598 - Fix pydantic validation error

CHANGELOG.md

@@ -1,17 +1,122 @@
-## [1.18.3](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.18.2...v1.18.3) (2024-09-11)
+## [1.19.0-beta.8](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.19.0-beta.7...v1.19.0-beta.8) (2024-09-12)
+
+
+### Features
+
+* refactoring of the tokenization function ([ec6b164](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/ec6b164653250fdf01fd4db1454ea7534822f9cf))
+
+## [1.19.0-beta.7](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.19.0-beta.6...v1.19.0-beta.7) (2024-09-12)
+
+
+### Bug Fixes
+
+* pyproject.toml dependencies ([b805aea](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/b805aea1deb227e213bb9a027924d49058fefcc1))
+
+## [1.19.0-beta.6](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.19.0-beta.5...v1.19.0-beta.6) (2024-09-12)
 
 
 ### Bug Fixes
 
 * models tokens ([039fe3c](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/039fe3c6d91978f70baedfef407bda912a285aed))
 
-## [1.18.2](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.18.1...v1.18.2) (2024-09-10)
 
+### Docs
+
+* Updated the graph_config in the documentation. ([57a58e1](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/57a58e162e254828d890e1a110cb5d3d4beb03df))
+
+
+### CI
+
+* **release:** 1.18.2 [skip ci] ([e1a9caa](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/e1a9caa905f2a62d5b245a0abbcf4d304bd24de3))
+* **release:** 1.18.3 [skip ci] ([4bd4659](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/4bd4659dc15ae5c7f71702ad6acab200c2a64921))
 
 ### Bug Fixes
 
+
+* models tokens ([039fe3c](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/039fe3c6d91978f70baedfef407bda912a285aed))
+
+## [1.18.2](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.18.1...v1.18.2) (2024-09-10)
+
 * models tokens ([b2be6b7](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/b2be6b739e0a6b71e16867f751012bc2d95f72c9))
 
