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Alternatives to Dify AI App Platform

R
Ray ServeRay Serve is an open-source, scalable model serving framework built on Ray for deploying ML models, LLMs, and multi-model pipelines in production.
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NeMo Guardrails
NeMo GuardrailsNVIDIA's open-source toolkit for adding programmable topical, safety, and dialog guardrails to LLM-based conversational AI systems using the Colang DSL.
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Ray AI Framework
Ray AI FrameworkRay is an open source Python-native framework for scaling and orchestrating distributed AI, ML, and GenAI workloads across CPUs and GPUs at any scale.
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vLLM
vLLMvLLM is an open-source high-throughput LLM inference library supporting GPU, CPU, and TPU backends with an OpenAI-compatible API, PagedAttention, and production deployment tools.
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Flowise AI Builder
Flowise AI BuilderFlowise is an open-source platform for building AI agents, multi-agent workflows, and LLM-powered chatbots with a visual drag-and-drop interface. Supports RAG, HITL, and enterprise deployment.
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Gorilla LLM
Gorilla LLMGorilla is an open-source LLM from UC Berkeley that connects with massive APIs, enabling state-of-the-art function calling across Python, Java, JavaScript, and REST APIs. Includes BFCL benchmarking, RAFT fine-tuning, and the GoEX execution engine.
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TaskWeaver
TaskWeaverTaskWeaver is Microsoft's open-source, code-first agent framework for planning and executing complex data analytics tasks using LLM-powered agents.
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Haystack
HaystackBuild production-ready AI agents and RAG pipelines with Haystack, the open-source AI orchestration framework by deepset. Integrate with OpenAI, Anthropic, Hugging Face, and more.
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MLRun
MLRunMLRun is an open-source AI orchestration framework for managing ML and generative AI pipelines from development to production, with auto-scaling, monitoring, and multi-cloud support.
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Adala AI Labeling
Adala AI LabelingAdala is an open-source autonomous data labeling agent framework by HumanSignal. Build LLM-powered agents that learn and apply data processing skills iteratively.
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