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Mirascope is a Python toolkit for building LLM applications with clean abstractions for prompts, calls, and extractions. Type-safe…

LiteLLM provides a unified API for 100+ LLM providers using the OpenAI format. Switch between GPT-4, Claude, Gemini,…

Cohere Embed generates text embeddings for semantic search and RAG applications. Embed 3 supports 100+ languages and outperforms…

Voyage AI provides the highest-quality embedding models for RAG and semantic search. Developed by Stanford AI researchers, Voyage…

Weaviate is an open-source vector database with built-in ML model integration. Automatically vectorizes data as it's imported and…

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

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

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

LlamaIndex is a data framework for building LLM-powered applications over your data. Simple connectors for 160+ data sources,…

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