Mostly working
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@@ -87,6 +87,22 @@ class RAGManager:
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print(f"Successfully ingested {file_path} into the vector store.")
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def ingest_directory(self, dir_path: str):
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"""
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Recursively loads all markdown files in a directory into the index.
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"""
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files_processed = 0
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for root, _, files in os.walk(dir_path):
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for file in files:
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if file.endswith(".md"):
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file_path = os.path.join(root, file)
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self.ingest_file(file_path)
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files_processed += 1
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print(
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f"Successfully ingested {files_processed} files from {dir_path} into the vector store."
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)
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def summarize_results(self, query: str, nodes: List[Any]) -> List[ContextUpdate]:
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"""
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Uses an LLM to transform raw snippets into concise "insights", filtering out irrelevant content.
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