gardel/lightrag
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Update README.md

Browse Source
This commit is contained in:
zrguo
2024-12-31 17:25:57 +08:00
parent cee5b2fbb0
commit 71e9267f4b
2 changed files with 9 additions and 5 deletions
Download Patch File Download Diff File Expand all files Collapse all files

12
README.md
View File

@@ -26,10 +26,11 @@ This repository hosts the code of LightRAG. The structure of this code is based
</div> </div>
## 🎉 News ## 🎉 News
- [x] [2024.12.31]🎯📢LightRAG now supports [deletion by document ID](https://github.com/HKUDS/LightRAG?tab=readme-ov-file#delete).
- [x] [2024.11.25]🎯📢LightRAG now supports seamless integration of [custom knowledge graphs](https://github.com/HKUDS/LightRAG?tab=readme-ov-file#insert-custom-kg), empowering users to enhance the system with their own domain expertise. - [x] [2024.11.25]🎯📢LightRAG now supports seamless integration of [custom knowledge graphs](https://github.com/HKUDS/LightRAG?tab=readme-ov-file#insert-custom-kg), empowering users to enhance the system with their own domain expertise.
- [x] [2024.11.19]🎯📢A comprehensive guide to LightRAG is now available on [LearnOpenCV](https://learnopencv.com/lightrag). Many thanks to the blog author. - [x] [2024.11.19]🎯📢A comprehensive guide to LightRAG is now available on [LearnOpenCV](https://learnopencv.com/lightrag). Many thanks to the blog author.
- [x] [2024.11.12]🎯📢LightRAG now supports [Oracle Database 23ai for all storage types (KV, vector, and graph)](https://github.com/HKUDS/LightRAG/blob/main/examples/lightrag_oracle_demo.py). - [x] [2024.11.12]🎯📢LightRAG now supports [Oracle Database 23ai for all storage types (KV, vector, and graph)](https://github.com/HKUDS/LightRAG/blob/main/examples/lightrag_oracle_demo.py).
- [x] [2024.11.11]🎯📢LightRAG now supports [deleting entities by their names](https://github.com/HKUDS/LightRAG?tab=readme-ov-file#delete-entity). - [x] [2024.11.11]🎯📢LightRAG now supports [deleting entities by their names](https://github.com/HKUDS/LightRAG?tab=readme-ov-file#delete).
- [x] [2024.11.09]🎯📢Introducing the [LightRAG Gui](https://lightrag-gui.streamlit.app), which allows you to insert, query, visualize, and download LightRAG knowledge. - [x] [2024.11.09]🎯📢Introducing the [LightRAG Gui](https://lightrag-gui.streamlit.app), which allows you to insert, query, visualize, and download LightRAG knowledge.
- [x] [2024.11.04]🎯📢You can now [use Neo4J for Storage](https://github.com/HKUDS/LightRAG?tab=readme-ov-file#using-neo4j-for-storage). - [x] [2024.11.04]🎯📢You can now [use Neo4J for Storage](https://github.com/HKUDS/LightRAG?tab=readme-ov-file#using-neo4j-for-storage).
- [x] [2024.10.29]🎯📢LightRAG now supports multiple file types, including PDF, DOC, PPT, and CSV via `textract`. - [x] [2024.10.29]🎯📢LightRAG now supports multiple file types, including PDF, DOC, PPT, and CSV via `textract`.
@@ -412,10 +413,9 @@ custom_kg = {
rag.insert_custom_kg(custom_kg) rag.insert_custom_kg(custom_kg)
``` ```
### Delete Entity ### Delete
```python ```python
# Delete Entity: Deleting entities by their names
rag = LightRAG( rag = LightRAG(
working_dir=WORKING_DIR, working_dir=WORKING_DIR,
llm_model_func=llm_model_func, llm_model_func=llm_model_func,
@@ -426,7 +426,11 @@ rag = LightRAG(
), ),
) )
# Delete Entity: Deleting entities by their names
rag.delete_by_entity("Project Gutenberg") rag.delete_by_entity("Project Gutenberg")
# Delete Document: Deleting entities and relationships associated with the document by doc id
rag.delete_by_doc_id("doc_id")
``` ```
### Multi-file Type Support ### Multi-file Type Support

2
lightrag/__init__.py
View File

@@ -1,5 +1,5 @@
from .lightrag import LightRAG as LightRAG, QueryParam as QueryParam from .lightrag import LightRAG as LightRAG, QueryParam as QueryParam
__version__ = "1.0.8" __version__ = "1.0.9"
__author__ = "Zirui Guo" __author__ = "Zirui Guo"
__url__ = "https://github.com/HKUDS/LightRAG" __url__ = "https://github.com/HKUDS/LightRAG"