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feat: integrate LLM functions to generate insights for scraped website content

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ajaysi (aider)
2024-09-17 12:05:53 +05:30
parent 17eaa26ec8
commit bbee9e472f
1 changed files with 16 additions and 0 deletions
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16
lib/ai_marketing_tools/ai_backlinking.py
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@@ -129,6 +129,7 @@
#This solution will significantly streamline the backlinking process by automating the most tedious tasks, from finding sites to personalizing outreach, enabling marketers to focus on content creation and high-level strategies. #This solution will significantly streamline the backlinking process by automating the most tedious tasks, from finding sites to personalizing outreach, enabling marketers to focus on content creation and high-level strategies.
from lib.ai_web_researcher.firecrawl_web_crawler import scrape_website from lib.ai_web_researcher.firecrawl_web_crawler import scrape_website
from lib.gpt_providers.text_generation.main_text_generation import llm_text_gen
from lib.ai_web_researcher.firecrawl_web_crawler import scrape_url from lib.ai_web_researcher.firecrawl_web_crawler import scrape_url
@@ -182,6 +183,20 @@ def find_backlink_opportunities(keyword):
website_data = scrape_website(url) website_data = scrape_website(url)
if website_data: if website_data:
contact_info = extract_contact_info(url) contact_info = extract_contact_info(url)
# Construct a prompt for the LLM
prompt = f"""
Analyze the following website content and provide insights:
Content: {website_data.get("content_summary", "")}
Please provide:
1. A brief summary of what the website is about.
2. Guidelines to follow for guest posting.
3. Suggested topics to write on.
4. Any other insights to help make a highly personalized reach out and decision making.
"""
insights = llm_text_gen(prompt)
detailed_result = { detailed_result = {
"url": url, "url": url,
"metadata": { "metadata": {
@@ -192,6 +207,7 @@ def find_backlink_opportunities(keyword):
}, },
"content_summary": website_data.get("content_summary", ""), "content_summary": website_data.get("content_summary", ""),
"contact_info": contact_info, "contact_info": contact_info,
"insights": insights,
"backlink_opportunity": { "backlink_opportunity": {
"query": query, "query": query,
"context": "Guest post opportunity" "context": "Guest post opportunity"