+## [1.19.0-beta.4](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.19.0-beta.3...v1.19.0-beta.4) (2024-09-10)
+
+
+### Features
+
+* removed semchunk and used tikton ([1a7f21f](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/1a7f21fbf34dc9ef17bca683e2139a88eed70b16))
+
+## [1.19.0-beta.3](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.19.0-beta.2...v1.19.0-beta.3) (2024-09-10)
+
+
+### Bug Fixes
+
+
+* parse node ([947ebd2](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/947ebd2895408c5ebd00b9a3da1b220937553c4a))
+
+## [1.19.0-beta.2](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.19.0-beta.1...v1.19.0-beta.2) (2024-09-09)
+
+
+### Features
+
+* return urls in searchgraph ([afb6eb7](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/afb6eb7e4796ab208a050ad04ad96a83406f7fa1))
+
+
+### Bug Fixes
+
+* temporary fix for parse_node ([f2bb22d](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/f2bb22d8e9b3ac5c1560793a6ec09f9ae4f257d3))
+
+## [1.19.0-beta.1](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.18.1...v1.19.0-beta.1) (2024-09-08)
+
+
+### Features
+
+* **AbstractGraph:** add adjustable rate limit ([2859fb7](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/2859fb72d699f26b617ed2f949cdcfca1671c5c8))
+* add scrape_do_integration ([94e69a0](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/94e69a051591aeec1e7268bf0d5e0338f90e9539))
+* add togheterai ([8f615ad](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/8f615adef320dacdd214a184981384dd05df8171))
+* ConcatNode.py added for heavy merge operations ([bd4b26d](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/bd4b26d7d7c1a7953d1bc9d78b436007880028c9))
+* fetch_node improved ([167f970](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/167f97040f081867cecff542c3af8aa122499ce8))
+
+
+### Bug Fixes
+
+* **AbstractGraph:** Bedrock init issues ([63a5d18](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/63a5d18486789ce1b4a8f5ea661fc83779fceca2)), closes [#633](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/633)
+* correctly parsing output when using structured_output ([8e74ac5](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/8e74ac55a16ca012b52affbc754e4b04130e65db))
+* **ScreenshotScraper:** impose dynamic imports ([b8ef937](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/b8ef93738ec4ae48c361fe5650df5194e845a2b1))
+* **Ollama:** instance model from correct package ([398b2c5](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/398b2c556faf518ca28ccc284bc8761a16281cf7))
+* Parse Node scraping link and img urls allowing OmniScraper to work ([66a3b6d](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/66a3b6d6a3efdf1ee72b802fc9bf8175482c45bd))
+* **SmartScraper:** pass llm_model to ParseNode ([5242166](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/52421665759032bcfad80ce540efebe5f47310f6))
+* **DeepSeek:** proper model initialization ([74dfc69](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/74dfc693f6e487d20da58704284fe9f492d2b2aa))
+* Removed link_urls and img_ulrs from FetchNode output ([57337a0](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/57337a0a8c86fb28c9ccbd70d41acfc9abea11f0))
+* screenshot scraper ([388630c](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/388630c0ffa2850c3d5ea47e62b71b41795203d8))
+* screenshot_scraper ([ef7a589](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/ef7a5891dcb1b4ed8a97947f5563fa78af917ecb))
+* **ScreenShotScraper:** static import of optional dependencies ([52fe441](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/52fe441c5af9c728983a2c3cd880fe9afcb5d428))
+* update generate answernode ([c348f67](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/c348f674ad0caae4f4dc04e194fae9634e01b621))
+
+
+### chore
+
+* **examples:** create Together AI examples ([34942de](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/34942deca514df53e8aa1c7f96f812ee78b994bf))
+
+
+### CI
+
+* **release:** 1.16.0-beta.1 [skip ci] ([d7f6036](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/d7f6036f907eda8d1faa0944da4d1d168ca4c40e))
+* **release:** 1.16.0-beta.2 [skip ci] ([1c37d5d](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/1c37d5db1c637f791133df254838a0deade6d6be))
+* **release:** 1.16.0-beta.3 [skip ci] ([886c987](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/886c987172bb57fb59863e4d7b494797bba16980))
+* **release:** 1.16.0-beta.4 [skip ci] ([ba5c7ad](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/ba5c7adcea138d993005377f4cfe438795e1b124))
+* **release:** 1.17.0-beta.1 [skip ci] ([13efd4e](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/13efd4e3a4175e85e7c41f5d575a249c27ecbf1d))
+* **release:** 1.17.0-beta.10 [skip ci] ([af28885](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/af2888539e4ce83ab5f52b5c605ecc3472b14aff))
+* **release:** 1.17.0-beta.11 [skip ci] ([a73fec5](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/a73fec5a98f5e646dd8f7d08dfe2dd0dbe067a94))
+* **release:** 1.17.0-beta.2 [skip ci] ([08afc92](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/08afc9292ea8ae227b75f640db3d4dd097265482))
+* **release:** 1.17.0-beta.3 [skip ci] ([fc55418](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/fc55418a4511389d053e8c6b9a28878a3bc91fe6))
+* **release:** 1.17.0-beta.4 [skip ci] ([5e99071](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/5e990719cfc9e063fc2253fc70b3da14fae49360))
+* **release:** 1.17.0-beta.5 [skip ci] ([16ab1bf](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/16ab1bf3d920ae8e3dbac372f075e4853200a0e9))
+* **release:** 1.17.0-beta.6 [skip ci] ([50c9c6b](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/50c9c6bd8ca67d3d4d83ca3717085042e8a51bc5))
+* **release:** 1.17.0-beta.7 [skip ci] ([4347afb](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/4347afb8d4d93f600221d8f77c2701361f0f96a2)), closes [#633](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/633)
+* **release:** 1.17.0-beta.8 [skip ci] ([85c374e](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/85c374e4b38f825af20e9e3d095c3a467025fdca))
+* **release:** 1.17.0-beta.9 [skip ci] ([77d0fd3](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/77d0fd3dba8d52aff8321ab5ff1a1cc8b92b0837))
+
 ## [1.18.1](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.18.0...v1.18.1) (2024-09-08)
 
 
@@ -22,13 +127,15 @@
 ## [1.18.0](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.17.0...v1.18.0) (2024-09-08)
 
 
+
 ### Features
 
 * **browser_base_fetch:** add async_mode to support both synchronous and asynchronous execution ([d56253d](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/d56253d183969584cacc0cb164daa0152462f21c))
 
 ## [1.17.0](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.16.0...v1.17.0) (2024-09-08)
 
 
+
 ### Features
 
 * **docloaders:** Enhance browser_base_fetch function flexibility ([57fd01f](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/57fd01f9a76ea8ea69ec04b7238ab58ca72ac8f4))
@@ -38,9 +145,84 @@
 
 * **sponsor:** 🅱️ Browserbase sponsor 🅱️ ([a540139](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/a5401394cc939d9a5fc58b8a9145141c2f047bab))
 
