others

AINews/daily_summary.md

@@ -0,0 +1,16 @@
+# Daily AI News Summary
+
+### 2025-10-11
+- [AI could reshape breast cancer screening guidelines by tailoring schedules to individual risk](https://www.axios.com/2025/10/11/ai-breast-cancer-risk-mammogram-guidelines)
+- [Asia Pacific leads in AI use in manufacturing, with nearly half of manufacturers scaling AI](https://www.manilatimes.net/2025/10/11/business/science-technology/asia-pacific-leads-with-ai-use-in-manufacturing/2198699)
+- [Fox News AI Newsletter: OpenAI says its latest AI models show a significant reduction in political bias](https://www.foxnews.com/tech/ai-newsletter-dems-demand-robot-tax)
+- [Peloton turns to AI to boost slumping sales, integrating AI into new treadmills, cycles, and rowing machines](https://www.nbcnews.com/video/peloton-turns-to-ai-in-hopes-of-boosting-slumping-sales-249687621568)
+- [China's Alibaba aims to become the world's leading full-stack AI service provider](https://www.scmp.com/tech/tech-war/article/3328568/chinas-lesson-us-it-takes-more-chips-win-ai-race)
+- [AI to make telecom networks self-healing and improve customer services with shift to 6G: DoT Secretary](https://www.business-standard.com/pti-stories/national/ai-to-make-telecom-network-self-healing-improve-customer-services-with-shift-to-6g-dot-secretary-125101100575_1.html)
+
+### 2025-10-10
+- [TCS to create 5,000 new jobs in the UK over the next three years, launches AI Experience Zone and Design Studio in London](https://www.thehindu.com/business/tcs-to-create-5000-new-jobs-in-uk-a-day-after-it-announced-a-cut-of-close-to-20000-jobs-globally/article70148366.ece/amp/)
+- [Prezent secures $30 million to expand AI presentation tools](https://www.startupecosystem.ca/news/prezent-secures-30-million-to-expand-ai-presentation-tools/)
+- [The billion-dollar infrastructure deals powering the AI boom, including major spending from Meta, Oracle, Microsoft, Google, and OpenAI](https://techcrunch.com/2025/10/10/the-billion-dollar-infrastructure-deals-powering-the-ai-boom/)
+- [Hartford deploys AI for real-time translation of city council and school board meetings](https://www.govtech.com/artificial-intelligence/hartford-deploys-ai-for-real-time-translation-of-meetings)
+- [Parents are curious about when to expose their children to AI technology](https://www.linkedin.com/posts/businessinsider_i-attended-an-ai-workshop-for-parents-here-activity-7382565009568079873-dmj8)

