Kragent.AI

@KragentAI

Kragent: All-in-one research assistant & universal AI agent. Model switching . No lock-in. White paper: Built by @stevenlu1729

Joined May 2025

33 Following

9 Followers

74 Posts

Pinned Tweet

Kragent.AI @KragentAI

6 months ago

White paper: https://t.co/tX7pK5Gm3n Meet IACT — the new architecture behind https://t.co/kSU1P5wnRl! It uses a Dynamic Recursive Call Tree & Bidirectional Stateful Dialogue to reduce errors & context overload in LLM agents. A key step toward more reliable and scalable #AGI. #IACT #LLMAgents #AIArchitecture #kragent #AIResearch

KragentAI's tweet photo. White paper: https://t.co/tX7pK5Gm3n
Meet IACT — the new architecture behind https://t.co/kSU1P5wnRl!
It uses a Dynamic Recursive Call Tree & Bidirectional Stateful Dialogue to reduce errors & context overload in LLM agents.
A key step toward more reliable and scalable #AGI.
#IACT #LLMAgents #AIArchitecture #kragent #AIResearch

KragentAI's tweet photo. White paper: https://t.co/tX7pK5Gm3n
Meet IACT — the new architecture behind https://t.co/kSU1P5wnRl!
It uses a Dynamic Recursive Call Tree & Bidirectional Stateful Dialogue to reduce errors & context overload in LLM agents.
A key step toward more reliable and scalable #AGI.
#IACT #LLMAgents #AIArchitecture #kragent #AIResearch

KragentAI's tweet photo. White paper: https://t.co/tX7pK5Gm3n
Meet IACT — the new architecture behind https://t.co/kSU1P5wnRl!
It uses a Dynamic Recursive Call Tree & Bidirectional Stateful Dialogue to reduce errors & context overload in LLM agents.
A key step toward more reliable and scalable #AGI.
#IACT #LLMAgents #AIArchitecture #kragent #AIResearch

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Kragent.AI @KragentAI

6 months ago

Try Kragent AI, a general-purpose AI research assistant for literature review, research gap discovery, experiment design, code generation, data analysis, and LaTeX-based, journal-ready paper drafting. No subscriptions, no feature lock-ins — full access for everyone, anytime you need it.

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Kragent.AI @KragentAI

6 months ago

I casually asked, “What tech or tools did you use for this task?” And ended up detailing the entire IACT architecture behind Kragent, along with the full computational materials science workflow and front-end/back-end rendering pipeline. #ComputationalScience #ThreeJS #WebGL #MaterialsScience #DataVisualization #IACT

KragentAI's tweet photo. I casually asked, “What tech or tools did you use for this task?”
And ended up detailing the entire IACT architecture behind Kragent, along with the full computational materials science workflow and front-end/back-end rendering pipeline. #ComputationalScience #ThreeJS #WebGL #MaterialsScience #DataVisualization #IACT

Kragent.AI @KragentAI

6 months ago

My 4yo son: "Mom, what are you doing lately?" Me: "Promoting our AI! Any ideas?" Son: "Make a diamond model to show everyone!" Done! 💎 Kragent + Gemini 3 Flash built this 3x3x3 tetrahedral lattice with a 2.4 IOR refraction. Scientifically accurate & silky smooth. #WebGL #AIAgent #ThreeJS #FullStack #WebDev #ASE #DiamondModel #Kragent #Gemini3Flash #Web3D #DataViz

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Kragent.AI @KragentAI

6 months ago

I love multimodality. Seeing + understanding + reasoning + Problem Solving. #MultimodalAI #Kragent #AI4Science #ResearchTools

KragentAI's tweet photo. I love multimodality.
Seeing + understanding + reasoning + Problem Solving.
#MultimodalAI #Kragent #AI4Science #ResearchTools https://t.co/lGXLoPeyFQ

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Kragent.AI @KragentAI

6 months ago

My 4yo son: "Mom, what are you doing lately?" Me: "Promoting our AI! Any ideas?" Son: "Make a diamond model to show everyone!" Done! 💎 Kragent + Gemini 3 Flash built this 3x3x3 tetrahedral lattice with a 2.4 IOR refraction. Scientifically accurate & silky smooth. #WebGL #AIAgent #ThreeJS #FullStack #WebDev #ASE #DiamondModel #Kragent #Gemini3Flash #Web3D #DataViz

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Kragent.AI @KragentAI

6 months ago

Kragent AI, a general-purpose AI research assistant for literature review, research gap discovery, experiment design, code generation, data analysis, and LaTeX-based, journal-ready paper drafting. No subscriptions, no feature lock-ins — full access for everyone, anytime you need it.

