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SDK

Guide

SDK Reference

praisonaiagents

praisonaiagents SDK
Protocols
Architecture Patterns
Task Module
Config Module
Process Module
Memory Module
Session Management
MCP Module
Handoff Module
Guardrails Module
Tools Module
Hooks Module
Planning Module
LLM Module
Checkpoints Module
Background Module
Policy Module
Thinking Module
Compaction Module
Eval Module
Skills Module
Context Module
UI Module
LSP Module
Display Module
Outputs Module
Telemetry Module
FlowDisplay Module
Approval Module
SDK Extensibility
Token Utilities Module
Streaming Module

Agent

Agent Module
Handoff Module
ImageAgent Module
RouterAgent Module
DeepResearchAgent Module
QueryRewriterAgent Module
PromptExpanderAgent Module
ContextAgent Module

Agents

Agents Module
AutoAgents Module
AutoRagAgent

Knowledge

Knowledge Module
Knowledge Stack Protocols Module
Index Types Module
Query Engine Module
Data Readers Module
Rerankers Module
Retrieval Strategies Module
Vector Store Module

Workflows

Workflows Module
WorkflowManager Module

praisonai-code

praisonai-code

praisonai-bot

praisonai-bot

praisonai-sandbox

praisonai-sandbox

praisonai

praisonai SDK
CLI Module
Auto Module
Deploy Module
Persistence Module
Train Module
Scheduler Module
Profiler Module
Templates Module
ChainlitUI Module
AgentsGenerator Module
Recipe Registry Module
Package Manager Module
Adapters Module
Knowledge Module
Readers Module
Vector Store Module
Retrieval Module
Reranker Module
Index Types
Query Engine
Video Module
Embedding

Runtime Operations

Background Tasks
Async Jobs
Background Tasks CLI
Async Jobs CLI
Scheduler CLI

typescript

TypeScript SDK
AutoAgents
Cache
ContextAgent
Database Adapters
Graph RAG
Guardrails
Handoff
ImageAgent
Observability
Planning
PromptExpanderAgent
QueryRewriterAgent
Reranker
DeepResearchAgent
RouterAgent
Telemetry
Vector Stores
Voice

