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Jason Liu
2023-12-29 17:59:22 -05:00
parent b583309818
commit 8eb5d502cf
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docs/examples/planning-tasks.md
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@@ -116,22 +116,34 @@ plan.model_dump()
While we build the query plan in this example, we do not propose a method to actually answer the question. You can implement your own answer function that perhaps makes a retrival and calls openai for retrival augmented generation. That step would also make use of function calls but goes beyond the scope of this example.
```python
{'query_graph': [{'dependencies': [],
'id': 1,
'node_type': <QueryType.SINGLE_QUESTION: 'SINGLE'>,
'question': "Identify Jason's home country"},
{'dependencies': [],
'id': 2,
'node_type': <QueryType.SINGLE_QUESTION: 'SINGLE'>,
'question': 'Find the population of Canada'},
{'dependencies': [1],
'id': 3,
'node_type': <QueryType.SINGLE_QUESTION: 'SINGLE'>,
'question': "Find the population of Jason's home country"},
{'dependencies': [2, 3],
'id': 4,
'node_type': <QueryType.SINGLE_QUESTION: 'SINGLE'>,
'question': 'Calculate the difference in populations between Canada and Jason's home country"}]}
{
"query_graph": [
{
"dependencies": [],
"id": 1,
"node_type": "SINGLE",
"question": "Identify Jason's home country",
},
{
"dependencies": [],
"id": 2,
"node_type": "SINGLE",
"question": "Find the population of Canada",
},
{
"dependencies": [1],
"id": 3,
"node_type": "SINGLE",
"question": "Find the population of Jason's home country",
},
{
"dependencies": [2, 3],
"id": 4,
"node_type": "SINGLE",
"question": "Calculate the difference in populations between Canada and Jasons home country",
},
]
}
```
In the above code, we define a `query_planner` function that takes a question as input and generates a query plan using the OpenAI API.