refactor: Update extraction strategy to handle schema extraction with non-empty schema
This code change updates the `LLMExtractionStrategy` class to handle schema extraction when the schema is non-empty. Previously, the schema extraction was only triggered when the `extract_type` was set to "schema", regardless of whether a schema was provided. With this update, the schema extraction will only be performed if the `extract_type` is "schema" and a non-empty schema is provided. This ensures that the extraction strategy behaves correctly and avoids unnecessary schema extraction when not needed. Also "numpy" is removed from default installation mode.
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@@ -834,7 +834,6 @@ def extract_blocks_batch(batch_data, provider = "groq/llama3-70b-8192", api_toke
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return sum(all_blocks, [])
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def merge_chunks_based_on_token_threshold(chunks, token_threshold):
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"""
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Merges small chunks into larger ones based on the total token threshold.
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@@ -880,7 +879,6 @@ def process_sections(url: str, sections: list, provider: str, api_token: str) ->
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return extracted_content
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def wrap_text(draw, text, font, max_width):
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# Wrap the text to fit within the specified width
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lines = []
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@@ -892,7 +890,6 @@ def wrap_text(draw, text, font, max_width):
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lines.append(line)
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return '\n'.join(lines)
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def format_html(html_string):
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soup = BeautifulSoup(html_string, 'html.parser')
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return soup.prettify()
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