Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
fix: script generator and add new benchmarks
- Loading branch information
1 parent
7e81f7c
commit e3d0194
Showing
7 changed files
with
149 additions
and
33 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,61 @@ | ||
| """ | ||
| Basic example of scraping pipeline using SmartScraper from text | ||
| """ | ||
| import os | ||
| from dotenv import load_dotenv | ||
| from scrapegraphai.graphs import ScriptCreatorGraph | ||
| from scrapegraphai.utils import prettify_exec_info | ||
|
|
||
| load_dotenv() | ||
|
|
||
| # ************************************************ | ||
| # Read the text file | ||
| # ************************************************ | ||
| files = ["inputs/example_1.txt", "inputs/example_2.txt"] | ||
| tasks = ["List me all the projects with their description.", | ||
| "List me all the articles with their description."] | ||
|
|
||
| # ************************************************ | ||
| # Define the configuration for the graph | ||
| # ************************************************ | ||
|
|
||
| groq_key = os.getenv("GROQ_APIKEY") | ||
|
|
||
| graph_config = { | ||
| "llm": { | ||
| "model": "groq/gemma-7b-it", | ||
| "api_key": groq_key, | ||
| "temperature": 0 | ||
| }, | ||
| "embeddings": { | ||
| "model": "ollama/nomic-embed-text", | ||
| "temperature": 0, | ||
| "base_url": "http://localhost:11434", # set ollama URL arbitrarily | ||
| }, | ||
| "headless": False, | ||
| "library": "beautifoulsoup" | ||
| } | ||
|
|
||
|
|
||
| # ************************************************ | ||
| # Create the SmartScraperGraph instance and run it | ||
| # ************************************************ | ||
|
|
||
| for i in range(0, 2): | ||
| with open(files[i], 'r', encoding="utf-8") as file: | ||
| text = file.read() | ||
|
|
||
| smart_scraper_graph = ScriptCreatorGraph( | ||
| prompt=tasks[i], | ||
| source=text, | ||
| 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)) |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,57 @@ | ||
| """ | ||
| Basic example of scraping pipeline using SmartScraper from text | ||
| """ | ||
| import os | ||
| from dotenv import load_dotenv | ||
| from scrapegraphai.graphs import SmartScraperGraph | ||
| from scrapegraphai.utils import prettify_exec_info | ||
|
|
||
| load_dotenv() | ||
|
|
||
| files = ["inputs/example_1.txt", "inputs/example_2.txt"] | ||
| tasks = ["List me all the projects with their description.", | ||
| "List me all the articles with their description."] | ||
|
|
||
|
|
||
| # ************************************************ | ||
| # Define the configuration for the graph | ||
| # ************************************************ | ||
|
|
||
| groq_key = os.getenv("GROQ_APIKEY") | ||
|
|
||
| graph_config = { | ||
| "llm": { | ||
| "model": "groq/gemma-7b-it", | ||
| "api_key": groq_key, | ||
| "temperature": 0 | ||
| }, | ||
| "embeddings": { | ||
| "model": "ollama/nomic-embed-text", | ||
| "temperature": 0, | ||
| "base_url": "http://localhost:11434", # set ollama URL arbitrarily | ||
| }, | ||
| "headless": False | ||
| } | ||
|
|
||
| # ************************************************ | ||
| # Create the SmartScraperGraph instance and run it | ||
| # ************************************************ | ||
|
|
||
| for i in range(0, 2): | ||
| with open(files[i], 'r', encoding="utf-8") as file: | ||
| text = file.read() | ||
|
|
||
| smart_scraper_graph = SmartScraperGraph( | ||
| prompt=tasks[i], | ||
| source=text, | ||
| 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)) |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters