ad bedrocl

Author: VinciGit00

examples/bedrock/smart_scraper_bedrock.py

@@ -0,0 +1,42 @@
+"""
+Smartscraper example on bedrock
+"""
+import boto3
+
+from scrapegraphai.graphs import SmartScraperGraph
+
+# 0a. Initialize session
+# If not required delete it
+session = boto3.Session(
+    aws_access_key_id="...",
+    aws_secret_access_key="...",
+    aws_session_token="...",
+    region_name="us-east-1"
+)
+
+# 0b. Initialize client
+client = session.client("bedrock-runtime")
+
+# 1. Define graph configuration
+config = {
+    "llm": {
+        "client": client,
+        "model": "bedrock/anthropic.claude-3-sonnet-20240229-v1:0",
+        "temperature": 0.0,
+        "format": "json"
+    },
+    "embeddings": {
+        "client": client,
+        "model": "bedrock/cohere.embed-multilingual-v3",
+    },
+}
+
+# 2. Create graph instance
+graph = SmartScraperGraph(
+    prompt="List me all the articles",
+    source="https://perinim.github.io/projects",
+    config=config
+)
+
+# 3. Scrape away!
+print(graph.run())

examples/local_models/Ollama/smart_scraper_ollama.py

@@ -9,7 +9,7 @@
 
 graph_config = {
     "llm": {
-        "model": "ollama/llama3",
+        "model": "ollama/mistral",
         "temperature": 0,
         "format": "json",  # Ollama needs the format to be specified explicitly
         # "base_url": "http://localhost:11434", # set ollama URL arbitrarily
@@ -27,9 +27,9 @@
 # ************************************************
 
 smart_scraper_graph = SmartScraperGraph(
-    prompt="List me all the projects with their description.",
+    prompt="List me all the titles",
     # also accepts a string with the already downloaded HTML code
-    source="https://perinim.github.io/projects",
+    source="https://www.wired.com/",
     config=graph_config
 )