diff --git a/README.md b/README.md
index 25b0860134..ac9fd2fa12 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 <p align="center">
-  <img align="center" src="docs/images/DSPy8.png" width="460px" />
+  <img align="center" src="docs/docs/static/img/dspy_logo.png" width="460px" />
 </p>
 <p align="left">
 
diff --git a/examples/agents/multi_agent.ipynb b/examples/agents/multi_agent.ipynb
index ec63a9c211..6ca9540551 100644
--- a/examples/agents/multi_agent.ipynb
+++ b/examples/agents/multi_agent.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<img src=\"../../docs/images/DSPy8.png\" alt=\"DSPy7 Image\" height=\"120\"/>\n",
+    "<img src=\"../../docs/docs/static/img/dspy_logo.png\" alt=\"DSPy7 Image\" height=\"120\"/>\n",
     "\n",
     "### Multi-Agent DSPy Programs: Bootstrapping & Aggregating Multiple `ReAct` Agents\n",
     "\n",
diff --git a/examples/longformqa/longformqa_assertions.ipynb b/examples/longformqa/longformqa_assertions.ipynb
index 4743dbecc3..3d649569d3 100644
--- a/examples/longformqa/longformqa_assertions.ipynb
+++ b/examples/longformqa/longformqa_assertions.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<img src=\"../../docs/images/DSPy8.png\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
+    "<img src=\"../../docs/docs/static/img/dspy_logo.png\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
     "\n",
     "\n",
     "## **DSPy Assertions**: Asserting Computational Constraints on Foundation \n",
diff --git a/examples/math/gsm8k/gsm8k_assertions.ipynb b/examples/math/gsm8k/gsm8k_assertions.ipynb
index de04129df9..bd92ad7682 100644
--- a/examples/math/gsm8k/gsm8k_assertions.ipynb
+++ b/examples/math/gsm8k/gsm8k_assertions.ipynb
@@ -6,7 +6,7 @@
     "id": "zdbPo0MbQ4R7"
    },
    "source": [
-    "<img src=\"https://github.com/stanfordnlp/dspy/blob/main/docs/images/DSPy8.png?raw=1\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
+    "<img src=\"../../../docs/docs/static/img/dspy_logo.png\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
     "\n",
     "### **SolveGSM8k**: Solving grade school math problems using DSPy\n",
     "\n",
diff --git a/examples/migration.ipynb b/examples/migration.ipynb
index 2ef17a199f..f79948b31f 100644
--- a/examples/migration.ipynb
+++ b/examples/migration.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<img src=\"../docs/images/DSPy8.png\" alt=\"DSPy7 Image\" height=\"120\"/>\n",
+    "<img src=\"../docs/docs/static/img/dspy_logo.png\" alt=\"DSPy7 Image\" height=\"120\"/>\n",
     "\n",
     "### Migrating from DSPy 2.4 to 2.5\n",
     "\n",
@@ -460,7 +460,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.14"
+   "version": "3.10.12"
   }
  },
  "nbformat": 4,
diff --git a/examples/multi-input-output/beginner-multi-input-output.ipynb b/examples/multi-input-output/beginner-multi-input-output.ipynb
index dbd18845cb..502ffaf6df 100644
--- a/examples/multi-input-output/beginner-multi-input-output.ipynb
+++ b/examples/multi-input-output/beginner-multi-input-output.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<img src=\"../../docs/images/DSPy8.png\" alt=\"DSPy7 Image\" height=\"150\"/>"
+    "<img src=\"../../docs/docs/static/img/dspy_logo.png\" alt=\"DSPy7 Image\" height=\"150\"/>"
    ]
   },
   {
diff --git a/examples/nli/scone/scone_with_MIPRO.ipynb b/examples/nli/scone/scone_with_MIPRO.ipynb
index 9778b28811..55780ed1a4 100644
--- a/examples/nli/scone/scone_with_MIPRO.ipynb
+++ b/examples/nli/scone/scone_with_MIPRO.ipynb
@@ -6,7 +6,7 @@
     "id": "li3F9kMOqZHz"
    },
    "source": [
-    "<img src=\"../../../docs/images/DSPy8.png\" alt=\"DSPy7 Image\" height=\"150\"/>"
