News Scraper and Summarizer Tool
Budget: ₹1,500 – ₹12,500 INR
I need an online tool that scrapes news articles from the web and uses a large language model (LLM) to summarize them. The tool should operate daily, providing fresh summaries each day.
Requirements:
- Scrape news articles from selected sources.
- Summarize articles using LLM.
- Deliver summaries in an organized format.
Ideal Skills and Experience:
- Experience with web scraping tools and techniques.
- Familiarity with LLMs and text summarization.
- Proficiency in building online data processing tools.
Please provide examples of similar work.
Create a simple online tool - to get news summary of stocks
a) Getting data
b) Summarizing using AI
c) Easy to use, simple, no-nonsense UI. Hosting it on cloud, to ensure easy anytime connectivity
d) Auto-schedule the code daily to refresh the output daily at 8am IST.
Constraint - monthly costs should be less than $5
Data - Will share later.
b) Summarizing using AI
Using Gemini Pro 2.5, free AI studio API key for summarizing in two prompts
First -> Prompt to select top 5-7 articles from the list of those URLs if they are more based on relevance and diversity. More prominence to be given to respected websites and longer form content.
Second -> Summarize the output in less than 500 words across all articles. For context, it will use the last 7 days summary and add a section at the top - what changed today.
c) UI
A simple tool where on the right hand side is the list of chosen symbols/ticker.
An button on the top which given an option to add new ticker by the user. For each ticker, there would be two links given.
On the left hand side will be the list of all URLs with headline that has been used for summarizing purposes.
d) This tool will auto run, every day at 8am IST. Capture all the URLs and from these sites and summarize and update the output on a daily basis. The tool will keep a history of the last 7 days of summary.
Requirements:
- Scrape news articles from selected sources.
- Summarize articles using LLM.
- Deliver summaries in an organized format.
Ideal Skills and Experience:
- Experience with web scraping tools and techniques.
- Familiarity with LLMs and text summarization.
- Proficiency in building online data processing tools.
Please provide examples of similar work.
Create a simple online tool - to get news summary of stocks
a) Getting data
b) Summarizing using AI
c) Easy to use, simple, no-nonsense UI. Hosting it on cloud, to ensure easy anytime connectivity
d) Auto-schedule the code daily to refresh the output daily at 8am IST.
Constraint - monthly costs should be less than $5
Data - Will share later.
b) Summarizing using AI
Using Gemini Pro 2.5, free AI studio API key for summarizing in two prompts
First -> Prompt to select top 5-7 articles from the list of those URLs if they are more based on relevance and diversity. More prominence to be given to respected websites and longer form content.
Second -> Summarize the output in less than 500 words across all articles. For context, it will use the last 7 days summary and add a section at the top - what changed today.
c) UI
A simple tool where on the right hand side is the list of chosen symbols/ticker.
An button on the top which given an option to add new ticker by the user. For each ticker, there would be two links given.
On the left hand side will be the list of all URLs with headline that has been used for summarizing purposes.
d) This tool will auto run, every day at 8am IST. Capture all the URLs and from these sites and summarize and update the output on a daily basis. The tool will keep a history of the last 7 days of summary.