20.7K
EC#CAG report to be tabled in the first sitting of #DelhiAssembly: #PMModi after #BJP's win in #Delhi
@economictimes
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1.1K
AKक्या #cag रिपोर्ट्स से फंस जाएंगे @arvindkejriwal ?
#insta #video #instagram #reel #viral #shorts #reels #trending #trendingreels #trendingshorts #insta
@akhileshanandd
5.4K
TVఢిల్లీ అసెంబ్లీలో లిక్కర్ స్కాంపై కాగ్ నివేదిక - TV9
#tv9telugu #delhiliquorcase #delhiassembly2025 #bjp #CAG
@tv9telugu
819
SAपिछली सरकार में जनता का हाल रहा बेहाल
पिछली सरकार ने अपने 11 साल के कार्यकाल में एक बार भी CAG की रिपोर्ट सदन में पेश नहीं की और न ही उससे जुड़ा डेटा सार्वजनिक होने दिया।
आज सदन में विपक्ष की अनुपस्थिति यह दिखाती है कि पिछली सरकार के समय प्रदूषण बढ़ा, सरकारी खर्च का दुरुपयोग हुआ, लापरवाही रही और जनता परेशान होती रही, लेकिन सरकार ने कोई ठोस कदम नहीं उठाया।
वायु गुणवत्ता निगरानी केंद्रों की संख्या कम थी। उनकी देखरेख, संचालन, नीति निर्माण और डेटा प्रबंधन में भी कई खामियां थीं।
जनसंख्या के मुकाबले बसों की संख्या कम थी, जिससे लोगों को दिक्कत हुई। वहीं, EV बस सेवा शुरू करने में भी अनावश्यक देरी की गई। प्रदूषण को लेकर पिछली सरकार पूरी तरह विफल रही।
@bjp4delhi
#budgetsession2026 #cag
@satishupadhyaybjp
215
INबिहार में #BJP - #JDU जो घोषणाएं कर रही है, उसका कोई आधार नहीं है।
#CAG की रिपोर्ट बताती है 👇
⦁ जनता की मेहनत के लाखों-करोड़ों रुपए सरेंडर कर दिए गए
⦁ 70,000 करोड़ रुपए का घोटाला हुआ, जिसका कोई जवाबदेह नहीं
बिहार के दो तिहाई लोग 65 रुपए से कम पर अपना जीवन बिता रहे हैं, इन हालातों के लिए कौन जिम्मेदार है?
महागठबंधन जनता की कसौटी पर खरा साबित हो रहा है और बदलाव की सुगबुगाहट सुनामी में तब्दील हो चुकी है। प्रचंड बहुमत के साथ महागठबंधन सरकार बनाएगा।
: कांग्रेस महासचिव @sachinpilot जी
📍 बिहार
#SachinPilot #BiharElection2025 #Bihar #India #Mumbai
@incmumbai
110.6K
LOÇook acıkanlara Lokman ustadan XL Cag Kebap😍
🔥 Erzurum’un Meşhur Cağ Kebabı
👌 1995’den beri.. Aynı Lezzet!
📍 Etimesgut
☎️ Bilgi İçin;0312 226 01 38
🎥 @medyaef_
#cağkebap #cag #yemek
@lokmanusta_cagkebap
21.1K
CN#AwaazStory | CAG की इस रिपोर्ट में आज शराब नीति पर कई बड़े खुलासे किए गए हैं। और अभी इस तरह की तेरह रिपोर्ट और आएंगी...
▶️ इसको लेकर बीजेपी नेता अरविंदर सिंह लवली से बात की दीपाली नंदा ने
@deepali.nanda39 #CAG #delhigovernment #BJP #AAP
@cnbcawaaz
1.9K
PTVice President Radhakrishnan said officials of the Comptroller and Auditor General (CAG) must continuously upgrade their skills and auditing capabilities to meet modern governance challenges. He said, 'CAG officials should upgrade their skills and auditing abilities; it's not our money, we should have maximum responsibility'
#VPRadhakrishnan #CAG #Audit #Governance #Accountability #PTINews #PTIVideos #PressTrustOfIndia
@ptinews_multimedia
335.0K
DARAG vs. CAG, explained visually for AI engineers 🧠
(with must-know design considerations)
RAG changed how we build knowledge-grounded systems, but it still has a weakness.
