cocoindex-io · badmonster0 · May 19, 2025 · May 18, 2025 · May 18, 2025 · May 18, 2025
diff --git a/README.md b/README.md
@@ -137,7 +137,7 @@ It defines an index flow like this:
 | [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 |
 | [FastAPI Server with Docker](examples/fastapi_server_docker) | Run the semantic search server in a Dockerized FastAPI setup | 
-| [Product_Taxonomy_Knowledge_Graph](examples/product_taxonomy_knowledge_graph) | Build knowledge graph for product recommendations | 
+| [Product Recommendation](examples/product_recommendation) | Build real-time product recommendations with LLM and graph database| 
 | [Image Search with Vision API](examples/image_search_example) | Generates detailed captions for images using a vision model, embeds them, enables live-updating semantic search via FastAPI and served on a React frontend|
 
 More coming and stay tuned 👀!

diff --git a/...les/product_taxonomy_knowledge_graph/.env → examples/product_recommendation/.env b/...les/product_taxonomy_knowledge_graph/.env → examples/product_recommendation/.env
diff --git a/...roduct_taxonomy_knowledge_graph/README.md → examples/product_recommendation/README.md b/...roduct_taxonomy_knowledge_graph/README.md → examples/product_recommendation/README.md
@@ -1,6 +1,8 @@
-# Build Real-Time Product Recommendation based on LLM Taxonomy Extraction and Knowledge Graph
+# Build Real-Time Recommendation Engine with LLM and Graph Database
 
-We will process a list of products and use LLM to extract the taxonomy and complimentary taxonomy for each product.
+We will build a real-time product recommendation engine with LLM and graph database. In particular, we will use LLM to understand the category (taxonomy) of a product. In addition, we will use LLM to enumerate the complementary products - users are likely to buy together with the current product (pencil and notebook). 
+
+We will use Graph to explore the relationships between products that can be further used for product recommendations or labeling.
 
 Please drop [CocoIndex on Github](https://github.com/cocoindex-io/cocoindex) a star to support us and stay tuned for more updates. Thank you so much 🥥🤗. [![GitHub](https://img.shields.io/github/stars/cocoindex-io/cocoindex?color=5B5BD6)](https://github.com/cocoindex-io/cocoindex)
 

diff --git a/...onomy_knowledge_graph/img/cocoinsight.png → ...roduct_recommendation/img/cocoinsight.png b/...onomy_knowledge_graph/img/cocoinsight.png → ...roduct_recommendation/img/cocoinsight.png
diff --git a/...ct_taxonomy_knowledge_graph/img/neo4j.png → ...ples/product_recommendation/img/neo4j.png b/...ct_taxonomy_knowledge_graph/img/neo4j.png → ...ples/product_recommendation/img/neo4j.png
diff --git a/.../product_taxonomy_knowledge_graph/main.py → examples/product_recommendation/main.py b/.../product_taxonomy_knowledge_graph/main.py → examples/product_recommendation/main.py
diff --git a/...taxonomy_knowledge_graph/products/p1.json → ...s/product_recommendation/products/p1.json b/...taxonomy_knowledge_graph/products/p1.json → ...s/product_recommendation/products/p1.json
diff --git a/...taxonomy_knowledge_graph/products/p2.json → ...s/product_recommendation/products/p2.json b/...taxonomy_knowledge_graph/products/p2.json → ...s/product_recommendation/products/p2.json
diff --git a/...taxonomy_knowledge_graph/products/p3.json → ...s/product_recommendation/products/p3.json b/...taxonomy_knowledge_graph/products/p3.json → ...s/product_recommendation/products/p3.json
diff --git a/...taxonomy_knowledge_graph/products/p4.json → ...s/product_recommendation/products/p4.json b/...taxonomy_knowledge_graph/products/p4.json → ...s/product_recommendation/products/p4.json
diff --git a/...taxonomy_knowledge_graph/products/p5.json → ...s/product_recommendation/products/p5.json b/...taxonomy_knowledge_graph/products/p5.json → ...s/product_recommendation/products/p5.json
diff --git a/...taxonomy_knowledge_graph/products/p6.json → ...s/product_recommendation/products/p6.json b/...taxonomy_knowledge_graph/products/p6.json → ...s/product_recommendation/products/p6.json
diff --git a/...taxonomy_knowledge_graph/products/p7.json → ...s/product_recommendation/products/p7.json b/...taxonomy_knowledge_graph/products/p7.json → ...s/product_recommendation/products/p7.json
diff --git a/...taxonomy_knowledge_graph/products/p8.json → ...s/product_recommendation/products/p8.json b/...taxonomy_knowledge_graph/products/p8.json → ...s/product_recommendation/products/p8.json
diff --git a/...taxonomy_knowledge_graph/products/p9.json → ...s/product_recommendation/products/p9.json b/...taxonomy_knowledge_graph/products/p9.json → ...s/product_recommendation/products/p9.json
diff --git a/...t_taxonomy_knowledge_graph/pyproject.toml → ...les/product_recommendation/pyproject.toml b/...t_taxonomy_knowledge_graph/pyproject.toml → ...les/product_recommendation/pyproject.toml