Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

agent-framework agentic-ai agentic-rag agents ai ai-agents context-engineering framework genai generative-ai information-retrieval large-language-models llm mcp multi-agent orchestration python rag retrieval-augmented-generation semantic-search
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Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

Python
#agent-framework#agentic-ai#agentic-rag#agents#ai#ai-agents#context-engineering#framework#genai#generative-ai#information-retrieval#large-language-models#llm#mcp#multi-agent#orchestration#python#rag#retrieval-augmented-generation#semantic-search
good first issue Contributions wanted! P2

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

Python
#agent-framework#agentic-ai#agentic-rag#agents#ai#ai-agents#context-engineering#framework#genai#generative-ai#information-retrieval#large-language-models#llm#mcp#multi-agent#orchestration#python#rag#retrieval-augmented-generation#semantic-search

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

Python
#agent-framework#agentic-ai#agentic-rag#agents#ai#ai-agents#context-engineering#framework#genai#generative-ai#information-retrieval#large-language-models#llm#mcp#multi-agent#orchestration#python#rag#retrieval-augmented-generation#semantic-search

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

Python
#agent-framework#agentic-ai#agentic-rag#agents#ai#ai-agents#context-engineering#framework#genai#generative-ai#information-retrieval#large-language-models#llm#mcp#multi-agent#orchestration#python#rag#retrieval-augmented-generation#semantic-search
good first issue type:documentation P2

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

Python
#agent-framework#agentic-ai#agentic-rag#agents#ai#ai-agents#context-engineering#framework#genai#generative-ai#information-retrieval#large-language-models#llm#mcp#multi-agent#orchestration#python#rag#retrieval-augmented-generation#semantic-search

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

Python
#agent-framework#agentic-ai#agentic-rag#agents#ai#ai-agents#context-engineering#framework#genai#generative-ai#information-retrieval#large-language-models#llm#mcp#multi-agent#orchestration#python#rag#retrieval-augmented-generation#semantic-search