Every time a query comes in, the model often re-fetches the same context from the vector DB, which can be expensive, redundant, and slow.
Cache-Augmented Generation (CAG) fixes this.
It lets the model "remember" stable information by caching it directly in the model's key-value memory.
And you can take it one step ahead by fusing RAG and CAG.
Here's how it works:
→ In regular RAG setup: Query goes to vector database, retrieves relevant chunks, feeds to LLM
→ In RAG + CAG: You divide knowledge into two layers:
• Static rarely changing data (company policies, reference guides) gets cached in model's KV memory
• Dynamic frequently updated data (recent customer interactions, live documents) continues via retrieval
This way, the model doesn't reprocess the same static information every time.
It uses cache instantly and supplements with new data via retrieval for faster inference.
The key: Be selective about what you cache.
Only include stable, high-value knowledge that doesn't change often.
If you cache everything, you'll hit context limits. Separating "cold" (cacheable) and "hot" (retrievable) data keeps this system reliable.
You can see this in practice - many APIs like OpenAI and Anthropic already support prompt caching.
👉 Over to you: Have you ever used CAG?
#rag #caching #cag
@dailydoseofds_
154.4K
DRभारत के नियंत्रक एवं महालेखा परीक्षक
.
#Constitution #CAG #IndianGovernment #DrishtiIAS
@drishtiias
5.5K
THCAG audit flags serious data integrity-related lapses in the Pradhan Mantri Kaushal Vikas Yojana (PMKVY), one of Modi government’s flagship schemes to skill India’s youth. Fareeha Iftikhar (@fareeha_iftikhar__) shares the details.
Link in bio to full video.
#CAG #PMKVY #modigovernment #indiayouth
@theprintindia
67.8K
MO#DELHI | बीजेपी नेता योगेन्द्र चंदोलिया ने कहा कि आप नेता राजनीति करना बंद करें। जल्द ही सीएजी की रिपोर्ट आएगी उसके बाद पुलिस आप नेताओं को सीधा तिहाड़ जेल पहुंचाएगी।
#AamAadmiParty #DelhiNews #CAG #moneycontrol
@moneycontrol_hindi
✨ #Cag Discovery Guide
Instagram hosts 987K posts under #Cag, creating one of the platform's most vibrant visual ecosystems. This massive collection represents trending moments, creative expressions, and global conversations happening right now.
#Cag is one of the most engaging trends on Instagram right now. With over 987K posts in this category, creators like @dailydoseofds_, @drishtiias and @lokmanusta_cagkebap are leading the way with their viral content. Browse these popular videos anonymously on Pictame.
What's trending in #Cag? The most watched Reels videos and viral content are featured above. Explore the gallery to discover creative storytelling, popular moments, and content that's capturing millions of views worldwide.
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📹 Video Trends: Discover the latest Reels and viral videos
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🌟 Featured Creators: @dailydoseofds_, @drishtiias, @lokmanusta_cagkebap and others leading the community
FAQs About #Cag
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Content Performance Insights
Analysis of 12 reels
💡 Top performing posts average 167.0K views (2.8x above average). Moderate competition - consistent posting builds momentum.
Post consistently 3-5 times/week at times when your audience is most active
Content Creation Tips & Strategy
🔥 #Cag shows high engagement potential - post strategically at peak times
✍️ Detailed captions with story work well - average caption length is 379 characters
📹 High-quality vertical videos (9:16) perform best for #Cag - use good lighting and clear audio
✨ Many verified creators are active (83%) - study their content style for inspiration
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