Merge pull request #170 from VinciGit00/pre/beta

New release, many new features and bug-fix

Author: PeriniM

.gitignore

@@ -31,8 +31,4 @@ examples/graph_examples/ScrapeGraphAI_generated_graph
 examples/**/result.csv
 examples/**/result.json
 main.py
-poetry.lock
-
-# lock files
-*.lock
-poetry.lock
+ 

CHANGELOG.md

@@ -1,27 +1,104 @@
-## [0.9.0](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.8.0...v0.9.0) (2024-05-04)
+## [0.10.0-beta.2](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.10.0-beta.1...v0.10.0-beta.2) (2024-05-08)
+
+
+### Bug Fixes
+
+* **examples:** local, mixed models and fixed SearchGraph embeddings problem ([6b71ec1](https://github.com/VinciGit00/Scrapegraph-ai/commit/6b71ec1d2be953220b6767bc429f4cf6529803fd))
+* **examples:** openai std examples ([186c0d0](https://github.com/VinciGit00/Scrapegraph-ai/commit/186c0d035d1d211aff33c38c449f2263d9716a07))
+* removed .lock file for deployment ([d4c7d4e](https://github.com/VinciGit00/Scrapegraph-ai/commit/d4c7d4e7fcc2110beadcb2fc91efc657ec6a485c))
+
+
+### Docs
+
+* update README.md ([17ec992](https://github.com/VinciGit00/Scrapegraph-ai/commit/17ec992b498839e001277e7bc3f0ebea49fbd00d))
+
+## [0.10.0-beta.1](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.9.0...v0.10.0-beta.1) (2024-05-06)
 
 
 ### Features
 
-* Enable end users to pass model instances of HuggingFaceHub ([7599234](https://github.com/VinciGit00/Scrapegraph-ai/commit/7599234ab9563ca4ee9b7f5b2d0267daac621ecf))
+* add claude documentation ([5bdee55](https://github.com/VinciGit00/Scrapegraph-ai/commit/5bdee558760521bab818efc6725739e2a0f55d20))
+* add gemini embeddings ([79daa4c](https://github.com/VinciGit00/Scrapegraph-ai/commit/79daa4c112e076e9c5f7cd70bbbc6f5e4930832c))
+* add llava integration ([019b722](https://github.com/VinciGit00/Scrapegraph-ai/commit/019b7223dc969c87c3c36b6a42a19b4423b5d2af))
+* add new hugging_face models ([d5547a4](https://github.com/VinciGit00/Scrapegraph-ai/commit/d5547a450ccd8908f1cf73707142b3481fbc6baa))
+* Fix bug for gemini case when embeddings config not passed ([726de28](https://github.com/VinciGit00/Scrapegraph-ai/commit/726de288982700dab8ab9f22af8e26f01c6198a7))
+* fixed custom_graphs example and robots_node ([84fcb44](https://github.com/VinciGit00/Scrapegraph-ai/commit/84fcb44aaa36e84f775884138d04f4a60bb389be))
+* multiple graph instances ([dbb614a](https://github.com/VinciGit00/Scrapegraph-ai/commit/dbb614a8dd88d7667fe3daaf0263f5d6e9be1683))
+* **node:** multiple url search in SearchGraph + fixes ([930adb3](https://github.com/VinciGit00/Scrapegraph-ai/commit/930adb38f2154ba225342466bfd1846c47df72a0))
+* refactoring search function ([aeb1acb](https://github.com/VinciGit00/Scrapegraph-ai/commit/aeb1acbf05e63316c91672c99d88f8a6f338147f))
 
 
 ### Bug Fixes
 
-* trailing whitespace ([2878695](https://github.com/VinciGit00/Scrapegraph-ai/commit/2878695d5f35cc9d81f24e4844fdc1988d10cb26))
+* bug on .toml ([f7d66f5](https://github.com/VinciGit00/Scrapegraph-ai/commit/f7d66f51818dbdfddd0fa326f26265a3ab686b20))
+* **llm:** fixed gemini api_key ([fd01b73](https://github.com/VinciGit00/Scrapegraph-ai/commit/fd01b73b71b515206cfdf51c1d52136293494389))
 
