litechain

                                               

English | 中文

Introduction

Enabling embedded devices to be empowered by LLMS
The basic communication is used to connect and construct a LangChain-like framework
The underlying IO is invoked to implement the corresponding operation

Software Architecture

Three-tier architecture
MCAL: Etherent(network port) CAN UART Flash RAM EEPROM Core(including interrupt and clock), etc., using the IC underlying library for standardized packaging
MCAL: Etherent CAN UART Flash RAM EEPROM Core(including interrupt and clock), etc
MODULE:Model_IO Retrieval Chains Memory Agents Callbacks
APP: An application is composed of an application chain and its corresponding modules

There are Plugins in each layer of the architecture, which can be third-party libraries or custom modules

Development plan

Implementation of chain:

Context memory management:

LAN LLM access:
Local large model supporting the server program

Implementation of cloud multi-model protocol:
chatgpt

chatgml

文心一言

通义千问

Hardware support:
stm32f103+air742UG->4G
esp32-c3->wifi
Test Project

Raspberry RP2040 ->RJ45

Vector databases support:
Milvus(remote storage matching)

Installation

/TODO/

Instructions

/TODO/

Contribution

1. Fork the repository
2. Create Feat_xxx branch
3. Commit your code
4. Create Pull Request