Modules

A B C D E F G H I J K L M N O P Q R S T U V W

Classes

A B C D E F G H I J K L M N O P Q R S T U V W

Functions

A B C D E F G H I J K L M N O P Q R S T U V W

RAG • AI Agent SDK
RAG Query • AI Agent SDK
Reasoning Effort • AI Agent SDK
redo • AI Agent SDK
Refresh Tools • AI Agent SDK
Remove MCP Server • AI Agent SDK
Remove Verification • AI Agent SDK
Retrieval Config • AI Agent SDK
retrieve • AI Agent SDK
Rules Manager • AI Agent SDK
run • AI Agent SDK
Run Autonomous • AI Agent SDK
Run Autonomous Async • AI Agent SDK
Run Until • AI Agent SDK
Run Until Async • AI Agent SDK
Request Approval • AI Agent SDK
Request Approval Sync • AI Agent SDK
Run Turn • AI Agent SDK
Runtime Name • AI Agent SDK
Runtime Version • AI Agent SDK
Restore Session State • AI Agent SDK
run • AI Agent SDK
Run All Tasks • AI Agent SDK
Run Task • AI Agent SDK
restore_session_state
run
run_all_tasks
run_task
reserve • AI Agent SDK
reset • AI Agent SDK
Request Approval • AI Agent SDK
Request Approval Sync • AI Agent SDK
RAG • AI Agent SDK
Recommend Stage • AI Agent SDK
resolve • AI Agent SDK
Resolve Alias • AI Agent SDK
run • AI Agent SDK
run • AI Agent SDK
Remove Bot • AI Agent SDK
Remove Reaction • AI Agent SDK
Request Approval • AI Agent SDK
Request Approval Sync • AI Agent SDK
Register Command • AI Agent SDK
Reset Long Term • AI Agent SDK
Reset Short Term • AI Agent SDK
refactor • AI Agent SDK
review • AI Agent SDK
Request Approval • AI Agent SDK
Request Approval Sync • AI Agent SDK
Register Snapshot Callback • AI Agent SDK
reset • AI Agent SDK
Reset Long Term • AI Agent SDK
Reset Short Term • AI Agent SDK
research • AI Agent SDK
Rewrite Query • AI Agent SDK
resolve • AI Agent SDK
resolve • AI Agent SDK
Review Prompt • AI Agent SDK
Retry Unacknowledged • AI Agent SDK
resolve • AI Agent SDK
revoke • AI Agent SDK
Rule ID • AI Agent SDK
Register Rule • AI Agent SDK
Record Action • AI Agent SDK
Record Response • AI Agent SDK
Reset Backoff • AI Agent SDK
record • AI Agent SDK
Record Response • AI Agent SDK
reset • AI Agent SDK
Resolved Max Steps • AI Agent SDK
Resolved Max Tool Calls • AI Agent SDK
Remove Profile • AI Agent SDK
Reset All • AI Agent SDK
reset • AI Agent SDK
resolve • AI Agent SDK
Resolve Alias • AI Agent SDK
run • AI Agent SDK
run • AI Agent SDK
receive • AI Agent SDK
Resolve Scopes • AI Agent SDK
resolve • AI Agent SDK
Register Agent • AI Agent SDK
request • AI Agent SDK
Resolve Harness • AI Agent SDK
Register Check • AI Agent SDK
run • AI Agent SDK
repaired • AI Agent SDK
register • AI Agent SDK
Register Command • AI Agent SDK
Register Function • AI Agent SDK
registry • AI Agent SDK
record • AI Agent SDK
release • AI Agent SDK
reserve • AI Agent SDK
Record Idle Timeout • AI Agent SDK
reset • AI Agent SDK
record • AI Agent SDK
release • AI Agent SDK
reserve • AI Agent SDK
reset • AI Agent SDK
Reap Deadline • AI Agent SDK
release • AI Agent SDK
Read Resource • AI Agent SDK
run • AI Agent SDK
Reset All • AI Agent SDK
Reset Session • AI Agent SDK
Retrieve Session • AI Agent SDK
recall • AI Agent SDK
remember • AI Agent SDK
Reset All • AI Agent SDK
Reset Entity Only • AI Agent SDK
Reset Long Term • AI Agent SDK
Reset Short Term • AI Agent SDK
Reset User Memory • AI Agent SDK
Run After Model • AI Agent SDK
Run After Tool • AI Agent SDK
Run Before Model • AI Agent SDK
Run Before Tool • AI Agent SDK
register • AI Agent SDK
reset • AI Agent SDK
read • AI Agent SDK
reset • AI Agent SDK
Reduction Percent • AI Agent SDK
react • AI Agent SDK
redact • AI Agent SDK
revoke • AI Agent SDK
Runtime ID • AI Agent SDK
Remove Tool • AI Agent SDK
record • AI Agent SDK
reset • AI Agent SDK
Remove Presence • AI Agent SDK
render • AI Agent SDK
Remove Channel • AI Agent SDK
rewrite • AI Agent SDK
Rewrite Basic • AI Agent SDK
Rewrite Contextual • AI Agent SDK
Rewrite Hyde • AI Agent SDK
Rewrite Multi Query • AI Agent SDK
Rewrite Step Back • AI Agent SDK
Rewrite Sub Queries • AI Agent SDK
Receive Loop • AI Agent SDK
Render Diffs • AI Agent SDK
record • AI Agent SDK
reset • AI Agent SDK
Replay Index • AI Agent SDK
Run Meta • AI Agent SDK
run • AI Agent SDK
register • AI Agent SDK
resolve • AI Agent SDK
register • AI Agent SDK
resolve • AI Agent SDK
resolve • AI Agent SDK
Runtime ID • AI Agent SDK
Read File • AI Agent SDK
reset • AI Agent SDK
Run Command • AI Agent SDK
remaining • AI Agent SDK
