{"id":"npcpy","name":"npcpy","af_score":53.8,"security_score":55.0,"reliability_score":null,"what_it_does":"A Python library for building NLP applications, multimodal AI agents, and multi-agent teams with orchestration, tool calling, Jinx workflow pipelines, knowledge graph construction, and fine-tuning support across Ollama, OpenAI, Anthropic, Gemini, and DeepSeek.","best_when":"When you need a flexible Python framework to build, experiment with, and orchestrate multi-agent systems across multiple LLM providers, especially for research or complex automation.","avoid_when":"When you need a no-code or low-code agent builder, or when your team is not comfortable with Python and prompt engineering.","last_evaluated":"2026-03-01T09:50:06.012699+00:00"}