Package com.tnsai.prompt

package com.tnsai.prompt

Prompt building, templating, and management framework for LLM interactions.

Related Packages

Package	Description
com.tnsai	TnsAI Java SDK - A multi-agent framework with BDI architecture and Gaia methodology.
com.tnsai.prompt.format
com.tnsai.prompt.strategy	Predefined prompting strategies for enhanced LLM response quality.

Class	Description
AgentPromptBuilder	Builds system prompts for agents.
ModelFamily	Coarse-grained classification of LLM model families for prompt shading (issue #13).
ProjectContextLoader	Walks up from a starting directory looking for a project context file (.tnsai.md, TNSAI.md, or CLAUDE.md) and returns its contents for system-prompt injection.
ProjectContextLoader.ProjectContext	Result of a successful load.
PromptException	Exception thrown when prompt operations fail.
PromptSpec	Spec for prompt templates.
PromptSpec.Builder	Builder for PromptSpec.
PromptTemplate	Interface for prompt templates with variable substitution.
PromptTemplateLoader	Loads and caches prompt template files referenced by PromptTemplates.
RolePromptBuilder	Builds system prompts for roles from Gaia components.
TemplateEngine	Interface for template rendering engines.