some notebook updates

examples/demo_advanced.ipynb

@@ -19,12 +19,12 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install llama-index\n",
-    "!pip install llama-index-core\n",
-    "!pip install llama-index-embeddings-openai\n",
-    "!pip install llama-index-postprocessor-flag-embedding-reranker\n",
-    "!pip install git+https://github.com/FlagOpen/FlagEmbedding.git\n",
-    "!pip install llama-parse"
+    "%pip install llama-index\n",
+    "%pip install llama-index-core\n",
+    "%pip install llama-index-embeddings-openai\n",
+    "%pip install llama-index-postprocessor-flag-embedding-reranker\n",
+    "%pip install git+https://github.com/FlagOpen/FlagEmbedding.git\n",
+    "%pip install llama-parse"
    ]
   },
   {

examples/demo_advanced_astradb.ipynb

@@ -17,13 +17,13 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install llama-index\n",
-    "!pip install llama-index-core==0.10.6.post1\n",
-    "!pip install llama-index-embeddings-openai\n",
-    "!pip install llama-index-postprocessor-flag-embedding-reranker\n",
-    "!pip install git+https://github.com/FlagOpen/FlagEmbedding.git\n",
-    "!pip install llama-parse\n",
-    "!pip install llama-index-vector-stores-astra-db"
+    "%pip install llama-index\n",
+    "%pip install llama-index-core==0.10.6.post1\n",
+    "%pip install llama-index-embeddings-openai\n",
+    "%pip install llama-index-postprocessor-flag-embedding-reranker\n",
+    "%pip install git+https://github.com/FlagOpen/FlagEmbedding.git\n",
+    "%pip install llama-parse\n",
+    "%pip install llama-index-vector-stores-astra-db"
    ]
   },
   {

examples/demo_astradb.ipynb

@@ -28,7 +28,7 @@
    "outputs": [],
    "source": [
     "# First, install the required dependencies\n",
-    "!pip install --quiet llama-index llama-parse llama-index-vector-stores-astra-db llama-index-llms-openai"
+    "%pip install --quiet llama-index llama-parse llama-index-vector-stores-astra-db llama-index-llms-openai"
    ]
   },
   {

examples/demo_basic.ipynb

@@ -13,7 +13,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install llama-index llama-parse"
+    "%pip install llama-index llama-parse"
    ]
   },
   {

examples/demo_insurance.ipynb

@@ -24,7 +24,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install llama-index llama-parse"
+    "%pip install llama-index llama-parse"
    ]
   },
   {

examples/demo_json.ipynb

@@ -206,7 +206,7 @@
     "    for image_dict in image_dicts:\n",
     "        image_doc = ImageDocument(image_path=image_dict[\"path\"])\n",
     "        response = anthropic_mm_llm.complete(\n",
-    "            prompt=\"Describe the images as an alternative text\",\n",
+    "            prompt=\"Describe the images as alt text\",\n",
     "            image_documents=[image_doc],\n",
     "        )\n",
     "        text_node = TextNode(text=str(response), metadata={\"path\": image_dict[\"path\"]})\n",

examples/demo_json_parsing.ipynb

@@ -33,11 +33,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install llama-index\n",
-    "!pip install llama-index-core\n",
-    "!pip install llama-index-llms-anthropic llama-index-multi-modal-llms-anthropic\n",
-    "!pip install llama-index-embeddings-huggingface\n",
-    "!pip install llama-parse"
+    "%pip install llama-index\n",
+    "%pip install llama-index-core\n",
+    "%pip install llama-index-llms-anthropic llama-index-multi-modal-llms-anthropic\n",
+    "%pip install llama-index-embeddings-huggingface\n",
+    "%pip install llama-parse"
    ]
   },
   {

examples/demo_languages.ipynb

@@ -21,7 +21,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install llama-index llama-parse"
+    "%pip install llama-index llama-parse"
    ]
   },
   {