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Kragent.AI @KragentAI

6 months ago

Try Kragent AI, a general-purpose AI research assistant for literature review, research gap discovery, experiment design, code generation, data analysis, and LaTeX-based, journal-ready paper drafting. No subscriptions, no feature lock-ins — full access for everyone, anytime you need it.

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Kragent.AI @KragentAI

6 months ago

@nemusblog Kragent: a general-purpose AI research assistant for literature review, research gap discovery, experiment design, code generation, data analysis, and LaTeX-based, journal-ready paper drafting.

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Kragent.AI @KragentAI

6 months ago

Upload 1 Clinical Dataset → Kragent AI Builds a Submission-Ready Researc... https://t.co/0DvBNfCJVG via @YouTube

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Kragent.AI @KragentAI

6 months ago

Still struggling to describe your problem in words—only to have the LLM not quite get it? With Kragent’s multimodal support, you can just send an image and it will understand the issue and solve it. Cool！

KragentAI's tweet photo. Still struggling to describe your problem in words—only to have the LLM not quite get it?
With Kragent’s multimodal support, you can just send an image and it will understand the issue and solve it. Cool！ https://t.co/Tg2emT1IX6

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Kragent.AI @KragentAI

6 months ago

Just blown away by Gemini 3 Flash on Kragent! I prompted a complex, interactive 3D particle system using Three.js—including custom geometries (Heart/Saturn), real-time mouse interactions, and a sleek UI. It was generated almost instantaneously! The speed-to-quality ratio is insane. The future of creative coding is here. #Threejs #Gemini3Flash #Kragent #CreativeCoding #AI

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Kragent.AI @KragentAI

6 months ago

Ever wondered what a cat’s DNA sounds like? 🧬🐈‍⬛ I used Kragent to retrieve the Felis catus Cytochrome b gene and translated millions of years of evolution into a melodic composition. By mapping nucleotides to specific frequencies, the genetic code becomes a living symphony. Science is art. COOL! 🐾✨ #BioArt #Genetics #Kragent #DNA #CatLovers #GenerativeMusic #Bioinformatics #AgenticAI

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Kragent.AI @KragentAI

6 months ago

@Faheem_uh Kragent already covers a lot — literature search, paper reviews, auto-summarizing all references, LaTeX, turning rough drafts into publication-ready figures, writing journal-ready manuscripts, data processing, coding, full-stack dev…

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Kragent.AI @KragentAI

6 months ago

Kragent is a next-gen agent framework built around LLMs’ natural behavior — not forcing them into rigid formats. Yep: free topology, free control flow, free output format = a truly powerful system. Paper:https://t.co/u2wJIru4ZN

Steven Lu @stevenlu1729

6 months ago

I didn't use CoT/ReAct in kragent. Instead, I provide real-time feedback through dynamically constructed context, offer comprehensive tool selection, and give the LLM maximum freedom to handle complex tasks. This design has been in AIlice since 2023, and practice proves it not only completes complex tasks but is likely more flexible and powerful than CoT/ReAct (see this example ( https://t.co/oXU1dFVCwL ) from spring 2024: using gpt-4o to extract text from Feynman Lectures videos and answer physics questions). In early AIlice prototypes, I tried ReAct but quickly abandoned it because the open-source models I used (probably llama 2 13B at the time) struggled with strict format requirements. I pivoted to letting LLMs think/react and output more naturally, adding fault tolerance designs. This led to today's IACT architecture. Practice proves this choice was right—like all talented individuals, LLMs naturally prefer freedom. Free topology, free control flow, free output format = a truly powerful system.

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Kragent.AI @KragentAI

6 months ago

Supercharge your research with Kragent AI! Upload 1 paper → it reads all citations, summarizes, and compares their content automatically. Ask anything about the paper or its references — it knows! Supports LaTeX, figures, journal-ready drafts, coding & data processing. Try Kragent: https://t.co/RlIGsJIk4H https://t.co/LIphnc78zx via @YouTube

