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Mini LLM Flow: Using 100 lines of code to build LLM miniature intelligences with "directed graph structure"-Chief AI Sharing Circle

Mini LLM Flow: Building LLM Mini-Intelligents with "Directed Graph Structure" in 100 Lines of Code

General Introduction miniLLMFlow is a minimalist Large Language Model (LLM) development framework that contains only 100 lines of core code, demonstrating the design philosophy of "The Way is Simple". The framework is specifically designed to enable AI assistants (e.g. ChatGPT, Claude, etc.) to program autonomously, with support for multi-intelligence, task decomposition, and...

WeChat voice messages can be played like this? Even a beginner can use Devbox to easily realize public number voice to text! -Chief AI Sharing Circle

WeChat voice messages can be played like this? Even a beginner can use Devbox to easily realize public number voice to text!

Many people would like to use WeChat's voice input directly, it's always faster to speak than to type. Unlike the common .mp3 and .wav formats, WeChat's voice input uses the .amr format by default. The image below shows the developer server receiving a webhook from WeChat, indicating that a voice message has been sent by a user on the public...

Xiaozhi AI Chatbot: Build Your AI Chatting Companion, Easily Realize Voice Dialogue and Intelligent Interaction-Chief AI Sharing Circle

Xiaozhi AI Chatbot: Build your AI chatting companion, easily realize voice conversation and intelligent interaction

Comprehensive Introduction Xiaozhi AI Chatbot is an open source project based on the ESP32 development board, designed to help users build their own AI chat companion. The project is developed by Shrimp and is mainly used for teaching purposes to help more people get started with AI hardware development and understand how to apply the big language model to actual hardware devices...

DashInfer-VLM, multimodal SOTA inference performance, super vLLM!!!-Chief AI Sharing Circle

DashInfer-VLM, multimodal SOTA inference performance over vLLM!

Introduction DashInfer-VLM is an inference architecture for visual multimodal large model VLMs, especially optimized for inference acceleration of Qwen VL models. The biggest difference between DashInfer-VLM and other inference acceleration frameworks for VLMs is that it separates the VIT part from the LLM part and the VIT and LLM runs...

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Converting Documents Describing Business Processes into Business Process Maps: An Example of Coaching a Company's IPO Documents - Chief AI Sharing Circle

Converting a document describing a business process into a business process diagram: an example of a document for coaching a company to go public

Someone in the group asked: which seniors know which ai can draw a flowchart of listed company information? Guess it is the process related to listing counseling documents, in fact, do not need any tools, as long as you can draw a sample flowchart, so that the big model to generate SVG code can be, of course, Mermaid syntax can also be. Before you start...

OpenAI Realtime API Next.js: Next.js template for building real-time voice conversation AI applications - Chief AI Sharing Circle

OpenAI Realtime API Next.js: a Next.js template for building real-time voice conversation AI applications

Comprehensive introduction OpenAI Realtime API Next.js is an open source project based on the Next.js framework , designed to help developers quickly build real-time voice AI applications . The project integrates OpenAI's real-time API and WebRTC technology to provide modern UI components and tool calls. By using this ...

2024 Chinese Large Model Benchmark Measurement Report (SuperCLUE) - Chief AI Sharing Circle

2024 Chinese Large Model Benchmark Measurement Report (SuperCLUE)

BACKGROUND Since 2023, AI big models have set off the largest AI wave ever globally. Entering 2024, the global big model competition dynamics is increasing, and with the release of Sora, GPT-4o, and o1, the domestic big models have been engaged in a wave of big model chase in 2024. In the ...

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