PromptLayer is a platform for tracking, managing, and evaluating LLM prompts in production. Log…

LiteLLM provides a unified API for 100+ LLM providers using the OpenAI format. Switch…

Guardrails AI adds input/output validation to LLM applications. Define rules for what the LLM…

Instructor makes it easy to get structured outputs from LLMs using Python type hints.…

DSPy is a framework for algorithmically optimizing LLM prompts and weights. Instead of manually…

LlamaIndex is a data framework for building LLM-powered applications over your data. Simple connectors…

Milvus is a cloud-native vector database built for billion-scale AI applications. Handles trillion-dimensional vectors…

Chroma is the open-source embedding database for AI applications. Simple Python API, local-first development,…

Qdrant is a high-performance vector database optimized for production AI applications. Rust-based engine delivers…

Weaviate is an open-source vector database with built-in ML model integration. Automatically vectorizes data…