llamaindex-agent ยท diff
git:20260507.313363d to git:20260507.50823d8
4 added, 0 removed. Audit A to A.
---
name: llamaindex-agent
description: LlamaIndex agent and query engine setup for RAG-powered agents
allowed-tools:
- Read
- Write
- Edit
- Bash
- Glob
- Grep
graph:
domains: [domain:software-engineering]
+ specializations: [specialization:ai-agents-conversational]
+ skillAreas: [skill-area:natural-language-processing]
+ roles: [role:ml-engineer, role:backend-engineer]
+ workflows: [workflow:ml-model-lifecycle, workflow:feature-development]
---
# LlamaIndex Agent Skill
## Capabilities
- Set up LlamaIndex query engines
- Configure ReAct agents with tools
- Implement OpenAI function calling agents
- Design sub-question query engines
- Set up multi-document agents
- Implement chat engines with memory
## Target Processes
- rag-pipeline-implementation
- knowledge-base-qa
## Implementation Details
### Agent Types
1. **ReActAgent**: Reasoning and acting agent
2. **OpenAIAgent**: Function calling agent
3. **StructuredPlannerAgent**: Plan-and-execute style
4. **SubQuestionQueryEngine**: Complex query decomposition
### Query Engine Types
- VectorStoreIndex query engine
- Summary index query engine
- Knowledge graph query engine
- SQL query engine
### Configuration Options
- LLM selection
- Tool definitions
- Memory configuration
- Verbose/debug settings
- Query transform modules
### Best Practices
- Appropriate index selection
- Clear tool descriptions
- Memory for multi-turn
- Monitor query performance
### Dependencies
- llama-index
- llama-index-agent-openai