{"repo":"driftkit-ai/driftkit-framework","free":true,"listed":false,"github":"https://github.com/driftkit-ai/driftkit-framework","clone":"git clone https://github.com/driftkit-ai/driftkit-framework.git","description":"The only Java AI framework with a complete Dev → Test → Prod prompt lifecycle, featuring multi-agent orchestration and built-in audio processing","language":"Java","stars":44,"topics":["assistant","assistant-chat-bots","chatbot","embeddings","gpt","java","openai","prompt-engineering","prompt-toolkit","vector-database"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"DriftKit Framework Production-ready AI framework for Java - Complete prompt lifecycle management from development to production 🚀 Why choose DriftKit? Framework comparison Feature DriftKit Spring AI LangChain4j Google ADK --------- ---------------------------------------------------------------------------------- --------------------------------- --------------------------------- ------------------------------------------------- Text embedding ✅ Multiple providers ✅ Multiple providers ✅ Multiple providers ❌ Vector storage ✅ In-memory, File, Pinecone, Spring AI (all providers) ✅ In-memory, Chroma, PGVector etc ✅ In-memory, Pinecone, Chroma etc ❌ Structured output ✅ Java Pojo/Json based ✅ ✅ ✅ Tool calling ✅ Type-safe with auto/manual-execution: function calling, tools, agents as tools ✅ ✅ ✅ Prompt lifecycle management ✅ Dev→Test→Prod + Tracing ❌ ❌ ❌ Visual prompt IDE ✅ Full web platform ❌ Code only ❌ Code only ❌ Production prompt testing ✅ Test sets + evaluation ❌ ❌ ❌ Prompt versioning ✅ Built-in ❌ Manual ❌ Manual ❌ A/B testing ✅ Native ❌ ❌ ❌ Test automation ✅ Comprehensive ❌ ⚠️ Basic ❌ Multi-agent patterns ✅ Loop, Sequential, Hierarchical, Graph, Cross-graph calls ❌ ⚠️ Limited ✅ Built-in Workflow as graph ✅ Full graph with cross-workflow calls ❌ ⚠️ Chain only ⚠️ Basic Simplified LLM SDK ✅ High-level Agent API ⚠️ Low-level ⚠️ Complex ✅ Good Prompt caching ✅ Unified: Claude, OpenAI, DeepSeek ❌ ❌ ❌ Cache observability ✅ Hit/write/miss per request ❌ ❌ ❌ Model hot-swap ✅ Config ch","default_branch":null,"files":null,"tree":[],"storefront":"/r/driftkit-ai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/driftkit-ai/driftkit-framework/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}