l
llmflows
A framework for building LLM applications with transparency and control.
FrameworkOpen SourceGrowing
What is llmflows?
llmflows is a framework for building LLM applications with transparency and control.
About
LLMFlows is a framework designed for developers to create explicit and transparent applications using Large Language Models (LLMs). It provides a minimalistic set of abstractions that facilitate the development of chatbots, question-answering systems, and other LLM-powered applications. Key capabilities include managing conversation history, creating prompt templates, and handling complex dependencies between LLM calls.
Strengths
- Simple and well-documented framework.
- Explicit API for clean and readable code.
- Full transparency in LLM interactions.
- Support for complex flow management.
- Ability to run flow steps asynchronously.
Limitations
- Limited to LLM applications.
- May require additional setup for complex integrations.
- Still evolving, may lack some advanced features.
Use Cases
Building chatbots that maintain conversation history.Creating question-answering systems with clear prompt management.Developing applications with complex LLM call dependencies.Integrating LLMs with vector databases for enhanced data retrieval.Creating educational tools that explain complex topics simply.
Integrations
OpenAI APIPineconeFastAPI