle.md)
- [Reusable Approval Scopes](https://praison.ai/docs/features/reusable-approval-scopes.md)
- [Microsoft Teams Integration](https://praison.ai/docs/features/rfc-microsoft-teams-integration.md)
- [RouteLLM Integration](https://praison.ai/docs/features/routellm.md)
- [Agentic Routing](https://praison.ai/docs/features/routing.md)
- [Rules & Instructions](https://praison.ai/docs/features/rules.md)
- [Run History](https://praison.ai/docs/features/run-history.md)
- [Run Ledger](https://praison.ai/docs/features/run-ledger.md)
- [Run Outcome](https://praison.ai/docs/features/run-outcome.md)
- [Run-State Journal](https://praison.ai/docs/features/run-state-journal.md)
- [Run Stream Events](https://praison.ai/docs/features/run-stream-events.md)
- [Run in an Isolated Worktree](https://praison.ai/docs/features/run-worktree.md)
- [Runtime](https://praison.ai/docs/features/runtime.md)
- [Runtime Capabilities](https://praison.ai/docs/features/runtime-capabilities.md)
- [Runtime MCP Management](https://praison.ai/docs/features/runtime-mcp.md)
- [Runtime Preflight](https://praison.ai/docs/features/runtime-preflight.md)
- [Runtime Resolution](https://praison.ai/docs/features/runtime-resolution.md)
- [Runtime Selection](https://praison.ai/docs/features/runtime-selection.md)
- [Runtime Tool Result Middleware](https://praison.ai/docs/features/runtime-tool-result-middleware.md)
- [Sandbox](https://praison.ai/docs/features/sandbox.md)
- [Sandbox Backends](https://praison.ai/docs/features/sandbox-backends.md)
- [Sandboxed Agent](https://praison.ai/docs/features/sandboxed-agent.md)
- [Save Agent Output](https://praison.ai/docs/features/save-output.md)
- [Scheduled Run Policy](https://praison.ai/docs/features/scheduled-run-policy.md)
- [Scheduler Delivery](https://praison.ai/docs/features/scheduler-delivery.md)
- [Per-User Scheduler Isolation](https://praison.ai/docs/features/scheduler-multi-tenant.md)
- [Scheduler Pre-Run Gate](https://praison.ai/docs/features/scheduler-pre-run-gate.md)
- [Scheduler Providers](https://praison.ai/docs/features/scheduler-providers.md)
- [Search Providers](https://praison.ai/docs/features/search-provider-registry.md)
- [Secret File Read Gate](https://praison.ai/docs/features/secret-read-gate.md)
- [Security Environment Variables](https://praison.ai/docs/features/security-environment-variables.md)
- [Self-Improving Agents](https://praison.ai/docs/features/self-improve.md)
- [Self Reflection](https://praison.ai/docs/features/selfreflection.md)
- [Send Message Tool](https://praison.ai/docs/features/send-message-tool.md)
- [Send Policy](https://praison.ai/docs/features/send-policy.md)
- [Serve Agents](https://praison.ai/docs/features/serve-agents.md)
- [Serve Agents Authentication](https://praison.ai/docs/features/serve-agents-auth.md)
- [Compacted Session Resume](https://praison.ai/docs/features/session-compaction-checkpoint.md)
- [Session Hierarchy](https://praison.ai/docs/features/session-hierarchy.md)
- [Session Persistence](https://praison.ai/docs/features/session-persistence.md)
- [Session Store Protocol](https://praison.ai/docs/features/session-protocol.md)
- [Session Runtime State](https://praison.ai/docs/features/session-runtime-state.md)
- [Session Store](https://praison.ai/docs/features/session-store.md)
- [Sessions & Remote Agents](https://praison.ai/docs/features/sessions.md)
- [Single-Source Project Config](https://praison.ai/docs/features/single-source-config.md)
- [Skill Bundles](https://praison.ai/docs/features/skill-bundles.md)
- [Skill Capability Gates](https://praison.ai/docs/features/skill-capability-gates.md)
- [Skill Fallback](https://praison.ai/docs/features/skill-fallback.md)
- [Skill Lifecycle](https://praison.ai/docs/features/skill-lifecycle.md)
- [Self-Improving Skills](https://praison.ai/docs/features/skill-manage.md)
- [Agent Skills](https://praison.ai/docs/features/skills.md)
- [Remote Skill Sources](https://praison.ai/docs/features/skills-remote-sources.md)
- [Skills vs Tools](https://praison.ai/docs/features/skills-vs-tools.md)
- [Spawn & Announce](https://praison.ai/docs/features/spawn-announce.md)
- [Specialised Agents](https://praison.ai/docs/features/specialized-agents.md)
- [SQLite Transcript Store](https://praison.ai/docs/features/sqlite-transcript-store.md)