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Kragent.AI @KragentAI

6 months ago

Kragent — a tool that accelerates research. Batch-reading papers, comparing them, and mapping out entire fields in minutes. Here’s what it does 👇 1️⃣ I upload a research paper. 2️⃣ Kragent reads the entire paper and gives me a clean, structured summary. 3️⃣ Then it extracts every single reference cited in the paper. 4️⃣ It goes out and downloads each reference it can access. 5️⃣ It reads them one by one and generates a summary for each, including: • Research topic • Methods • Key findings • Why the original paper cited it 6️⃣ If a reference can’t be accessed? → It marks it as “unavailable” and still produces a metadata-based summary. 7️⃣ Finally, it packages all accessible references and sends the entire bundle back to me. And on top of that, I asked it to compare the architecture proposed in the original paper with the architectures described across all cited papers — and it generated a clear comparison table automatically. No manual searching. No endless downloading. No juggling 20 browser tabs. The whole workflow runs fully autonomously. For students, researchers, and anyone working with scientific literature, this is a massive productivity boost. From a single paper, you instantly get a complete, structured citation-chain digest. You can understand an entire research landscape in minutes. And here’s the best part: Because Kragent has read both the original paper and every referenced paper, you can ask it anything about any of them — and it will answer. But Kragent doesn’t stop at batch-reading papers. It also supports LaTeX, generates publication-ready tables, figures, and equations from rough drafts or handwriting, helps you write journal-format paper drafts, and even handles data processing, coding, full-stack web development — turning ideas into reality, fast. Try it now: https://t.co/nOoCm2QoSJ Want the technical details and architecture? https://t.co/tX7pK5Gm3n #Kragent #AI #AIAgent #Research #AcademicTwitter #ResearchTools #Automation #AIforResearch #Productivity

KragentAI's tweet photo. Kragent — a tool that accelerates research. Batch-reading papers, comparing them, and mapping out entire fields in minutes.
Here’s what it does 👇
1️⃣ I upload a research paper.
2️⃣ Kragent reads the entire paper and gives me a clean, structured summary.
3️⃣ Then it extracts every single reference cited in the paper.
4️⃣ It goes out and downloads each reference it can access.
5️⃣ It reads them one by one and generates a summary for each, including:
• Research topic
• Methods
• Key findings
• Why the original paper cited it
6️⃣ If a reference can’t be accessed?
→ It marks it as “unavailable” and still produces a metadata-based summary.
7️⃣ Finally, it packages all accessible references and sends the entire bundle back to me.
And on top of that, I asked it to compare the architecture proposed in the original paper with the architectures described across all cited papers — and it generated a clear comparison table automatically.
No manual searching.
No endless downloading.
No juggling 20 browser tabs.
The whole workflow runs fully autonomously.

For students, researchers, and anyone working with scientific literature, this is a massive productivity boost.
From a single paper, you instantly get a complete, structured citation-chain digest.
You can understand an entire research landscape in minutes.
And here’s the best part:
Because Kragent has read both the original paper and every referenced paper, you can ask it anything about any of them — and it will answer.

But Kragent doesn’t stop at batch-reading papers.
It also supports LaTeX, generates publication-ready tables, figures, and equations from rough drafts or handwriting, helps you write journal-format paper drafts, and even handles data processing, coding, full-stack web development — turning ideas into reality, fast.

Try it now: https://t.co/nOoCm2QoSJ
Want the technical details and architecture? https://t.co/tX7pK5Gm3n

#Kragent #AI #AIAgent #Research #AcademicTwitter #ResearchTools #Automation #AIforResearch #Productivity

KragentAI's tweet photo. Kragent — a tool that accelerates research. Batch-reading papers, comparing them, and mapping out entire fields in minutes.
Here’s what it does 👇
1️⃣ I upload a research paper.
2️⃣ Kragent reads the entire paper and gives me a clean, structured summary.
3️⃣ Then it extracts every single reference cited in the paper.
4️⃣ It goes out and downloads each reference it can access.
5️⃣ It reads them one by one and generates a summary for each, including:
• Research topic
• Methods
• Key findings
• Why the original paper cited it
6️⃣ If a reference can’t be accessed?
→ It marks it as “unavailable” and still produces a metadata-based summary.
7️⃣ Finally, it packages all accessible references and sends the entire bundle back to me.
And on top of that, I asked it to compare the architecture proposed in the original paper with the architectures described across all cited papers — and it generated a clear comparison table automatically.
No manual searching.
No endless downloading.
No juggling 20 browser tabs.
The whole workflow runs fully autonomously.

For students, researchers, and anyone working with scientific literature, this is a massive productivity boost.
From a single paper, you instantly get a complete, structured citation-chain digest.
You can understand an entire research landscape in minutes.
And here’s the best part:
Because Kragent has read both the original paper and every referenced paper, you can ask it anything about any of them — and it will answer.

But Kragent doesn’t stop at batch-reading papers.
It also supports LaTeX, generates publication-ready tables, figures, and equations from rough drafts or handwriting, helps you write journal-format paper drafts, and even handles data processing, coding, full-stack web development — turning ideas into reality, fast.

