ChainLite is an open-source Python framework enabling developers to quickly prototype and deploy LLM-powered agents. It provides a Streamlit-based UI for real-time conversation flows, built-in tool connectors for external APIs, memory management for persistent context, and customizable chain components. With zero front-end code required, teams can focus on designing intelligent workflows and custom prompts to automate tasks and build conversational AI apps.
AI Platforms & Frameworks
Development Environment
Workflow Automation
#AI Agents
#LLM Orchestration
#Python decorators
#real-time UI
#Data Integration
#Modular frameworks
#contextual memory
#API connections
#streamlit interface
#debugging tools
#visualization tools
#Prototyping AI
#dev collaboration
#multi-provider support
#scalable deployment
#custom tool integration
#chain execution graphs
#token-level inspection
#Developer Productivity
#Machine learning tools
...
Promote this Tool
Update this Tool
ChainLite
ChainLite is an open-source Python framework enabling developers to quickly prototype and deploy LLM-powered agents. It provides a Streamlit-based UI for real-time conversation flows, built-in tool connectors for external APIs, memory management for persistent context, and customizable chain components. With zero front-end code required, teams can focus on designing intelligent workflows and custom prompts to automate tasks and build conversational AI apps.
AI Platforms & Frameworks
Development Environment
Workflow Automation
#AI Agents
#LLM Orchestration
#Python decorators
#real-time UI
#Data Integration
#Modular frameworks
#contextual memory
#API connections
#streamlit interface
#debugging tools
#visualization tools
#Prototyping AI
#dev collaboration
#multi-provider support
#scalable deployment
#custom tool integration
#chain execution graphs
#token-level inspection
#Developer Productivity
#Machine learning tools
...
Featured
What is ChainLite?
ChainLite streamlines creation of AI agents by abstracting the complexities of LLM orchestration into reusable chain modules. Using simple Python decorators and configuration files, developers define agent behaviors, tool interfaces and memory structures. The framework integrates with popular LLM providers (OpenAI, Cohere, Hugging Face) and external data sources (APIs, databases), allowing agents to fetch real-time information. With a built-in browser-based UI powered by Streamlit, users can inspect token-level conversation history, debug prompts, and visualize chain execution graphs. ChainLite supports multiple deployment targets, from local development to production containers, enabling seamless collaboration between data scientists, engineers, and product teams.
Who will use ChainLite?
- AI developers
- Data scientists
- Software engineers
- Product teams focusing on conversational AI
- Researchers exploring agent architectures
How to use the ChainLite?
- Step1: Install ChainLite via pip install chainlite
- Step2: Define your agent with chain components in Python
- Step3: Configure LLM provider API keys as environment variables
- Step4: Decorate Python functions with @chainlite.tool and @chainlite.agent
- Step5: Launch the Streamlit UI using chainlite run
- Step6: Test interactions and view real-time conversation flows
- Step7: Deploy to production via Docker or cloud services
Platform
- mac
- windows
ChainLite's Core Features & Benefits
The Core Features
- Modular chain-of-thought pipeline
- Streamlit-based real-time UI
- Built-in memory for context persistence
- Tool integrations for external APIs
- Multi-LLM provider support
- Graph visualization of chain execution
The Benefits
- Accelerates AI agent prototyping
- No front-end code required
- Enhanced debugging with live context view
- Scalable to production deployments
- Flexible integration with custom tools
ChainLite's Main Use Cases & Applications
- Building customer support chatbots with dynamic knowledge retrieval
- Automating data analysis workflows with LLM agents
- Prototyping virtual personal assistants for scheduling and reminders
- Researching multi-step chain-of-thought reasoning architectures
- Creating domain-specific Q&A agents interfacing with company databases
FAQs of ChainLite
ChainLite Company Information
ChainLite Reviews
5/5
ChainLite's Main Competitors and alternatives?
