From 992ed11a0be253b649036fa30d802e93040cb9ac Mon Sep 17 00:00:00 2001
From: Li Yin <li.yin.gravity@gmail.com>
Date: Sun, 14 Jul 2024 14:48:41 -0700
Subject: [PATCH 1/2] improve the read me message

---
 README.md             |  16 +++---
 docs/poetry.lock      | 116 +++++++++++++++++++++---------------------
 docs/source/conf.py   |   6 +++
 docs/source/index.rst |   6 +--
 4 files changed, 74 insertions(+), 70 deletions(-)

diff --git a/README.md b/README.md
index 57030906..40e8c53d 100644
--- a/README.md
+++ b/README.md
@@ -1,21 +1,18 @@
 ![LightRAG Logo](https://raw.githubusercontent.com/SylphAI-Inc/LightRAG/main/docs/source/_static/images/LightRAG-logo-doc.jpeg)
-
 <!-- [![release](https://img.shields.io/github/v/release/SylphAI-Inc/LightRAG?sort=semver)](https://github.com/SylphAI-Inc/LightRAG/releases) -->
 <!-- [![Dependency Status](https://img.shields.io/librariesio/github/SylphAI-Inc/LightRAG?style=flat-square)](https://libraries.io/github/SylphAI-Inc/LightRAG) -->
-<!-- [![GitHub star chart](https://img.shields.io/github/stars/SylphAI-Inc/LightRAG?style=flat-square)](https://star-history.com/#SylphAI-Inc/LightRAG) -->
-[![License](https://img.shields.io/github/license/SylphAI-Inc/LightRAG)](https://opensource.org/license/MIT)
 [![PyPI](https://img.shields.io/pypi/v/lightRAG?style=flat-square)](https://pypi.org/project/lightRAG/)
+[![GitHub star chart](https://img.shields.io/github/stars/SylphAI-Inc/LightRAG?style=flat-square)](https://star-history.com/#SylphAI-Inc/LightRAG)
 [![PyPI - Downloads](https://img.shields.io/pypi/dm/lightRAG?style=flat-square)](https://pypistats.org/packages/lightRAG)
 [![Open Issues](https://img.shields.io/github/issues-raw/SylphAI-Inc/LightRAG?style=flat-square)](https://github.com/SylphAI-Inc/LightRAG/issues)
+[![License](https://img.shields.io/github/license/SylphAI-Inc/LightRAG)](https://opensource.org/license/MIT)
 [![](https://dcbadge.vercel.app/api/server/zt2mTPcu?compact=true&style=flat)](https://discord.gg/zt2mTPcu)
 
 
 ### ⚡ The Lightning Library for Large Language Model Applications ⚡
 
-*LightRAG* helps developers with both building and optimizing *Retriever-Agent-Generator* pipelines.
-It is *light*, *modular*, and *robust*, with a 100% readable codebase.
-
-
+*LightRAG* helps developers build and optimize *Retriever-Agent-Generator* pipelines.
+Embracing a design philosophy similar to *PyTorch*, it is *light*, *modular*, and *robust*, with a 100% readable codebase.
 
 
 # Why LightRAG?
@@ -27,7 +24,8 @@ Because of this, no library can provide out-of-the-box solutions. Users must bui
 This is what LightRAG is: light, modular, and robust, with a 100% readable codebase.
 
 
-Further reading: [Introduction](https://lightrag.sylph.ai/), [Design Philosophy](https://lightrag.sylph.ai/tutorials/lightrag_design_philosophy.html) and [Class hierarchy](https://lightrag.sylph.ai/tutorials/class_hierarchy.html).
+Further reading: [How We Started](https://www.linkedin.com/posts/li-yin-ai_both-ai-research-and-engineering-use-pytorch-activity-7189366364694892544-Uk1U?utm_source=share&utm_medium=member_desktop),
+[Introduction](https://lightrag.sylph.ai/), [Design Philosophy](https://lightrag.sylph.ai/tutorials/lightrag_design_philosophy.html) and [Class hierarchy](https://lightrag.sylph.ai/tutorials/class_hierarchy.html).
 