Try it now: https://t.co/nOoCm2QoSJ
Want the technical details and architecture? https://t.co/tX7pK5Gm3n

#Kragent #AI #AIAgent #Research #AcademicTwitter #ResearchTools #Automation #AIforResearch #Productivity

KragentAI's tweet photo. Kragent — a tool that accelerates research. Batch-reading papers, comparing them, and mapping out entire fields in minutes.
Here’s what it does 👇
1️⃣ I upload a research paper.
2️⃣ Kragent reads the entire paper and gives me a clean, structured summary.
3️⃣ Then it extracts every single reference cited in the paper.
4️⃣ It goes out and downloads each reference it can access.
5️⃣ It reads them one by one and generates a summary for each, including:
• Research topic
• Methods
• Key findings
• Why the original paper cited it
6️⃣ If a reference can’t be accessed?
→ It marks it as “unavailable” and still produces a metadata-based summary.
7️⃣ Finally, it packages all accessible references and sends the entire bundle back to me.
And on top of that, I asked it to compare the architecture proposed in the original paper with the architectures described across all cited papers — and it generated a clear comparison table automatically.
No manual searching.
No endless downloading.
No juggling 20 browser tabs.
The whole workflow runs fully autonomously.

For students, researchers, and anyone working with scientific literature, this is a massive productivity boost.
From a single paper, you instantly get a complete, structured citation-chain digest.
You can understand an entire research landscape in minutes.
And here’s the best part:
Because Kragent has read both the original paper and every referenced paper, you can ask it anything about any of them — and it will answer.

But Kragent doesn’t stop at batch-reading papers.
It also supports LaTeX, generates publication-ready tables, figures, and equations from rough drafts or handwriting, helps you write journal-format paper drafts, and even handles data processing, coding, full-stack web development — turning ideas into reality, fast.

Try it now: https://t.co/nOoCm2QoSJ
Want the technical details and architecture? https://t.co/tX7pK5Gm3n

#Kragent #AI #AIAgent #Research #AcademicTwitter #ResearchTools #Automation #AIforResearch #Productivity

KragentAI's tweet photo. Kragent — a tool that accelerates research. Batch-reading papers, comparing them, and mapping out entire fields in minutes.
Here’s what it does 👇
1️⃣ I upload a research paper.
2️⃣ Kragent reads the entire paper and gives me a clean, structured summary.
3️⃣ Then it extracts every single reference cited in the paper.
4️⃣ It goes out and downloads each reference it can access.
5️⃣ It reads them one by one and generates a summary for each, including:
• Research topic
• Methods
• Key findings
• Why the original paper cited it
6️⃣ If a reference can’t be accessed?
→ It marks it as “unavailable” and still produces a metadata-based summary.
7️⃣ Finally, it packages all accessible references and sends the entire bundle back to me.
And on top of that, I asked it to compare the architecture proposed in the original paper with the architectures described across all cited papers — and it generated a clear comparison table automatically.
No manual searching.
No endless downloading.
No juggling 20 browser tabs.
The whole workflow runs fully autonomously.

For students, researchers, and anyone working with scientific literature, this is a massive productivity boost.
From a single paper, you instantly get a complete, structured citation-chain digest.
You can understand an entire research landscape in minutes.
And here’s the best part:
Because Kragent has read both the original paper and every referenced paper, you can ask it anything about any of them — and it will answer.

But Kragent doesn’t stop at batch-reading papers.
It also supports LaTeX, generates publication-ready tables, figures, and equations from rough drafts or handwriting, helps you write journal-format paper drafts, and even handles data processing, coding, full-stack web development — turning ideas into reality, fast.

Try it now: https://t.co/nOoCm2QoSJ
Want the technical details and architecture? https://t.co/tX7pK5Gm3n

#Kragent #AI #AIAgent #Research #AcademicTwitter #ResearchTools #Automation #AIforResearch #Productivity

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Kragent.AI @KragentAI

6 months ago

Kragent AI CRACKS the USA vs. CHINA vs. EU Flu Treatment Divide https://t.co/nJ875Dqjre via @YouTube

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Kragent.AI @KragentAI

6 months ago

Exactly! Kragent isn't just about LaTeX — it's your AI research sidekick for literature search & summaries, LaTeX handling, full-stack web development, and turning ideas into reality fast. Give it a try and see what it can do for you!

Pietro Montaldo

@PietroMontaldo

6 months ago

@KragentAI Kragent simplifies complex academic formatting.

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