 
-### Build
+### CI
 
-* **deps:** bump tqdm from 4.66.1 to 4.66.3 ([0a17c74](https://github.com/VinciGit00/Scrapegraph-ai/commit/0a17c74e50d0457aec289e81183e9c779c735842))
-* **deps:** bump tqdm from 4.66.1 to 4.66.3 ([aff6f98](https://github.com/VinciGit00/Scrapegraph-ai/commit/aff6f983b02a37ced21826847a6ace5fb15ecf3d))
+* **release:** 0.9.0-beta.2 [skip ci] ([5aa600c](https://github.com/VinciGit00/Scrapegraph-ai/commit/5aa600cb0a85d320ad8dc786af26ffa46dd4d097))
+* **release:** 0.9.0-beta.3 [skip ci] ([da8c72c](https://github.com/VinciGit00/Scrapegraph-ai/commit/da8c72ce138bcfe2627924d25a67afcd22cfafd5))
+* **release:** 0.9.0-beta.4 [skip ci] ([8c5397f](https://github.com/VinciGit00/Scrapegraph-ai/commit/8c5397f67a9f05e0c00f631dd297b5527263a888))
+* **release:** 0.9.0-beta.5 [skip ci] ([532adb6](https://github.com/VinciGit00/Scrapegraph-ai/commit/532adb639d58640bc89e8b162903b2ed97be9853))
+* **release:** 0.9.0-beta.6 [skip ci] ([8c0b46e](https://github.com/VinciGit00/Scrapegraph-ai/commit/8c0b46eb40b446b270c665c11b2c6508f4d5f4be))
+* **release:** 0.9.0-beta.7 [skip ci] ([6911e21](https://github.com/VinciGit00/Scrapegraph-ai/commit/6911e21584767460c59c5a563c3fd010857cbb67))
+* **release:** 0.9.0-beta.8 [skip ci] ([739aaa3](https://github.com/VinciGit00/Scrapegraph-ai/commit/739aaa33c39c12e7ab7df8a0656cad140b35c9db))
 
+## [0.9.0-beta.8](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.9.0-beta.7...v0.9.0-beta.8) (2024-05-06)
 
-### CI
 
-* **release:** 0.8.0-beta.1 [skip ci] ([d277b34](https://github.com/VinciGit00/Scrapegraph-ai/commit/d277b349a98848749a7e38ea3c511271bced3b71))
-* **release:** 0.8.0-beta.2 [skip ci] ([892500a](https://github.com/VinciGit00/Scrapegraph-ai/commit/892500afe93c4d96dcffe897b382977a22079b83))
-* **release:** 0.9.0-beta.1 [skip ci] ([14615a7](https://github.com/VinciGit00/Scrapegraph-ai/commit/14615a73c71bb5250772a75c415c57cb153660f8))
+### Features
+
+* add llava integration ([019b722](https://github.com/VinciGit00/Scrapegraph-ai/commit/019b7223dc969c87c3c36b6a42a19b4423b5d2af))
+
+## [0.9.0-beta.7](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.9.0-beta.6...v0.9.0-beta.7) (2024-05-06)
+
+
+### Bug Fixes
+
+* **llm:** fixed gemini api_key ([fd01b73](https://github.com/VinciGit00/Scrapegraph-ai/commit/fd01b73b71b515206cfdf51c1d52136293494389))
+
+## [0.9.0-beta.6](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.9.0-beta.5...v0.9.0-beta.6) (2024-05-06)
+
+
+### Features
+
+* Fix bug for gemini case when embeddings config not passed ([726de28](https://github.com/VinciGit00/Scrapegraph-ai/commit/726de288982700dab8ab9f22af8e26f01c6198a7))
+
+## [0.9.0-beta.5](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.9.0-beta.4...v0.9.0-beta.5) (2024-05-06)
+
+
+### Features
+
+* fixed custom_graphs example and robots_node ([84fcb44](https://github.com/VinciGit00/Scrapegraph-ai/commit/84fcb44aaa36e84f775884138d04f4a60bb389be))
+* multiple graph instances ([dbb614a](https://github.com/VinciGit00/Scrapegraph-ai/commit/dbb614a8dd88d7667fe3daaf0263f5d6e9be1683))
+* **node:** multiple url search in SearchGraph + fixes ([930adb3](https://github.com/VinciGit00/Scrapegraph-ai/commit/930adb38f2154ba225342466bfd1846c47df72a0))
+
+## [0.9.0-beta.4](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.9.0-beta.3...v0.9.0-beta.4) (2024-05-05)
+
+
+### Features
+
+* add gemini embeddings ([79daa4c](https://github.com/VinciGit00/Scrapegraph-ai/commit/79daa4c112e076e9c5f7cd70bbbc6f5e4930832c))
+
+## [0.9.0-beta.3](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.9.0-beta.2...v0.9.0-beta.3) (2024-05-05)
+
+
+### Features
+
+* add claude documentation ([5bdee55](https://github.com/VinciGit00/Scrapegraph-ai/commit/5bdee558760521bab818efc6725739e2a0f55d20))
+
+## [0.9.0-beta.2](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.9.0-beta.1...v0.9.0-beta.2) (2024-05-05)
+
+
+### Features
+
+* refactoring search function ([aeb1acb](https://github.com/VinciGit00/Scrapegraph-ai/commit/aeb1acbf05e63316c91672c99d88f8a6f338147f))
+
+
+### Bug Fixes
+
+* bug on .toml ([f7d66f5](https://github.com/VinciGit00/Scrapegraph-ai/commit/f7d66f51818dbdfddd0fa326f26265a3ab686b20))
 