- Chainlit
- LangChain
- Haystack
- LlamaIndex
- Microsoft Semantic Kernel
You may also like:
AI design agent automates workflow creating images, videos, 3D models up to 10x faster.
AI-driven chatbot for top OnlyFans creators.
Aixbt is a tokenized AI Agent optimizing revenue across applications.
theGist AI Workspace unifies work apps with AI for improved productivity.
Generate brand visuals and copy using AI to boost e-commerce sales.
GPTConsole is an AI agent designed for streamlined conversation and task automation.
GenSphere is an AI agent that automates data analysis and provides insights for informed decision-making.
Nullify automates the entire AppSec program for security teams using AI-driven solutions.
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
Langbase is an AI agent that generates and analyzes natural language content efficiently.
AiTerm: AI Terminal Assistant converting natural language to commands.
Generate intriguing facts effortlessly with our AI-powered tool.
Automate your job applications and find the perfect job with AI technology.
Intellika AI enables seamless automation of data analysis and reporting for businesses.
ScholarRoll helps students find and apply for scholarships easily.
OneReach AI simplifies interactions by automating customer engagement through intelligent messaging.
Phoenix AI Assistant helps streamline tasks using intelligent automation and personalized support.
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
Letta is an AI agent that handles email responses efficiently and accurately.
Windsurf AI Agent helps optimize windsurfing conditions and gear recommendations.
Cody AI helps developers write, review, and understand code efficiently.
A solution for building customizable AI agents with LangChain on AWS Bedrock, leveraging foundation models and custom tools.
scenario-go is a Go SDK for defining complex LLM-driven conversational workflows, managing prompts, context, and multi-step AI tasks.
A ROS-based framework for multi-robot collaboration enabling autonomous task allocation, planning, and coordinated mission execution in teams.
An open-source visual IDE enabling AI engineers to build, test, and deploy agentic workflows 10x faster.
LangGraph Learn offers an interactive GUI to design and execute graph-based AI agent workflows, visualizing language model chains.
AIDE provides AI-powered code generation, debugging, documentation and package management within an integrated web IDE.
A methodology offering twelve best practices to design, configure, and deploy scalable, maintainable AI Agents.
A Python framework for constructing multi-step reasoning pipelines and agent-like workflows with large language models.
SARL is an agent-oriented programming language and runtime providing event-driven behaviors and environment simulation for multi-agent systems.
AI Library is a developer platform for building and deploying customizable AI agents using modular chains and tools.
RModel is an open-source AI agent framework orchestrating LLMs, tool integration, and memory for advanced conversational and task-driven applications.
Provides a FastAPI backend for visual graph-based orchestration and execution of language model workflows in LangGraph GUI.
CodeBeaver is an AI agent that assists in coding and debugging tasks efficiently.
AveHR is an AI-driven human resources agent for streamlining HR tasks.
OpenSpiel provides a library of environments and algorithms for research in reinforcement learning and game theoretic planning.
An autonomous AI agent that writes, tests, and refactors code projects using LLMs with iterative test-driven development.
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
LeanAgent is an open-source AI agent framework for building autonomous agents with LLM-driven planning, tool usage, and memory management.
Autogpt is a Rust library for building autonomous AI agents that interact with the OpenAI API to complete multi-step tasks
Angular is a web development framework for building modern, scalable applications.
Skywork AI is an innovative tool to enhance productivity using AI.
Project Mariner is an AI agent designed for efficient data extraction and analysis.
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
Microsoft Copilot enhances productivity by automating tasks across various applications.
Glean is an AI assistant platform for enterprise search and knowledge discovery.
Twilio AI Assistants enable automated customer interactions via voice and text messaging.
AI-driven customer service platform offering efficient communication solutions.
A framework that dynamically routes requests across multiple LLMs and uses GraphQL to handle composite prompts efficiently.
CACA Agent automates content generation and knowledge acquisition processes.
AI-driven platform for creating and deploying enterprise-grade AI systems and agents.
Qoder is an agentic coding platform for real software, Free to use the best model in preview.