 
 <!--
@@ -247,7 +245,7 @@ Please refer to the [full installation guide](https://lightrag.sylph.ai/get_star
 # Documentation
 
 LightRAG full documentation available at [lightrag.sylph.ai](https://lightrag.sylph.ai/):
-
+- [How We Started](https://www.linkedin.com/posts/li-yin-ai_both-ai-research-and-engineering-use-pytorch-activity-7189366364694892544-Uk1U?utm_source=share&utm_medium=member_desktop)
 - [Introduction](https://lightrag.sylph.ai/)
 - [Full installation guide](https://lightrag.sylph.ai/get_started/installation.html)
 - [Design philosophy](https://lightrag.sylph.ai/tutorials/lightrag_design_philosophy.html)
diff --git a/docs/poetry.lock b/docs/poetry.lock
index 81ff5a95..55b491ef 100644
--- a/docs/poetry.lock
+++ b/docs/poetry.lock
@@ -172,17 +172,17 @@ css = ["tinycss2 (>=1.1.0,<1.3)"]
 
 [[package]]
 name = "boto3"
-version = "1.34.143"
+version = "1.34.144"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.34.143-py3-none-any.whl", hash = "sha256:0d16832f23e6bd3ae94e35ea8e625529850bfad9baccd426de96ad8f445d8e03"},
-    {file = "boto3-1.34.143.tar.gz", hash = "sha256:b590ce80c65149194def43ebf0ea1cf0533945502507837389a8d22e3ecbcf05"},
+    {file = "boto3-1.34.144-py3-none-any.whl", hash = "sha256:b8433d481d50b68a0162c0379c0dd4aabfc3d1ad901800beb5b87815997511c1"},
+    {file = "boto3-1.34.144.tar.gz", hash = "sha256:2f3e88b10b8fcc5f6100a9d74cd28230edc9d4fa226d99dd40a3ab38ac213673"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.143,<1.35.0"
+botocore = ">=1.34.144,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -191,13 +191,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.143"
+version = "1.34.144"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.34.143-py3-none-any.whl", hash = "sha256:094aea179e8aaa1bc957ad49cc27d93b189dd3a1f3075d8b0ca7c445a2a88430"},
-    {file = "botocore-1.34.143.tar.gz", hash = "sha256:059f032ec05733a836e04e869c5a15534420102f93116f3bc9a5b759b0651caf"},
+    {file = "botocore-1.34.144-py3-none-any.whl", hash = "sha256:a2cf26e1bf10d5917a2285e50257bc44e94a1d16574f282f3274f7a5d8d1f08b"},
+    {file = "botocore-1.34.144.tar.gz", hash = "sha256:4215db28d25309d59c99507f1f77df9089e5bebbad35f6e19c7c44ec5383a3e8"},
 ]
 
 [package.dependencies]
@@ -465,13 +465,13 @@ files = [
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.1"
+version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "exceptiongroup-1.2.1-py3-none-any.whl", hash = "sha256:5258b9ed329c5bbdd31a309f53cbfb0b155341807f6ff7606a1e801a891b29ad"},
-    {file = "exceptiongroup-1.2.1.tar.gz", hash = "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"},
+    {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
+    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
 ]
 
 [package.extras]
@@ -867,61 +867,61 @@ typing-extensions = ">=4.7,<5"
 
 [[package]]
 name = "grpcio"
-version = "1.65.0"
+version = "1.64.1"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.8"
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+    {file = "grpcio-1.64.1.tar.gz", hash = "sha256:8d51dd1c59d5fa0f34266b80a3805ec29a1f26425c2a54736133f6d87fc4968a"},
 ]
 
 [package.extras]
-protobuf = ["grpcio-tools (>=1.65.0)"]
+protobuf = ["grpcio-tools (>=1.64.1)"]
 