+    "<img src=\"../../../docs/docs/static/img/dspy_logo.png\" alt=\"DSPy7 Image\" height=\"150\"/>"
    ]
   },
   {
diff --git a/examples/qa/hotpot/hotpotqa_with_MIPRO.ipynb b/examples/qa/hotpot/hotpotqa_with_MIPRO.ipynb
index de46339d7c..6f06a94d5c 100644
--- a/examples/qa/hotpot/hotpotqa_with_MIPRO.ipynb
+++ b/examples/qa/hotpot/hotpotqa_with_MIPRO.ipynb
@@ -6,7 +6,7 @@
     "id": "li3F9kMOqZHz"
    },
    "source": [
-    "<img src=\"../../../docs/images/DSPy8.png\" alt=\"DSPy7 Image\" height=\"150\"/>"
+    "<img src=\"../../../docs/docs/static/img/dspy_logo.png\" alt=\"DSPy7 Image\" height=\"150\"/>"
    ]
   },
   {
diff --git a/examples/quiz/quiz_assertions.ipynb b/examples/quiz/quiz_assertions.ipynb
index b3c4042539..fd83ab3bf6 100644
--- a/examples/quiz/quiz_assertions.ipynb
+++ b/examples/quiz/quiz_assertions.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<img src=\"../../docs/images/DSPy8.png\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
+    "<img src=\"../../docs/docs/static/img/dspy_logo.png\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
     "\n",
     "## **DSPy Assertions**: Asserting Computational Constraints on Foundation Models\n",
     "\n",
diff --git a/examples/skycamp2023.ipynb b/examples/skycamp2023.ipynb
index 2fe79aace8..5ee0837e82 100644
--- a/examples/skycamp2023.ipynb
+++ b/examples/skycamp2023.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<img src=\"docs/images/DSPy8.png\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
+    "<img src=\"../docs/docs/static/img/dspy_logo.png\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
     "\n",
     "# DSPy: Tutorial @ SkyCamp"
    ]
diff --git a/examples/skycamp2023_completed.ipynb b/examples/skycamp2023_completed.ipynb
index 1dd486541e..e8bf60cdc4 100644
--- a/examples/skycamp2023_completed.ipynb
+++ b/examples/skycamp2023_completed.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<img src=\"docs/images/DSPy8.png\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
+    "<img src=\"../docs/docs/static/img/dspy_logo.png\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
     "\n",
     "# DSPy: Tutorial @ SkyCamp"
    ]
diff --git a/examples/tweets/compiling_langchain.ipynb b/examples/tweets/compiling_langchain.ipynb
index 63a8d55258..586e7655df 100644
--- a/examples/tweets/compiling_langchain.ipynb
+++ b/examples/tweets/compiling_langchain.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<img src=\"../../docs/images/DSPy8.png\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
+    "<img src=\"../../docs/docs/static/img/dspy_logo.png\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
     "\n",
     "## DSPy: Compiling chains from `LangChain`"
    ]
diff --git a/examples/tweets/tweets_assertions.ipynb b/examples/tweets/tweets_assertions.ipynb
index 275f95b518..2d96cff3c1 100644
--- a/examples/tweets/tweets_assertions.ipynb
+++ b/examples/tweets/tweets_assertions.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<img src=\"../../docs/images/DSPy8.png\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
+    "<img src=\"../../docs/docs/static/img/dspy_logo.png\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
     "\n",
     "## **DSPy Assertions**: Asserting Computational Constraints on Foundation Models\n",
     "\n",
diff --git a/intro.ipynb b/intro.ipynb
index 0a5ff00875..abe410f386 100644
--- a/intro.ipynb
+++ b/intro.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<img src=\"docs/images/DSPy8.png\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
+    "<img src=\"docs/docs/static/img/dspy_logo.png\" alt=\"DSPy7 Image\" height=\"150\"/>\n",
     "\n",
     "## **DSPy**: Programming with Foundation Models\n",
     "\n",