+* **AbstractGraph:** add adjustable rate limit ([2859fb7](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/2859fb72d699f26b617ed2f949cdcfca1671c5c8))
+
+## [1.17.0-beta.7](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.17.0-beta.6...v1.17.0-beta.7) (2024-09-05)
+
+
+### Bug Fixes
+
+* **AbstractGraph:** Bedrock init issues ([63a5d18](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/63a5d18486789ce1b4a8f5ea661fc83779fceca2)), closes [#633](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/633)
+
+## [1.17.0-beta.6](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.17.0-beta.5...v1.17.0-beta.6) (2024-09-04)
+
+
+### Bug Fixes
+
+* **ScreenShotScraper:** static import of optional dependencies ([52fe441](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/52fe441c5af9c728983a2c3cd880fe9afcb5d428))
+
+## [1.17.0-beta.5](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.17.0-beta.4...v1.17.0-beta.5) (2024-09-02)
+
+
+### Bug Fixes
+
+* correctly parsing output when using structured_output ([8e74ac5](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/8e74ac55a16ca012b52affbc754e4b04130e65db))
+
+## [1.17.0-beta.4](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.17.0-beta.3...v1.17.0-beta.4) (2024-09-02)
+
+
+### Bug Fixes
+
+* Parse Node scraping link and img urls allowing OmniScraper to work ([66a3b6d](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/66a3b6d6a3efdf1ee72b802fc9bf8175482c45bd))
+* Removed link_urls and img_ulrs from FetchNode output ([57337a0](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/57337a0a8c86fb28c9ccbd70d41acfc9abea11f0))
+
+## [1.17.0-beta.3](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.17.0-beta.2...v1.17.0-beta.3) (2024-09-02)
+
+
+### Bug Fixes
+
+* **ScreenshotScraper:** impose dynamic imports ([b8ef937](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/b8ef93738ec4ae48c361fe5650df5194e845a2b1))
+* **SmartScraper:** pass llm_model to ParseNode ([5242166](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/52421665759032bcfad80ce540efebe5f47310f6))
+
+## [1.17.0-beta.2](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.17.0-beta.1...v1.17.0-beta.2) (2024-09-02)
+
+
+### Bug Fixes
+
+* **Ollama:** instance model from correct package ([398b2c5](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/398b2c556faf518ca28ccc284bc8761a16281cf7))
+* **DeepSeek:** proper model initialization ([74dfc69](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/74dfc693f6e487d20da58704284fe9f492d2b2aa))
+* screenshot scraper ([388630c](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/388630c0ffa2850c3d5ea47e62b71b41795203d8))
+
+## [1.17.0-beta.1](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.16.0...v1.17.0-beta.1) (2024-09-02)
+
+
+### Features
+
+* add togheterai ([8f615ad](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/8f615adef320dacdd214a184981384dd05df8171))
+
+
+### Bug Fixes
+
+* update generate answernode ([c348f67](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/c348f674ad0caae4f4dc04e194fae9634e01b621))
+
+
+### chore
+
+* **examples:** create Together AI examples ([34942de](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/34942deca514df53e8aa1c7f96f812ee78b994bf))
+
+
+### CI
+
+* **release:** 1.16.0-beta.1 [skip ci] ([d7f6036](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/d7f6036f907eda8d1faa0944da4d1d168ca4c40e))
+* **release:** 1.16.0-beta.2 [skip ci] ([1c37d5d](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/1c37d5db1c637f791133df254838a0deade6d6be))
+* **release:** 1.16.0-beta.3 [skip ci] ([886c987](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/886c987172bb57fb59863e4d7b494797bba16980))
+* **release:** 1.16.0-beta.4 [skip ci] ([ba5c7ad](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/ba5c7adcea138d993005377f4cfe438795e1b124))
+
+
 ## [1.16.0](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.15.2...v1.16.0) (2024-09-01)
 
 
+
 ### Features
 
 * add deepcopy error ([71b22d4](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/71b22d48804c462798109bb47ec792a5a3c70b6e))
@@ -54,10 +236,28 @@
 ## [1.15.2](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.15.1...v1.15.2) (2024-09-01)
 
 
+## [1.16.0-beta.3](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.16.0-beta.2...v1.16.0-beta.3) (2024-09-01)
+
+
 ### Bug Fixes
 
 * pyproject.toml ([360ce1c](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/360ce1c0e468c959e63555120ac7cecf55563846))
 
+
+### CI
+
+* **release:** 1.15.2 [skip ci] ([d88730c](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/d88730ccc7190d09a54e6c24db1644512b576430))
+
+## [1.15.2](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.15.1...v1.15.2) (2024-09-01)
+
+
+
+
+### Bug Fixes
+
+* pyproject.toml ([360ce1c](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/360ce1c0e468c959e63555120ac7cecf55563846))
+
+
 ## [1.15.1](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.15.0...v1.15.1) (2024-08-28)
 
 

README.md

@@ -38,9 +38,10 @@ Additional dependecies can be added while installing the library:
 
 - <b>More Language Models</b>: additional language models are installed, such as Fireworks, Groq, Anthropic, Hugging Face, and Nvidia AI Endpoints.
 
-  ```bash
-  pip install scrapegraphai[other-language-models]
-  ```
+
+This group allows you to use additional language models like Fireworks, Groq, Anthropic, Together AI, Hugging Face, and Nvidia AI Endpoints.
+```bash
+pip install scrapegraphai[other-language-models]
 
 - <b>Semantic Options</b>: this group includes tools for advanced semantic processing, such as Graphviz.
 
