[UNIT] llama-index framework - release 3/3/25

units/unit2/2_frameworks/llama-index/README.md

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+# Llama Index
+
+## What is the framework?
+
+LlamaIndex is the leading framework for building LLM-powered agents on your data by creating `workflows`, using any integrated `components` available in `llama-index`. You can then build, iterate and deploy these agents in multi-agent systems using `LlamaDeploy`.
+A
+### What are components?
+
+Components are the building blocks of workflows. They are any `llama-index` components that are integrated into the framework.
+
+### What are workflows?
+
+Workflows are multi-step processes that combine one or more agents, data connectors, and other tools to complete a task. They are event-driven software that allows you to combine RAG data sources and multiple agents to create a complex application that can perform a wide variety of tasks with reflection, error-correction, and other hallmarks of advanced LLM applications. You can then deploy these agentic workflows as production microservices.
+
+### What is LlamaDeploy?
+
+LlamaDeploy is an async-first framework for deploying, scaling, and productionizing agentic multi-service systems based on agents and workflows from `llama_index`.
+
+## Why should you use this framework for agents over others?
+
+WIP
+
+## Core Concepts
+
+| Concept | Description |
+|---------|-------------|
+| Workflow | A workflow is a sequence of steps that are executed in order. |
+| Service | A service is a function that is executed by the agent. |
+| Agent | An agent is a collection of services that are executed by the agent. |
+
+## Use-case
+
+## References
+
+- [Agents](https://docs.llamaindex.ai/en/stable/module_guides/deploying/agents/)
+- [Workflows](https://docs.llamaindex.ai/en/stable/module_guides/workflow/)
+- [LlamaDeploy](https://docs.llamaindex.ai/en/stable/module_guides/llama_deploy/)
+
+