 [[package]]
 name = "grpcio-status"
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 5e4734f3..981e5d34 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -23,6 +23,7 @@
     "sphinx_copybutton",
     "nbsphinx",
     "sphinx_search.extension",
+    # "sphinx_sitemap",
 ]
 
 html_show_sphinx = False
@@ -58,6 +59,11 @@
 html_short_title = "LightRAG"
 html_favicon = "./_static/images/LightRAG-logo-circle.png"
 
+# html_meta = {
+#     "description": "The Lightning Library for LLM Applications",
+#     "keywords": "LLM, Large language models, nlp, agent, machine-learning framework, ai, chatbot, rag, generative-ai",
+# }
+
 autosummary_generate = False
 autosummary_imported_members = False
 add_module_names = False
diff --git a/docs/source/index.rst b/docs/source/index.rst
index 864913a7..f073db0b 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -10,12 +10,12 @@
 
    <div style="text-align: center; margin-bottom: 20px;">
       <a href="https://pypi.org/project/lightRAG/"><img src="https://img.shields.io/pypi/v/lightRAG?style=flat-square" alt="PyPI Version"></a>
+      <a href="https://star-history.com/#SylphAI-Inc/LightRAG"><img src="https://img.shields.io/github/stars/SylphAI-Inc/LightRAG?style=flat-square" alt="GitHub Stars"></a>
       <a href="https://discord.gg/ezzszrRZvT">  <img src="https://img.shields.io/discord/1065084981904429126?style=flat-square" alt="Discord"></a>
       <a href="https://opensource.org/license/MIT"><img src="https://img.shields.io/github/license/SylphAI-Inc/LightRAG" alt="License"></a>
    </div>
 
 
-.. <a href="https://star-history.com/#SylphAI-Inc/LightRAG"><img src="https://img.shields.io/github/stars/SylphAI-Inc/LightRAG?style=flat-square" alt="GitHub Stars"></a>
 
 ..  <a href="https://pypistats.org/packages/lightRAG"><img src="https://img.shields.io/pypi/dm/lightRAG?style=flat-square" alt="PyPI Downloads"></a>
 
@@ -26,8 +26,8 @@
 
     <div style="text-align: center;">
         <p>
-            <em>LightRAG</em> helps developers with both building and optimizing <em>Retriever-Agent-Generator</em> pipelines.<br>
-            It is light, modular, and robust,  with a 100% readable codebase.
+            <em>LightRAG</em> helps developers build and optimize <em>Retriever-Agent-Generator</em> pipelines.<br>
+            Embracing a design philosophy similar to PyTorch, it is light, modular, and robust, with a 100% readable codebase.
         </p>
     </div>
 

From 50beaaa655a08a3bfd6ac2f8a53e4673147643fa Mon Sep 17 00:00:00 2001
From: Li Yin <li.yin.gravity@gmail.com>
Date: Sun, 14 Jul 2024 15:06:24 -0700
Subject: [PATCH 2/2] update message

---
 README.md             | 2 +-
 docs/source/index.rst | 4 ----
 2 files changed, 1 insertion(+), 5 deletions(-)

diff --git a/README.md b/README.md
index 40e8c53d..8ae7ca74 100644
--- a/README.md
+++ b/README.md
@@ -12,7 +12,7 @@
 ### ⚡ The Lightning Library for Large Language Model Applications ⚡
 
 *LightRAG* helps developers build and optimize *Retriever-Agent-Generator* pipelines.
-Embracing a design philosophy similar to *PyTorch*, it is *light*, *modular*, and *robust*, with a 100% readable codebase.
+Embracing a design philosophy similar to *PyTorch*, LightRAG is *light*, *modular*, and *robust*, with a 100% readable codebase.
 
 
 # Why LightRAG?
diff --git a/docs/source/index.rst b/docs/source/index.rst
index f073db0b..4fe8820d 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -39,10 +39,6 @@
 
 
 
-
-
-
-
 .. and Customizability