fasttext

The official Python client for Ollama.

Building applications with LLMs through composability

Python wrapper for the promptfoo CLI - LLM testing, red teaming, and security evaluation

AgentDB v3 — Proof-gated graph intelligence for AI agents. Every state mutation requires cryptographic proof. Native Rust performance via @ruvector/graph-transformer with 8 verified graph modules, HNSW search, causal reasoning, and reflexion memory.