examples/demo_mongodb.ipynb

@@ -29,7 +29,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install llama-index llama-parse pip install llama-index-vector-stores-mongodb llama-index-llms-openai"
+    "%pip install llama-index llama-parse\n",
+    "%pip install llama-index-vector-stores-mongodb llama-index-llms-openai"
    ]
   },
   {

examples/demo_parsing_instructions.ipynb

@@ -114,7 +114,7 @@
     }
    ],
    "source": [
-    "!pip install llama-parse"
+    "%pip install llama-parse"
    ]
   },
   {
@@ -294,7 +294,7 @@
     "### Using parsing instructions\n",
     "Let's try to parse the manga with custom instructions:\n",
     "\n",
-    "\"The provided document is a manga comic book. Most pages do NOT have title. It does not contain tables. Try to reconstruct the dialogue happening in a cohesive way.\"\n",
+    "\"The provided document is a manga comic book. Most pages do NOT have a title. It does not contain tables. Try to reconstruct the dialogue spoken in a cohesive way.\"\n",
     "\n",
     "To do so just pass the parsing instruction as a parameter to LlamaParse:"
    ]
@@ -314,9 +314,9 @@
     }
    ],
    "source": [
-    "parsingInstructionManga = \"\"\"The provided document is a manga comic book, most page do NOT have title.\n",
-    "It does not contain table.\n",
-    "Try to reconstruct the dialog happening in a cohesive way.\"\"\"\n",
+    "parsingInstructionManga = \"\"\"The provided document is a manga comic book. Most pages do NOT have a title.\n",
+    "It does not contain tables.\n",
+    "Try to reconstruct the dialogue spoken in a cohesive way.\"\"\"\n",
     "withInstructionParsing = LlamaParse(\n",
     "    result_type=\"markdown\", parsing_instruction=parsingInstructionManga\n",
     ").load_data(\"./manga.pdf\")"
@@ -404,9 +404,9 @@
     }
    ],
    "source": [
-    "parsingInstructionMangaLatex = \"\"\"The provided document is a manga comic book, most page do NOT have title.\n",
-    "It does not contain table. Do not output table.\n",
-    "Try to reconstruct the dialog happening in a cohesive way.\n",
+    "parsingInstructionMangaLatex = \"\"\"The provided document is a manga comic book. Most pages do NOT have a title.\n",
+    "It does not contain tables.\n",
+    "Try to reconstruct the dialogue spoken in a cohesive way.\n",
     "Output any math equation in LATEX markdown (between $$)\"\"\"\n",
     "withLatex = LlamaParse(\n",
     "    result_type=\"markdown\", parsing_instruction=parsingInstructionMangaLatex\n",

examples/demo_table_comparisons.ipynb

@@ -28,13 +28,13 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install llama-index\n",
-    "!pip install llama-index-core\n",
-    "!pip install llama-index-embeddings-openai\n",
-    "!pip install llama-index-question-gen-openai\n",
-    "!pip install llama-index-postprocessor-flag-embedding-reranker\n",
-    "!pip install git+https://github.com/FlagOpen/FlagEmbedding.git\n",
-    "!pip install llama-parse"
+    "%pip install llama-index\n",
+    "%pip install llama-index-core\n",
+    "%pip install llama-index-embeddings-openai\n",
+    "%pip install llama-index-question-gen-openai\n",
+    "%pip install llama-index-postprocessor-flag-embedding-reranker\n",
+    "%pip install git+https://github.com/FlagOpen/FlagEmbedding.git\n",
+    "%pip install llama-parse"
    ]
   },
   {

examples/other_files/demo_ppt_financial.ipynb

@@ -26,9 +26,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install llama-index\n",
-    "!pip install llama-parse\n",
-    "!pip install torch transformers python-pptx Pillow"
+    "%pip install llama-index\n",
+    "%pip install llama-parse\n",
+    "%pip install torch transformers python-pptx Pillow"
    ]
   },
   {