Request Count • AI Agent SDK
requests • AI Agent SDK
reset • AI Agent SDK
Resolved Finish Reason • AI Agent SDK
resolve • AI Agent SDK
Restore State • AI Agent SDK
reject • AI Agent SDK
reload • AI Agent SDK
Remove File • AI Agent SDK
Remove Skill File • AI Agent SDK
resolve • AI Agent SDK
Restore Skill • AI Agent SDK
Rollback Skill • AI Agent SDK
reject • AI Agent SDK
Remove File • AI Agent SDK
Review Prompt • AI Agent SDK
Render Presentation • AI Agent SDK
register • AI Agent SDK
release • AI Agent SDK
Run Turn • AI Agent SDK
run • AI Agent SDK
remix • AI Agent SDK
run • AI Agent SDK
resolve • AI Agent SDK
Remove All Tools • AI Agent SDK
Remove System Messages • AI Agent SDK
Read Properties • AI Agent SDK
Record Completed Run • AI Agent SDK
Redact Dict • AI Agent SDK
Redact Outbound • AI Agent SDK
Redact Secrets • AI Agent SDK
Redact String • AI Agent SDK
Register Approval Callback • AI Agent SDK
Register Display Callback • AI Agent SDK
Register Gateway Method • AI Agent SDK
Register Health Check • AI Agent SDK
Register Memory Adapter • AI Agent SDK
Register Memory Factory • AI Agent SDK
Register Middleware • AI Agent SDK
Register Profile • AI Agent SDK
Register Resolver • AI Agent SDK
Register Rule • AI Agent SDK
Register Runtime • AI Agent SDK
Register Secret For Redaction • AI Agent SDK
Register Tool • AI Agent SDK
Remove Approval Requirement • AI Agent SDK
Remove Hook • AI Agent SDK
Remove Tool • AI Agent SDK
Render Shell Blocks • AI Agent SDK
Render Skill Body • AI Agent SDK
Request Approval • AI Agent SDK
Require Approval • AI Agent SDK
Require Scope • AI Agent SDK
Reset Context Emitter • AI Agent SDK
Reset Yaml Approved Tools • AI Agent SDK
resolve • AI Agent SDK
Resolve Auth Mode • AI Agent SDK
Resolve Autonomy • AI Agent SDK
Resolve Caching • AI Agent SDK
Resolve Context • AI Agent SDK
Resolve Display Policy • AI Agent SDK
Resolve Execution • AI Agent SDK
Resolve Guardrail Policies • AI Agent SDK
Resolve Guardrails • AI Agent SDK
Resolve Harness • AI Agent SDK
Resolve Hook Event • AI Agent SDK
Resolve Hooks • AI Agent SDK
Resolve Ingress Attribution • AI Agent SDK
Resolve Knowledge • AI Agent SDK
Resolve Memory • AI Agent SDK
Resolve Memory Adapter Name • AI Agent SDK
Resolve Model Output • AI Agent SDK
Resolve Output • AI Agent SDK
Resolve Planning • AI Agent SDK
Resolve Reflection • AI Agent SDK
Resolve Required Scope • AI Agent SDK
Resolve Route • AI Agent SDK
Resolve Routing • AI Agent SDK
Resolve Runtime • AI Agent SDK
Resolve Secret • AI Agent SDK
Resolve Skills • AI Agent SDK
Resolve Tools • AI Agent SDK
Resolve Trace Hook • AI Agent SDK
Resolve Web • AI Agent SDK
Run Health Checks • AI Agent SDK
Resolve Agent Tool Timeout • AI Agents Framework
Recommend Pattern • AI Agents Framework
Recommend Pattern • AI Agents Framework
Record API Call • AI Agents Framework
Record Flow • AI Agents Framework
Record Import • AI Agents Framework
Record Memory • AI Agents Framework
Record Streaming • AI Agents Framework
Record Timing • AI Agents Framework
report • AI Agents Framework
Record API Call • AI Agents Framework
Record Cprofile • AI Agents Framework
Record Flow • AI Agents Framework
Record Import • AI Agents Framework
Record Memory • AI Agents Framework
Record Streaming • AI Agents Framework
Record Timing • AI Agents Framework
report • AI Agents Framework
run • AI Agents Framework
run • AI Agents Framework
Recommend Pattern • AI Agents Framework
Recommend Pattern LLM • AI Agents Framework
Recommend Agent Count • AI Agents Framework
Register Default Adapters • AI Agents Framework
Run Agents • AI Agents Framework
register Compute Provider • TypeScript AI Agent SDK
register Display Callback • TypeScript AI Agent SDK
Register Display Callback • TypeScript AI Agent SDK
reliability Eval • TypeScript AI Agent SDK
reset Observability Adapter • TypeScript AI Agent SDK
resolve Compute Provider • TypeScript AI Agent SDK
resolve Guardrail Policies • TypeScript AI Agent SDK
Resolve Autonomy • TypeScript AI Agent SDK
Resolve Caching • TypeScript AI Agent SDK
Resolve Context • TypeScript AI Agent SDK
Resolve Execution • TypeScript AI Agent SDK
Resolve Guardrail Policies • TypeScript AI Agent SDK
Resolve Guardrails • TypeScript AI Agent SDK
Resolve Hooks • TypeScript AI Agent SDK
Resolve Knowledge • TypeScript AI Agent SDK
Resolve Memory • TypeScript AI Agent SDK
