> ## Documentation Index
> Fetch the complete documentation index at: https://docs.lyzr.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# What You Can Build

> Explore all the powerful GenAI use cases Lyzr enables through its flexible agent framework.

Lyzr enables you to build a wide variety of generative AI applications—from simple FAQ bots to complex multi-agent RAG pipelines—without managing infrastructure or writing complex orchestration logic.

## 💬 Chat Agents

Lyzr’s Chat Agents are intelligent assistants capable of engaging in stateful conversations, tailored to your domain or business logic.

**Key Features:**

* Supports short-term and long-term memory
* RLHF (Reinforcement Learning from Human Feedback)
* Customizable system prompts and tone
* LLM switching: OpenAI, Gemini, Claude, DeepSeek, etc.
* Context-aware dialog handling
* Can integrate with external APIs/tools mid-conversation

**Ideal For:**

* Customer support
* Internal employee helpdesk
* Personalized user onboarding
* Chat-driven app interfaces

Try it out → [Lyzr Chat Agent](https://chatagent.lyzr.ai/)

***

## 🔍 Knowledge Search

Build a Perplexity-style intelligent search experience over your organization’s documents and data.

**Key Features:**

* Upload thousands of documents (PDF, DOCX, TXT, web URLs)
* Semantic search + keyword fallback
* Fully citation-backed answers
* Source-level retrieval with file links
* Pluggable vector stores and rerankers

**Ideal For:**

* Internal document search engines
* Law firm knowledge bases
* Research and compliance tools
* Technical manuals and SOP lookups

Try it out → [Lyzr Knowledge Search](https://knowledgebase.lyzr.ai/)

***

## 🧠 RAG-Powered Applications

Create advanced Retrieval-Augmented Generation (RAG) systems with unmatched flexibility.

**Key Features:**

* 630+ pipeline variations possible
* Choose from multiple embedding models (OpenAI, Cohere, etc.)
* Swap vector stores (Pinecone, FAISS, Weaviate, etc.)
* Integrate rerankers and custom parsers
* Full transparency and debug logs

**Ideal For:**

* Enterprise-level Q\&A systems
* AI-powered research assistants
* Multi-source summarization apps
* Secure knowledge discovery platforms

***

## ❓ QA Bots

Simplified question-answering bots designed for fast deployment and single-turn conversations.

**Key Features:**

* Quick setup
* Optimized for speed and low latency
* Integrated with document or web-based knowledge
* One-way query handling (e.g., no follow-ups)

**Ideal For:**

* Help & support sections
* HR policy bots
* Compliance & legal reference
* Public FAQ interfaces

***

## 🧾 Text-to-SQL Agents

Convert natural language into accurate SQL queries and execute them against your connected database.

**Key Features:**

* Understands schema context
* Handles complex joins and filters
* Optimized SQL query generation
* Supports MySQL, PostgreSQL, SQLite, and more

**Ideal For:**

* Data analysts exploring datasets without SQL skills
* BI/reporting automation
* Internal data query interfaces
* Conversational data insights

***

## 🤖 Multi-Agent Workflow Automation

Chain together multiple agents to solve a complex business problem using orchestration.

### Modes:

1. **Workflow** – Directed Acyclic Graph-based execution with strict dependencies.
2. **Managerial Orchestration** – Manager agent assigns subtasks to worker agents dynamically.

**Ideal For:**

* End-to-end process automation
* Complex problems requiring multiple agents to divide & handle work
* Report generation with data + summary + delivery
* Autonomous task execution based on goals

Try → [AI SDR Demo](https://www.lyzr.ai/jazon/)

***

Whether you're solving for internal productivity, customer-facing automation, or building a flagship AI product—**Lyzr offers the architecture, tooling, and safety you need to deploy with confidence**.