PromptTools provides open-source tools for prompt testing and experimentation, supporting multiple LLMs (OpenAI, LLaMA) and vector databases (Chroma, Weaviate, LanceDB) to help developers systematically evaluate and optimize RAG systems.
All-in-one AI framework for semantic search, LLM orchestration, and language model workflows with agent support, RAG, and vector database
In-depth tutorials on LLMs, RAGs and real-world AI agent applications. Rich notebook examples for learning AI engineering practices.
Opinionated RAG framework for integrating GenAI into your apps. Works with any LLM, any vectorstore, any files — so you can focus on your product instead of building RAG pipelines.
A universal local knowledge base solution based on vector databases and GPT, providing one-stop document processing with vectorization, semantic search, and intelligent Q&A for building private knowledge bases.