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.

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💬 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
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

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🧠 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

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❓ 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

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🧾 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

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🤖 Multi-Agent Workflow Automation

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

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Modes:

  1. DAG Orchestration – 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
  • AI SDRs and lead qualification
  • Report generation with data + summary + delivery
  • Autonomous task execution based on goals
Try → AI SDR Demo
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.