Resolve Output • TypeScript AI Agent SDK
Resolve Planning • TypeScript AI Agent SDK
Resolve Reflection • TypeScript AI Agent SDK
Resolve Routing • TypeScript AI Agent SDK
Resolve Skills • TypeScript AI Agent SDK
Resolve Web • TypeScript AI Agent SDK
Run Error • Rust AI Agent SDK
Run Finished • Rust AI Agent SDK
Run Started • Rust AI Agent SDK
run • Rust AI Agent SDK
run • Rust AI Agent SDK
register • Rust AI Agent SDK
Report Metrics • Rust AI Agent SDK
run • Rust AI Agent SDK
Record Error • Rust AI Agent SDK
Record Success • Rust AI Agent SDK
Request Approval • Rust AI Agent SDK
Response Format • Rust AI Agent SDK
Rate Limit Rpm • Rust AI Agent SDK
Rate Limit Tpm • Rust AI Agent SDK
reset • Rust AI Agent SDK
Reply To • Rust AI Agent SDK
Reply To • Rust AI Agent SDK
review • Rust AI Agent SDK
remaining • Rust AI Agent SDK
remaining • Rust AI Agent SDK
reset • Rust AI Agent SDK
record • Rust AI Agent SDK
research • Rust AI Agent SDK
result • Rust AI Agent SDK
Retry Delay • Rust AI Agent SDK
Remove Profile • Rust AI Agent SDK
Reset All • Rust AI Agent SDK
Relevance Score • Rust AI Agent SDK
record • Rust AI Agent SDK
receive • Rust AI Agent SDK
Reply To • Rust AI Agent SDK
Register Agent • Rust AI Agent SDK
Remove All Tools • Rust AI Agent SDK
Remove System Messages • Rust AI Agent SDK
Remove Hook • Rust AI Agent SDK
Retrieval Strategy • Rust AI Agent SDK
Rerank Model • Rust AI Agent SDK
Retrieval K • Rust AI Agent SDK
Retrieval Strategy • Rust AI Agent SDK
Relevance Score • Rust AI Agent SDK
Read Resource • Rust AI Agent SDK
Register Resource • Rust AI Agent SDK
Register Tool • Rust AI Agent SDK
resources • Rust AI Agent SDK
Register Agent • Rust AI Agent SDK
record • Rust AI Agent SDK
restore • Rust AI Agent SDK
Read Only • Rust AI Agent SDK
register • Rust AI Agent SDK
register • Rust AI Agent SDK
Remove Rule • Rust AI Agent SDK
Rule Count • Rust AI Agent SDK
redact • Rust AI Agent SDK
replacement • Rust AI Agent SDK
Rewrite Sync • Rust AI Agent SDK
rerank • Rust AI Agent SDK
rerank • Rust AI Agent SDK
RAG • Rust AI Agent SDK
retrieve • Rust AI Agent SDK
run • Rust AI Agent SDK
Read File • Rust AI Agent SDK
reset • Rust AI Agent SDK
Run Command • Rust AI Agent SDK
restrictive • Rust AI Agent SDK
restrictive • Rust AI Agent SDK
reasoning • Rust AI Agent SDK
Request Start • Rust AI Agent SDK
Run ID • Rust AI Agent SDK
Result Str • Rust AI Agent SDK
record • Rust AI Agent SDK
response • Rust AI Agent SDK
remove • Rust AI Agent SDK
register • Rust AI Agent SDK
Record Event • Rust AI Agent SDK
Register Approval Callback • Rust AI Agent SDK
Register Async Display Callback • Rust AI Agent SDK
Register Display Callback • Rust AI Agent SDK
Remove Approval Callback • Rust AI Agent SDK
Remove Display Callback • Rust AI Agent SDK
repeat • Rust AI Agent SDK
Request Approval • Rust AI Agent SDK
resolve • Rust AI Agent SDK
Resolve Autonomy • Rust AI Agent SDK
Resolve Autonomy Preset • Rust AI Agent SDK
Resolve Caching • Rust AI Agent SDK
Resolve Caching Preset • Rust AI Agent SDK
Resolve Context • Rust AI Agent SDK
Resolve Context Preset • Rust AI Agent SDK
Resolve Execution • Rust AI Agent SDK
Resolve Execution Preset • Rust AI Agent SDK
Resolve Guardrail Policies • Rust AI Agent SDK
Resolve Guardrail Preset • Rust AI Agent SDK
Resolve Guardrails • Rust AI Agent SDK
Resolve Hooks • Rust AI Agent SDK
Resolve Knowledge • Rust AI Agent SDK
Resolve Knowledge Preset • Rust AI Agent SDK
Resolve Memory • Rust AI Agent SDK
Resolve Memory Preset • Rust AI Agent SDK
Resolve Multi Agent Execution Preset • Rust AI Agent SDK
Resolve Multi Agent Output Preset • Rust AI Agent SDK
Resolve Output • Rust AI Agent SDK
Resolve Output Preset • Rust AI Agent SDK
Resolve Planning • Rust AI Agent SDK
Resolve Planning Preset • Rust AI Agent SDK
Resolve Reflection • Rust AI Agent SDK
Resolve Reflection Preset • Rust AI Agent SDK
Resolve Routing • Rust AI Agent SDK
Resolve Skills • Rust AI Agent SDK
Resolve Web • Rust AI Agent SDK
Resolve Web Preset • Rust AI Agent SDK
Resolve Workflow Step Execution Preset • Rust AI Agent SDK
route • Rust AI Agent SDK
run • Rust AI Agent SDK

Docs/SDK/Functions/Result Str • Rust AI Agent SDK

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Result Str • Rust AI Agent SDK

result_str: Get result as string

result_str

Method

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