@@ -58,6 +59,13 @@ Additional dependecies can be added while installing the library:
 
 
 
+### Installing "More Browser Options"
+
+This group includes an ocr scraper for websites
+```bash
+pip install scrapegraphai[screenshot_scraper]
+```
+
 ## 💻 Usage
 There are multiple standard scraping pipelines that can be used to extract information from a website (or local file).
 

docs/chinese.md

@@ -133,7 +133,7 @@ from scrapegraphai.graphs import SpeechGraph
 graph_config = {
     "llm": {
         "api_key": "OPENAI_API_KEY",
-        "model": "gpt-3.5-turbo",
+        "model": "openai/gpt-3.5-turbo",
     },
     "tts_model": {
         "api_key": "OPENAI_API_KEY",

docs/japanese.md

@@ -133,7 +133,7 @@ from scrapegraphai.graphs import SpeechGraph
 graph_config = {
     "llm": {
         "api_key": "OPENAI_API_KEY",
-        "model": "gpt-3.5-turbo",
+        "model": "openai/gpt-3.5-turbo",
     },
     "tts_model": {
         "api_key": "OPENAI_API_KEY",

docs/korean.md

@@ -132,7 +132,7 @@ from scrapegraphai.graphs import SpeechGraph
 graph_config = {
     "llm": {
         "api_key": "OPENAI_API_KEY",
-        "model": "gpt-3.5-turbo",
+        "model": "openai/gpt-3.5-turbo",
     },
     "tts_model": {
         "api_key": "OPENAI_API_KEY",

docs/russian.md

@@ -138,7 +138,7 @@ from scrapegraphai.graphs import SpeechGraph
 graph_config = {
     "llm": {
         "api_key": "OPENAI_API_KEY",
-        "model": "gpt-3.5-turbo",
+        "model": "openai/gpt-3.5-turbo",
     },
     "tts_model": {
         "api_key": "OPENAI_API_KEY",

docs/source/getting_started/examples.rst

@@ -22,7 +22,7 @@ OpenAI models
    graph_config = {
       "llm": {
          "api_key": openai_key,
-         "model": "gpt-3.5-turbo",
+         "model": "openai/gpt-3.5-turbo",
       },
    }
 

examples/anthropic/custom_graph_haiku.py

@@ -40,7 +40,7 @@
 
 fetch_node = FetchNode(
     input="url | local_dir",
-    output=["doc", "link_urls", "img_urls"],
+    output=["doc"],
     node_config={
         "verbose": True,
         "headless": True,

examples/anthropic/rate_limit_haiku.py

@@ -0,0 +1,48 @@
+""" 
+Basic example of scraping pipeline using SmartScraper while setting an API rate limit.
+"""
+
+import os
+from dotenv import load_dotenv
+from scrapegraphai.graphs import SmartScraperGraph
+from scrapegraphai.utils import prettify_exec_info
+
+
+# required environment variables in .env
+# ANTHROPIC_API_KEY
+load_dotenv()
+
+# ************************************************
+# Create the SmartScraperGraph instance and run it
+# ************************************************
+
+graph_config = {
+    "llm": {
+        "api_key": os.getenv("ANTHROPIC_API_KEY"),
+        "model": "anthropic/claude-3-haiku-20240307",
+        "rate_limit": {
+            "requests_per_second": 1
+        }
+    },
+}
+
+smart_scraper_graph = SmartScraperGraph(
+    prompt="""Don't say anything else. Output JSON only. List me all the events, with the following fields: company_name, event_name, event_start_date, event_start_time, 
+    event_end_date, event_end_time, location, event_mode, event_category, 
+    third_party_redirect, no_of_days, 
+    time_in_hours, hosted_or_attending, refreshments_type, 
+    registration_available, registration_link""",
+    # also accepts a string with the already downloaded HTML code
+    source="https://www.hmhco.com/event",
+    config=graph_config
+)
+
+result = smart_scraper_graph.run()
+print(result)
+
+# ************************************************
+# Get graph execution info
+# ************************************************
+
+graph_exec_info = smart_scraper_graph.get_execution_info()
+print(prettify_exec_info(graph_exec_info))