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Feat: Redesign and refactor agent module (#9113)

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### What problem does this PR solve?

#9082 #6365

<u> **WARNING: it's not compatible with the older version of `Agent`
module, which means that `Agent` from older versions can not work
anymore.**</u>

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
This commit is contained in:
Kevin Hu
2025-07-30 19:41:09 +08:00
committed by GitHub
parent 07e37560fc
commit d9fe279dde
124 changed files with 7744 additions and 18226 deletions
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59
agent/test/dsl_examples/retrieval_categorize_and_generate.json
View File

@ -7,16 +7,8 @@
"prologue": "Hi there!"
}
},
"downstream": ["answer:0"],
"upstream": []
},
"answer:0": {
"obj": {
"component_name": "Answer",
"params": {}
},
"downstream": ["categorize:0"],
"upstream": ["begin", "generate:0", "switch:0"]
"upstream": []
},
"categorize:0": {
"obj": {
@ -26,30 +18,30 @@
"category_description": {
"product_related": {
"description": "The question is about the product usage, appearance and how it works.",
"examples": "Why it always beaming?\nHow to install it onto the wall?\nIt leaks, what to do?",
"to": "retrieval:0"
"examples": [],
"to": ["retrieval:0"]
},
"others": {
"description": "The question is not about the product usage, appearance and how it works.",
"examples": "How are you doing?\nWhat is your name?\nAre you a robot?\nWhat's the weather?\nWill it rain?",
"to": "message:0"
"examples": [],
"to": ["message:0"]
}
}
}
},
"downstream": ["retrieval:0", "message:0"],
"upstream": ["answer:0"]
"downstream": [],
"upstream": ["begin"]
},
"message:0": {
"obj":{
"component_name": "Message",
"params": {
"messages": [
"content": [
"Sorry, I don't know. I'm an AI bot."
]
}
},
"downstream": ["answer:0"],
"downstream": [],
"upstream": ["categorize:0"]
},
"retrieval:0": {
@ -60,29 +52,44 @@
"keywords_similarity_weight": 0.3,
"top_n": 6,
"top_k": 1024,
"rerank_id": "BAAI/bge-reranker-v2-m3",
"kb_ids": ["869a236818b811ef91dffa163e197198"]
"rerank_id": "",
"empty_response": "Nothing found in dataset",
"kb_ids": ["1a3d1d7afb0611ef9866047c16ec874f"]
}
},
"downstream": ["generate:0"],
"upstream": ["switch:0"]
"upstream": ["categorize:0"]
},
"generate:0": {
"obj": {
"component_name": "Generate",
"component_name": "Agent",
"params": {
"llm_id": "deepseek-chat",
"prompt": "You are an intelligent assistant. Please summarize the content of the knowledge base to answer the question. Please list the data in the knowledge base and answer in detail. When all knowledge base content is irrelevant to the question, your answer must include the sentence \"The answer you are looking for is not found in the knowledge base!\" Answers need to consider chat history.\n Here is the knowledge base:\n {input}\n The above is the knowledge base.",
"sys_prompt": "You are an intelligent assistant. Please summarize the content of the knowledge base to answer the question. Please list the data in the knowledge base and answer in detail. When all knowledge base content is irrelevant to the question, your answer must include the sentence \"The answer you are looking for is not found in the knowledge base!\" Answers need to consider chat history.\n Here is the knowledge base:\n {retrieval:0@formalized_content}\n The above is the knowledge base.",
"temperature": 0.2
}
},
"downstream": ["answer:0"],
"downstream": ["message:1"],
"upstream": ["retrieval:0"]
},
"message:1": {
"obj": {
"component_name": "Message",
"params": {
"content": ["{generate:0@content}"]
}
},
"downstream": [],
"upstream": ["generate:0"]
}
},
"history": [],
"messages": [],
"reference": {},
"path": [],
"answer": []
"retrival": {"chunks": [], "doc_aggs": []},
"globals": {
"sys.query": "",
"sys.user_id": "",
"sys.conversation_turns": 0,
"sys.files": []
}
}