- [Standalone Bot Gateway](https://praison.ai/docs/features/standalone-bot-gateway.md)
- [Standalone Bot YAML](https://praison.ai/docs/features/standalone-bot-yaml.md)
- [Standalone LLM Modules](https://praison.ai/docs/features/standalone-llm-modules.md)
- [Stateful Agents](https://praison.ai/docs/features/stateful-agents.md)
- [Streaming](https://praison.ai/docs/features/streaming.md)
- [Streaming Progress Compositor](https://praison.ai/docs/features/streaming-progress-compositor.md)
- [Streaming Progress Feed](https://praison.ai/docs/features/streaming-progress-feed.md)
- [Streaming Tool Events](https://praison.ai/docs/features/streaming-tool-events.md)
- [Structured AI Agents](https://praison.ai/docs/features/structured.md)
- [Structured LLM Errors](https://praison.ai/docs/features/structured-llm-errors.md)
- [Subagent Delegation](https://praison.ai/docs/features/subagent-delegation.md)
- [Subagent Tool](https://praison.ai/docs/features/subagent-tool.md)
- [Subscription Auth](https://praison.ai/docs/features/subscription-auth.md)
- [Supabase Database](https://praison.ai/docs/features/supabase.md)
- [Task Context Control](https://praison.ai/docs/features/task-context-control.md)
- [Task Retry Policy](https://praison.ai/docs/features/task-retry-policy.md)
- [Task Validation & Feedback](https://praison.ai/docs/features/task-validation-feedback.md)
- [Telegram Durable Approval](https://praison.ai/docs/features/telegram-durable-approval.md)
- [Media Albums](https://praison.ai/docs/features/telegram-media-albums.md)
- [Telemetry & Performance Tracking](https://praison.ai/docs/features/telemetry.md)
- [Templates](https://praison.ai/docs/features/templates.md)
- [Terminal-Bench Integration](https://praison.ai/docs/features/terminal-bench.md)
- [Test Documentation](https://praison.ai/docs/features/test-documentation.md)
- [Thinking Budgets](https://praison.ai/docs/features/thinking-budgets.md)
- [Thread-Safe Agent State](https://praison.ai/docs/features/thread-safety.md)
- [Todo Planning](https://praison.ai/docs/features/todo-planning.md)
- [Token Usage Protocol](https://praison.ai/docs/features/token-usage-protocol.md)
- [Tool Availability Gating](https://praison.ai/docs/features/tool-availability.md)
- [Tool Call Executor Timeout](https://praison.ai/docs/features/tool-call-executor-timeout.md)
- [Tool Call Self-Repair](https://praison.ai/docs/features/tool-call-self-repair.md)
- [Tool Circuit Breaker](https://praison.ai/docs/features/tool-circuit-breaker.md)
- [Tool Config](https://praison.ai/docs/features/tool-config.md)
- [Tool Discovery Order](https://praison.ai/docs/features/tool-discovery-order.md)
- [Tool Output Spill](https://praison.ai/docs/features/tool-output-spill.md)
- [Tool Output Store](https://praison.ai/docs/features/tool-output-store.md)
- [Tool Progress Streaming](https://praison.ai/docs/features/tool-progress-streaming.md)
- [ToolRegistry AutoGen Migration](https://praison.ai/docs/features/tool-registry-autogen-migration.md)
- [Tool Approval](https://praison.ai/docs/features/tool-requires-approval.md)
- [Tool Resolution](https://praison.ai/docs/features/tool-resolution.md)
- [Tool Resolver](https://praison.ai/docs/features/tool-resolver.md)
- [Tool Retry & Backoff](https://praison.ai/docs/features/tool-retry-backoff.md)
- [Tool Retry Policy](https://praison.ai/docs/features/tool-retry-policy.md)
- [Tool Schema Validation](https://praison.ai/docs/features/tool-schema-validation.md)
- [Tool Search](https://praison.ai/docs/features/tool-search.md)
- [Tool Source Registry](https://praison.ai/docs/features/tool-source-registry.md)
- [Tool Timeouts & Cancellation](https://praison.ai/docs/features/tool-timeout.md)
- [Tools](https://praison.ai/docs/features/tools.md)
- [Toolsets](https://praison.ai/docs/features/toolsets.md)
- [Serve trained models](https://praison.ai/docs/features/train-serve.md)
- [Trials Engine](https://praison.ai/docs/features/trials-engine.md)
- [TUI Commands](https://praison.ai/docs/features/tui/commands.md)
- [TUI Overview](https://praison.ai/docs/features/tui/overview.md)
- [Queue System](https://praison.ai/docs/features/tui/queue.md)
- [TUI Simulation](https://praison.ai/docs/features/tui/simulation.md)

_Note: this index was truncated to stay under 100,000 characters; 4516 pages and 1 OpenAPI spec omitted._