 ## [0.9.0-beta.1](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.8.0...v0.9.0-beta.1) (2024-05-04)
 

SECURITY.md

@@ -3,3 +3,4 @@
 ## Reporting a Vulnerability
 
 For reporting a vulnerability contact directly [email protected]
+

examples/anthropic/smart_scraper_haiku.py

@@ -0,0 +1,59 @@
+""" 
+Basic example of scraping pipeline using SmartScraper using Azure OpenAI Key
+"""
+
+import os
+from dotenv import load_dotenv
+from scrapegraphai.graphs import SmartScraperGraph
+from scrapegraphai.utils import prettify_exec_info
+from langchain_community.llms import HuggingFaceEndpoint
+from langchain_community.embeddings import HuggingFaceInferenceAPIEmbeddings
+
+
+# required environment variables in .env
+# HUGGINGFACEHUB_API_TOKEN
+# ANTHROPIC_API_KEY
+load_dotenv()
+
+HUGGINGFACEHUB_API_TOKEN = os.getenv('HUGGINGFACEHUB_API_TOKEN')
+# ************************************************
+# Initialize the model instances
+# ************************************************
+
+
+embedder_model_instance = HuggingFaceInferenceAPIEmbeddings(
+    api_key=HUGGINGFACEHUB_API_TOKEN, model_name="sentence-transformers/all-MiniLM-l6-v2"
+)
+
+# ************************************************
+# Create the SmartScraperGraph instance and run it
+# ************************************************
+
+graph_config = {
+    "llm": {
+        "api_key": os.getenv("ANTHROPIC_API_KEY"),
+        "model": "claude-3-haiku-20240307",
+        "max_tokens": 4000},
+    "embeddings": {"model_instance": embedder_model_instance}
+}
+
+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))

examples/local_models/Docker/json_scraper_docker.py renamed to examples/azure/search_graph_azure.py

@@ -1,17 +1,15 @@
 """
-Basic example of scraping pipeline using JSONScraperGraph from JSON documents
+Example of Search Graph
 """
 
 import os
 from dotenv import load_dotenv
-from scrapegraphai.graphs import JSONScraperGraph
+from langchain_openai import AzureChatOpenAI
+from langchain_openai import AzureOpenAIEmbeddings
+from scrapegraphai.graphs import SearchGraph
 from scrapegraphai.utils import convert_to_csv, convert_to_json, prettify_exec_info
 load_dotenv()
 
-# ************************************************
-# Read the JSON file
-# ************************************************
-
 FILE_NAME = "inputs/example.json"
 curr_dir = os.path.dirname(os.path.realpath(__file__))
 file_path = os.path.join(curr_dir, FILE_NAME)
@@ -20,42 +18,47 @@
     text = file.read()
 
 # ************************************************
-# Define the configuration for the graph
+# Initialize the model instances
+# ************************************************
+
+llm_model_instance = AzureChatOpenAI(
+    openai_api_version=os.environ["AZURE_OPENAI_API_VERSION"],
+    azure_deployment=os.environ["AZURE_OPENAI_CHAT_DEPLOYMENT_NAME"]
+)
+
+embedder_model_instance = AzureOpenAIEmbeddings(
+    azure_deployment=os.environ["AZURE_OPENAI_EMBEDDINGS_DEPLOYMENT_NAME"],
+    openai_api_version=os.environ["AZURE_OPENAI_API_VERSION"],
+)
+
+# ************************************************
+# Create the JSONScraperGraph instance and run it
 # ************************************************
 
 graph_config = {
-    "llm": {
-        "model": "ollama/mistral",
-        "temperature": 0,
-        "format": "json",  # Ollama needs the format to be specified explicitly
-        # "model_tokens": 2000, # set context length arbitrarily
-    },
-    "embeddings": {
-        "model": "ollama/nomic-embed-text",
-        "temperature": 0,
-    }
+    "llm": {"model_instance": llm_model_instance},
+    "embeddings": {"model_instance": embedder_model_instance}
 }
 
 # ************************************************
-# Create the JSONScraperGraph instance and run it
+# Create the SearchGraph instance and run it
 # ************************************************
 
-json_scraper_graph = JSONScraperGraph(
-    prompt="List me all the authors, title and genres of the books",
-    source=text,  # Pass the content of the file, not the file object
+search_graph = SearchGraph(
+    prompt="List me the best escursions near Trento",
     config=graph_config
 )
 
-result = json_scraper_graph.run()
+result = search_graph.run()
 print(result)
 
 # ************************************************
 # Get graph execution info
 # ************************************************
 
-graph_exec_info = json_scraper_graph.get_execution_info()
+graph_exec_info = search_graph.get_execution_info()
 print(prettify_exec_info(graph_exec_info))
 
-# Save to json or csv
+# Save to json and csv
 convert_to_csv(result, "result")
 convert_to_json(result, "result")

examples/gemini/search_graph_gemini.py

@@ -21,6 +21,8 @@
         "temperature": 0,
         "streaming": True
     },
+    "max_results": 5,
+    "verbose": True,
 }
 
 # ************************************************