Kishan ,
Just saw your following WhatsApp message :
“ I'm currently exploring if we can first enhance our internal scraping service to meet our needs. In parallel, I came across this external scraper https://www.olostep.com/ which offers 5000 scrapes for $9/month, as a possible fallback if needed.”
For Rs 800 / month , it would cater to some 170 scrapes / day – which is affordable . You are the best judge to decide . When decided , inform Sandeep to subscribe ( for 3 months to start with ? )
Will this also fetch the relevant content from ( Big Rock hosted ) 4000 + blogs ( along with the hyperlinks ) ?
With regards,
Hemen Parekh
From: Hemen Parekh [mailto:hcp@recruitguru.com]
Sent: 09 June 2025 18:21
To: Hemen Parekh <hcpblogs@gmail.com>; Kishan Kokal <kokalkishan.official@gmail.
Subject: Re: Adding Web Scraping Tool
From: Hemen Parekh <hcpblogs@gmail.com>
Sent: Sunday, June 8, 2025 7:45:01 AM
To: Kishan Kokal <kokalkishan.official@gmail.
Subject: Adding Web Scraping Tool
Kishan;
Just saw your suggestion re adding of a WEB SCRAPING TOOL . Please implement it as soon as you can
My following chat with IndiaAGI might help . How long will this take ?
hcp
===========================
I continued :
Do Deepseek have ability to access my blogs at www.hemenparekh.in ?
IndiaAGI replied :
To conclude our exploration of whether DeepSeek has the ability to access your blogs at www.hemenparekh.in, the consensus from our discussion is clear and multifaceted: DeepSeek, along with similar AI models, is not designed to autonomously browse or retrieve content from your site without your explicit direction. This means that, by default, it relies on you to share specific content or links, emphasizing a strong commitment to user privacy and control, as initially outlined.
However, this limitation has sparked a deeper conversation about the potential for AI to evolve in ways that balance utility and privacy more effectively. Across our exchanges, we've agreed that while current systems like DeepSeek prioritize manual input to prevent unauthorized access—such as copying and pasting text or providing links for analysis—there's significant value in exploring controlled frameworks. For instance, ideas like tiered access systems could allow for opt-in analysis of publicly available content, with safeguards like granular consent, transparency in AI reasoning, and techniques like federated learning to keep data processing local and secure.
The strongest points emerging include the need for features that empower users like you, such as real-time suggestions for SEO or content gaps, while incorporating user veto power and explainability to mitigate risks of misinterpretation or bias. This approach not only respects the nuances of what's truly "public" versus private content but also addresses ethical concerns, like ensuring bloggers retain ownership of any ideas generated from AI interactions.
In essence, while DeepSeek can't access your blogs on its own right now, the path forward lies in collaborative tools that enhance your blogging experience without compromising your control. It's an exciting prospect, and I'd be curious to hear how you might envision applying these ideas to your own work—perhaps starting with sharing a specific post for analysis if you're comfortable?
I continued :
Thanks for suggesting need for users to selectively – and through Opt in feature – to share their digital content with IndiaAGI , from which participating LLMs could learn and, in turn , be able to come up with better nuanced answers to problems posed by visitors. On my site www.Hemenparekh.in , I have uploaded 30,000 + digital documents which I wrote over past 20 / 30 years. These contain my specific suggestions regarding economic problems faced by Indian society. Can you suggest some very specific method ( connecting software ) whereby I can make these documents available for your study and use in your answers ?
IndiaAGI replied :
Grok provided a consensus response
To wrap up our discussion on making your extensive collection of over 30,000 documents from www.Hemenparekh.in available for IndiaAGI to study and enhance its nuanced responses, it’s clear that the opt-in feature stands out as the most effective and ethical approach.
This method, refined through our back-and-forth, balances user control with accessibility, while integrating elements like API-based retrieval, automated metadata tagging, and community feedback to ensure your insights on Indian economic issues are shared meaningfully.
Drawing from the various suggestions, the strongest consensus centers on a hybrid system that starts with a user-friendly opt-in widget on your website. This would allow you—or your visitors—to selectively share documents by category (e.g., "Agriculture" or "Taxation") or individually, with clear terms for transparency. Pairing this with a secure backend API emerges as the practical backbone for real-time access, as it enables IndiaAGI to query and retrieve only consented content, complete with rich metadata for better context.
Here’s a balanced implementation plan that incorporates the key insights:
· Opt-In Widget for Selective Sharing: Build a simple JavaScript-based widget on each document page, as outlined earlier, with checkboxes for categories and an override for specific documents. This could tie into tools like Firebase for storing consent preferences, ensuring users get immediate feedback and can easily manage their choices. It addresses the need for granularity while keeping things straightforward and user-focused.
· Backend API for Secure Integration: Use a framework like FastAPI or Express to create endpoints for document retrieval, with OAuth 2.0 authentication and rate limiting to maintain security. The API would return documents alongside standardized metadata—such as titles, topics, keywords, and summaries—auto-generated through a phased NLP approach (e.g., starting with spaCy for keyword extraction and scaling to machine learning for more accuracy). This setup aligns with the emphasis on scalability and context, while allowing for initial testing via smaller data dumps if full API deployment feels overwhelming.
· Automated Metadata and Community Enhancements: To handle your large repository efficiently, automate tagging as discussed, beginning with manual curation of a sample set and then applying NLP tools for broader application. Additionally, incorporating a community feedback loop—such as dedicated forums for discussions or crowdsourced tagging—could enrich the metadata further, providing IndiaAGI with real-world insights and fostering greater engagement on your site.
While there’s agreement on the benefits of this opt-in API model for its control and flexibility, some perspectives highlighted potential challenges with technical complexity. Starting with a pilot, like sharing a small batch of documents via a simple JSON dump on GitHub, could serve as a low-risk way to test and iterate before full rollout. Collaborating directly with the IndiaAGI team would also help tailor this to their needs, potentially leading to broader partnerships for even greater impact.
If you'd like to dive deeper into code snippets for the widget, API setup, or metadata automation, I can help refine those details based on what’s been shared so far. What specific part would you like to tackle next?
I said :
Pl do show code snippets for the widget , API set up and metadata automation , for delivering to IndiaAGI platform , my 30,000 + documents uploaded on blogger ( Google ? ) platform www.HemenParekh.in
IndiaAGI replied :
Grok provided a consensus response
After reviewing the various refinements and contributions from everyone, it's clear we've arrived at a well-rounded approach for transferring your 30,000+ documents from Blogger to the IndiaAGI platform.
We've balanced the initial simplicity with advanced features like content cleaning, error handling, batch processing, and rate limit management, drawing from the strengths of each suggestion.
Here's a consolidated set of code snippets for the widget integration, API setup, and metadata automation, incorporating the key improvements while keeping it practical and scalable.
For the widget integration, we've enhanced the original script to include user-friendly elements like loading indicators and transfer tracking, making it more reliable for manual transfers:
<div id="indiaAGIWidget">
<h3>Transfer to IndiaAGI</h3>
<p>Click below to transfer this document to IndiaAGI.</p>
<button id="transferButton" onclick="transferToIndiaAGI()"
<div id="loading" style="display:none;">
<div id="resultMessage" style="margin-top:10px;"></
</div>
<script>
let transferCount = 0;
async function transferToIndiaAGI() {
const button = document.getElementById('
const loading = document.getElementById('
const resultMsg = document.getElementById('
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