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RAG
AI Agents are evolving beyond simple RAG bots, with new systems focusing on orchestration, reasoning, and memory for true autonomy. Meanwhile, discussions continue on optimizing RAG retrieval and processing for better performance.
About RAG
Rag (Retrieval-Augmented Generation) is an AI technique that enhances language models by retrieving external information before generating a response.
Engagements: XXXXXX (24h)
Engagements 24-Hour Time-Series Raw Data
Current Value: XXXXXX
Daily Average: XXXXXXXXX
X Week: XXXXXXX -XX%
X Month: XXXXXXXXXX -XX%
X Months: XXXXXXXXXXX -XXXX%
X Year: XXXXXXXXXXXXX +53%
1-Year High: XXXXXXXXXX on 2025-02-14
1-Year Low: XXX on 2025-11-04
Engagements by network (24h): Reddit: XX TikTok: XXXXX X: XXXXXX YouTube: XXXXXX
Mentions: XXX (24h)
Mentions 24-Hour Time-Series Raw Data
Current Value: XXX
Daily Average: XXXXX
X Week: XXXXX -XX%
X Month: XXXXXX +301%
X Months: XXXXXX +573%
X Year: XXXXXX +39,652%
1-Year High: XXXXX on 2025-07-18
1-Year Low: XX on 2025-12-05
Mentions by network (24h): Reddit: XX TikTok: XXX X: XXX YouTube: XXX
Creators: XXX (24h)
Creators 24-Hour Time-Series Raw Data
XXX unique social accounts have posts mentioning RAG in the last XX hours which is no change from in the previous XX hours
Daily Average: XXXXX
X Week: XXXXX -XX%
X Month: XXXXX +42%
X Months: XXXXXX +647%
X Year: XXXXXX +41,522%
1-Year High: XXXXX on 2025-07-18
1-Year Low: XX on 2025-12-05
The most influential creators that mention RAG in the last XX hours
| Creator | Rank | Followers | Posts | Engagements |
|---|---|---|---|---|
| @Crazy_Recognition_78 | X | X | X |
Sentiment: XX%
Sentiment 24-Hour Time-Series Raw Data
Current Value: XX%
Daily Average: XX%
X Week: XX% no change
X Month: XX% -XX%
X Months: XX% -XX%
X Year: XX% +5%
1-Year High: XXX% on 2025-12-05
1-Year Low: X% on 2025-11-09
Most Supportive Themes:
- AI and Machine Learning: (40%) Discussions around 'Rag' in the context of AI, particularly Agentic Rag, and its applications in machine learning.
- Music and Entertainment: (30%) References to 'Rag' in music, including specific songs like 'Maple Leaf Rag' and 'Tumi Rag Koro Na'.
- Everyday Language: (30%) The use of 'Rag' in common parlance to describe poor treatment of something or someone.
Most Critical Themes:
Top RAG Social Posts
Top posts by engagements in the last XX hours
Showing only X posts for non-authenticated requests. Use your API key in requests for full results.
"A 30k contract to build a RAG chatbot turned into a 5.2k MMR side project"
Reddit Link @carlosmarcialt 2025-12-10T13:13Z X followers, XX engagements
"California duo Ragger combine the influence of Scott Joplin and Super Mario World on "Peacherine Rag" the lead single from their upcoming debut album Euphonic Sounds"
X Link @bestfitmusic 2025-12-10T11:59Z 75.9K followers, XXX engagements
"5 "BORING" AI Agents To Sell For $1.5K+ Each in 2026"
YouTube Link @michtortiyt 2025-12-10T11:52Z 22.7K followers, 1744 engagements
"Beyond Basic RAG: X Advanced Architectures I Built to Fix AI Retrieval"
Reddit Link @aiplusautomation 2025-12-10T11:50Z X followers, XXX engagements