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README.md
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LCQ - Logseq Clojure Query.
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### Description of the approach
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About 100 copies were collected manually and about 800 more were created on their basis using the Qwen2.5-Coder-7B-Instruct model. The test part of the dataset (about 100 synthetic copies) are run through the model with a system prompt describing the specifics of the queries and validated by the codestral-mamba model.
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### Results
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| model | overal | zero_shot | 1_shot | 3_shot | 5_shot |
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|:-------------------------------|---------:|------------:|---------:|---------:|---------:|
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LCQ - Logseq Clojure Query.
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### Description of the approach
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About 100 copies were collected manually and about 800 more were created on their basis using the Qwen2.5-Coder-7B-Instruct model. The test part of the dataset (about 100 synthetic copies) are run through the model with a system prompt describing the specifics of the queries and validated by the codestral-mamba model.
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```python
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SYSTEM_PROMPT = """
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You should create advanced query for logseq.
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Advanced query should be written in clojure script over datalog and should starts and ends with `#+BEGIN_QUERY` and `#+END_QUERY` respectively.
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You should respond only with query, without any additional information.
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query may consists of:
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- :title - title of the query (required)
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- :query - query itself, usually contains :find, :where, ... (required)
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- :result-transform - transform function for the result (optional)
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- :group-by-page? (true or false, optional)
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- :collapsed? (true or false, usually false, optional)
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example of respond:
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#+BEGIN_QUERY
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...
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#+END_QUERY
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"""
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```
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### Results
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| model | overal | zero_shot | 1_shot | 3_shot | 5_shot |
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|:-------------------------------|---------:|------------:|---------:|---------:|---------:|
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