GoLC is an open-source Go library that simplifies building LLM-driven pipelines and conversational agents. It offers modular chains, prompt templating, document loaders, vector store integration, retrieval-augmented generation, memory modules, and custom tool-based agent workflows. Developers can seamlessly configure LLM providers, incorporate embedding-based search, and manage conversation state across sessions. GoLC empowers backend engineers to rapidly prototype AI assistants, knowledge bots, and automation agents within a Go-native environment.
Large Language Models (LLMs)
Open Source AI Models
Log Management
AI Log Management
#AI Development
#language model chaining
#Go programming
#Chatbot Framework
#plugin architecture
#document loaders
#stateful memory
#RAG workflows
#custom prompt templates
#multi-step reasoning
#backend AI services
#LLM Integration
#troop management
#embedding retrieval
#performance optimization
#AI prototyping
#modular design
#flexible architecture
#tool integration
#knowledge assistants
...
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GoLC
GoLC is an open-source Go library that simplifies building LLM-driven pipelines and conversational agents. It offers modular chains, prompt templating, document loaders, vector store integration, retrieval-augmented generation, memory modules, and custom tool-based agent workflows. Developers can seamlessly configure LLM providers, incorporate embedding-based search, and manage conversation state across sessions. GoLC empowers backend engineers to rapidly prototype AI assistants, knowledge bots, and automation agents within a Go-native environment.
Large Language Models (LLMs)
Open Source AI Models
Log Management
AI Log Management
#AI Development
#language model chaining
#Go programming
#Chatbot Framework
#plugin architecture
#document loaders
#stateful memory
#RAG workflows
#custom prompt templates
#multi-step reasoning
#backend AI services
#LLM Integration
#troop management
#embedding retrieval
#performance optimization
#AI prototyping
#modular design
#flexible architecture
#tool integration
#knowledge assistants
...
Featured
What is GoLC?
GoLC provides developers with a comprehensive toolkit for constructing language model chains and agents in Go. At its core, it includes chain management, customizable prompt templates, and seamless integration with major LLM providers. Through document loaders and vector stores, GoLC enables embedding-based retrieval, powering RAG workflows. The framework supports stateful memory modules for conversational contexts and a lightweight agent architecture to orchestrate multi-step reasoning and tool invocations. Its modular design allows plugging in custom tools, data sources, and output handlers. With Go-native performance and minimal dependencies, GoLC streamlines AI pipeline development, making it ideal for building chatbots, knowledge assistants, automated reasoning agents, and production-grade backend AI services in Go.
Who will use GoLC?
- Go developers building AI applications
- ML engineers seeking Go-native LLM tooling
- Backend engineers integrating AI services
- Startups prototyping conversational agents
- Researchers implementing RAG systems
How to use the GoLC?
- Step1: Install GoLC with `go get github.com/hupe1980/golc`
- Step2: Import GoLC modules and configure your LLM provider API key
- Step3: Define prompt templates and chain components in Go code
- Step4: Set up document loaders and vector store for retrieval use cases
- Step5: Compose chains or agents, attach memory modules and tools
- Step6: Execute the chain or agent and handle responses in your application
Platform
- mac
- windows
- linux
GoLC's Core Features & Benefits
The Core Features
- Modular chain-of-thought management
- Customizable prompt templating
- Agent framework with tool integration
- Document loaders and vector store support
- Retrieval-augmented generation
- Stateful memory modules
- Plugin architecture for custom tools
The Benefits
- Go-native performance with minimal dependencies
- Rapid prototyping of AI workflows
- Flexible and extensible architecture
- Seamless integration with major LLM APIs
- Production-ready for backend services
GoLC's Main Use Cases & Applications
- Building conversational chatbots
- Implementing retrieval-augmented generation interfaces
- Automating multi-step reasoning tasks
- Developing AI-powered customer support agents
- Prototyping knowledge-based services
GoLC's Pros & Cons
The Pros
Modular composability for flexible application development
Supports a wide range of LLM functionalities including chains, agents, and memory
Provides advanced tools for evaluation and moderation of generated content
Strong focus on document processing capabilities tailored for language applications
Open-source with active repository for community contributions
The Cons
No explicit pricing or commercial support information available
Primarily focused on Go programming language, which may limit adoption to Go developers
Lacks mobile application presence or integrations in popular app stores
No direct information on user interface or ease of use for non-developers
FAQs of GoLC
GoLC Company Information
GoLC Reviews
5/5
GoLC's Main Competitors and alternatives?
- LangChain (Python)
- LlamaIndex
- Haystack
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