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@@ -102,7 +102,7 @@ Go to the [examples directory](examples) to try out with any of the examples, fo
 | [PDF Embedding](examples/pdf_embedding) | Parse PDF and index text embeddings for semantic search |
 | [Manuals LLM Extraction](examples/manuals_llm_extraction) | Extract structured information from a manual using LLM |
 | [Google Drive Text Embedding](examples/gdrive_text_embedding) | Index text documents from Google Drive |
-| [Docs to Knowledge Graph](examples/docs_to_kg) | Extract relationships from Markdown documents and build a knowledge graph |
+| [Docs to Knowledge Graph](examples/docs_to_knowledge_graph) | Extract relationships from Markdown documents and build a knowledge graph |
 | [Embeddings to Qdrant](examples/text_embedding_qdrant) | Index documents in a Qdrant collection for semantic search |
 
 More coming and stay tuned! If there's any specific examples you would like to see, please let us know in our [Discord community](https://discord.com/invite/zpA9S2DR7s) 🌱.
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