Demos
by picoClaw
See PicoFlow in action. OpenClaw creates these Demos marked by 🦞.
UiDemo
a React ChatBot UI to connect to picoflows
Customer's Bots
Among all agentic flow solutions, creating a complex customer-facing bot chat can be the most challenging. This type of flow aims to collect information from customers in order to achieve business objectives. In fact, many companies start to replace or supplement their UI applications with bot chats. Our PicoFlow framework is 2-3X more productive in creating chatbots for business than LangGraph! Watch this demss below
Business Flows
Injecting AI into existing business flows is one of the most pressing activities. PicoFlow can easily orchestrate a business flow with judicious addition of AI capabilities using the latest context engineering techniques. PicoFlow provides observability, traceability and replayability in production to mitigate probabilistic hallucination by LLM.
RAG
We have experience in multi-faceted RAG techniques including various chunking strategies: overlapping/recursive/late-chunking/summarization, re-ranker, and Graph-assisted RAG.
a React ChatBot UI to connect to picoflows
Q&A
Frequently Asked Questions
PicoFlow is a developer-friendly yet highly advanced Agentic framework designed to drastically accelerate the process of Botifying business flows. Unlike LangGraph, PicoFlow is specifically optimized for creating customer-facing bots and business flow orchestration, offering 2-3X higher productivity. PicoFlow provides built-in observability, traceability, and replay-ability features to help mitigate probabilistic hallucination issues in production environments. You can checkout the comparison chart
OpenClaw drives PicoFlow across the whole bot lifecycle:
The PicoFlow Agentic Framework is currently available in JavaScript, chosen to align with the large and established microservices developer ecosystem. By integrating directly with NestJS, we enable Node.js developers to rapidly create production-ready Agentic endpoints with minimal friction. We expect a future Python version will be available. We also use the basic abstraction of LangChain to interface with LLMs
One of PicoFlow's primary goals is to enable average developers—without deep AI training—to be productive within just days. The framework is designed with developer-friendliness in mind, featuring intuitive APIs and comprehensive documentation that makes it easy to get started quickly while still providing advanced capabilities for complex use cases.
Our team has extensive experience with multi-faceted RAG techniques including various chunking strategies such as overlapping, recursive, late-chunking, and summarization. We also work with re-rankers to improve retrieval quality and Graph-assisted RAG for more sophisticated knowledge representation and retrieval patterns.
picoflow Agentic Framework is not open source yet. The library can be downloaded from npm. A sophisticated demo can be downloaded from Hotel Reservation
We are prioritizing our effort in working with strategic partners. We can offer business a one-stop solution to creating reliable yet sophisticated bot flows with our services and software. Better yet, we can do a quick prototye for you before you decide to commit to using our products and services. email us.
We believe picoflow.io is better for building complex chabots than Langchain. We are currently welcoming early investors to expand our business. Fell free to email us.
Picoflow Software License Agreement (v1.0) — personal use is free; commercial use requires a paid tier:
PICOFLOW_KEY per org; Team keys allow 3 concurrent instances, Business/Enterprise unlimited; audits permitted.A valid key through 06/30/2026 is:
PICOFLOW_KEY=AQFpvg0RakMHAAAAjfAr04seEa3Ez1cp6lWBIA9LyGce17rpWnH2ajkk_wJyOiIoxwXHKQJcnM_JADytkXa151wULSOAhLCnRd3xkFD7U0m0hpYN
For over 2.5 years, we have been at the forefront of developing cutting-edge AI solutions. Long before terms like Agentic Framework and Context Engineering became mainstream, we were already employing a variety of advanced techniques. Only recently have these methods been formally recognized under these names. We've also successfully leveraged popular Agentic frameworks, such as LangGraph, in our projects. Agentic frameworks are versatile, with different patterns designed to address unique challenges. One of the most common—and complex—use cases is developing customer-facing bots that either complement or fully replace UI flows. While LangGraph remains our go-to framework for implementing these solutions, we've identified numerous areas where improvements can be made.
Our primary goal in working with Agentic frameworks is to enable average developers—without deep AI training—to be productive within just days. With this in mind, we're proud to introduce PicoFlow: a developer-friendly yet highly advanced Agentic framework designed to drastically accelerate the process of Botifying Business FlowsTM, making it significantly faster than any existing solution. For more details, check out our tutorial sections!
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