🚀 Building Go applications with LLMs through composability

Learn More About GoLC

GoLC is an innovative project heavily inspired by the LangChain project, aimed at building applications with Large Language Models (LLMs) by leveraging the concept of composability. It provides a framework that enables developers to create and integrate LLM-based applications seamlessly. Through the principles of composability, GoLC allows for the modular construction of LLM-based components, offering flexibility and extensibility to develop powerful language processing applications. By leveraging the capabilities of LLMs and embracing composability, GoLC brings new opportunities to the Golang ecosystem for the development of natural language processing applications.

GoLC offers a range of features to enhance the development of language processing applications:

LLMs and Prompts

Simplify prompt management, optimize prompts, and utilize LLMs effortlessly with GoLC’s generic interface.

Chains

Create seamless sequences of LLM calls or other utilities using a standardized interface. Leverage pre-built end-to-end chains for common scenarios, saving development time.

Retrieval Augmented Generation (RAG)

Interact with data sources through specific chain types, enabling tasks like text summarization and question-answering based on datasets.

Agents

Empower applications with intelligent agents. Leverage LLMs for informed decision-making, actions, observations, and iterative enhancements.

Memory

Maintain context and important information throughout the processing pipeline with GoLC’s memory functionality. Choose from a variety of memory implementations for flexibility.

Evaluation

Simplify the evaluation of generative models, traditionally challenging with conventional metrics. GoLC’s novel approach uses language models for evaluation.

Moderation

Enhance security and appropriateness with moderation functionalities. Detect prompt injections, redact Personally Identifiable Information (PII), identify toxic content, and more.

Document Processing

GoLC excels in document processing, offering comprehensive capabilities such as loading, transforming, and compressing. Streamline document-related tasks with versatile tools, making it ideal for document-centric language processing applications.