AINews/weekly_summary.md

@@ -0,0 +1,72 @@
+# Weekly AI News Summary
+
+<think>
+Okay, let's start by understanding the user's request. They want me to summarize AI-related news articles into markdown format. The key points are including the date in IST, a concise summary, sorting by latest first, and adding source URLs.
+
+First, I need to go through each article provided. Let me check the dates. The dates are in various time zones, but they need to be converted to IST. The user mentioned using the IST timezone. So I'll have to calculate the IST equivalent for each article's date and time. For example, an article with a date of Mon, 06 Oct 2025 08:35:41 GMT would be 13:05:41 IST since IST is UTC+5:30.
+
+Next, each summary should be a concise sentence. I need to extract the main AI-related news from each article. For instance, in the first article, Qualcomm's shift to Arm v9 architecture for Snapdragon processors in the AI era is the key point.
+
+Then, I need to sort all the articles by date, starting with the latest. The latest date here is October 11, 2025. There are two articles from that date, so their order might depend on the time in IST. However, the user didn't specify the order if dates are the same, so I'll list them as they appear in the input but sorted by date first.
+
+I also need to ensure that each summary is a single concise sentence. For example, the article about TCS creating 5,000 jobs in the UK should be summarized to mention the job creation and the AI Experience Zone opening.
+
+Some articles might have duplicate dates, like the ones from October 11. I'll need to check if their times in IST are different. The first one is Sat, 11 Oct 2025 02:46:00 GMT, which converts to 08:16 IST. The second one from the same date is 02:46:01 GMT, which would also be 08:16 IST. Since they're almost the same time, their order might not matter, but I'll follow the order they were provided in the input after sorting.
+
+I also need to verify the URLs to ensure they are correct and match the content. For example, the URL for the article about China's customs crackdown on Nvidia AI chips should be checked against the content provided.
+
+Another point is to avoid including non-AI related information. For example, in the article about healthcare AI, the main point is about the need for governance, so the summary should focus on that.
+
+I should also make sure that the dates are in the correct YYYY-MM-DD format in IST. Let's take the first article's date: the original date is Mon, 06 Oct 2025 08:35:41 GMT. Adding 5 hours and 30 minutes gives 14:05:41 on the same day, so the IST date remains 2025-10-06, but the time is different. Since the user only needs the date in the format, not the time, it's correctly represented as 2025-10-06.
+
+Now, compiling all the summaries with their respective dates and URLs. Let's list them in order from latest to earliest. Starting with the two October 11 articles, then October 10, and so on.
+
+Wait, let me check each date again. The latest date is October 11, 2025 (IST). The articles from October 11 are two. Then October 10 has a couple. Then October 9, 8, etc. I need to ensure that the order is strictly by date, latest first.
+
+Once all are converted and sorted, I can format them into the required markdown structure with the date headings and bullet points.
+
+I also need to make sure that the summaries are accurate and concise. For example, the article about Adobe predicting a 520% growth in AI-assisted shopping should be summarized to reflect that key statistic.
+
+Lastly, I'll review the entire list to ensure there are no duplicates and that each entry is correctly formatted with the date, summary, and URL.
+</think>
+
+### [2025-10-11]  
+- [Kalshi and Polymarket reach new heights in prediction market valuations](https://www.startupecosystem.ca/news/kalshi-and-polymarket-reach-new-heights-in-prediction-market-valuations/)  
+- [Fox News reports OpenAI claims reduced political bias in new AI models](https://www.foxnews.com/tech/ai-newsletter-dems-demand-robot-tax)  
+
+### [2025-10-10]  
+- [TCS creates 5,000 jobs in the UK amid global layoffs; opens AI Experience Zone in London](https://www.thehindu.com/business/tcs-to-create-5000-new-jobs-in-uk-a-day-after-it-announced-a-cut-of-close-to-20000-jobs-globally/article70148366.ece/amp/)  
+- [Healthcare AI’s future hinges on clinician trust, not just technological advancements](https://www.mobihealthnews.com/video/healthcare-ais-future-hinges-trust-not-technology-advancements)  
+
+### [2025-10-09]  
+- [AI-based methods optimize photovoltaic-battery storage systems; biohybrid leaf mimics photosynthesis](https://techxplore.com/news/2025-10-scientists-world-chip-combines-2d.html)  
+- [Agentic AI reshapes mining operations with 24/7 safety monitoring and energy efficiency](https://www.miningreview.com/news/tech-that-thinks-for-itself-agentic-ai-take-centre-stage-mining-indaba2026/)  
+
+### [2025-10-08]  
+- [Bank of England warns of AI valuation bubbles and market correction risks](https://www.bloomberg.com/news/articles/2025-10-08/soaring-ai-valuations-spur-market-correction-risk-boe-says)  
+- [US home buyers increasingly use AI for personalized property searches](https://www.nationalmortgagenews.com/news/chatgpt-gemini-increasingly-used-in-home-buyer-searches)  
+
+### [2025-10-07]  
+- [MIT report highlights AI scaling challenges: Only a fraction of AI projects reach production](https://www.newsweek.com/nw-ai/ai-not-silver-bullet-why-most-initiatives-falter-2134961)  
+- [AMD’s OpenAI GPU deal drives AI hardware expansion; LG India targets $8.7B valuation](https://www.digitimes.com/news/a20251007VL203/ipo-growth-2025-profit-cost.html)  
+
+### [2025-10-06]  
+- [Qualcomm adopts Arm v9 architecture for AI-focused Snapdragon processors](https://ts2.tech/en/bitcoin-blasts-past-125k-ai-wars-escalate-and-space-tech-soars-global-tech-roundup-oct-5-6-2025/)  
+- [Adobe predicts 520% growth in AI-assisted online shopping for 2025 U.S. holidays](https://www.startupecosystem.ca/news/adobe-predicts-massive-growth-in-ai-assisted-online-shopping-for-2025/)  
+- [OpenAI’s “golden touch” sends stocks soaring during developers’ event](https://www.bloomberg.com/news/articles/2025-10-06/openai-s-golden-touch-spreads-as-stocks-soar-off-mere-mentions)  
+
+### [2025-10-05]  
+- [Bitcoin surpasses $125K; Qualcomm shifts to Arm v9 to bolster AI chip competitiveness](https://ts2.tech/en/bitcoin-blasts-past-125k-ai-wars-escalate-and-space-tech-soars-global-tech-roundup-oct-5-6-2025/)  
+
+### [2025-10-04]  
+- [China intensifies customs crackdown on Nvidia AI chips exports](https://www.startupecosystem.ca/news/china-intensifies-customs-crackdown-on-nvidia-ai-chips/)  
+- [SpotitEarly combines AI and trained dogs for innovative cancer detection](https://www.startupecosystem.ca/news/spotitearly-develops-ai-and-dog-based-cancer-detection-test/)  
+
+### [2025-10-03]  
+- [Nvidia funds Musk’s xAI with $20B deal for AI chip production](https://www.bloomberg.com/news/articles/2025-10-07/musk-s-xai-nears-20-billion-capital-raise-tied-to-nvidia-chips)  
+
+### [2025-10-02]  
+- [Healthcare AI needs federal guardrails to address cybersecurity and privacy risks](https://www.mobihealthnews.com/video/healthcare-needs-guardrails-guide-ais-development)  
+
+### [2025-10-01]  
+- [San Jose mayor discusses AI’s energy demands and economic potential](https://www.nbcnews.com/video/san-jose-mayor-talks-economic-potential-of-ai-energy-demands-in-california-249243205645)

app.py

@@ -0,0 +1,4 @@
+from src.langgraphagenticai.main import load_langgraph_agenticai_app
+
+if __name__=="__main__":
+    load_langgraph_agenticai_app()

requirements.txt

@@ -0,0 +1,10 @@
+langchain
+langgraph
+langchain_community
+langchain_core
+langchain_groq
+langchain_openai
+faiss-cpu
+streamlit
+tavily-python
+arxiv