**15 Agentic Systems and Frameworks of 2024**
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**15 Agentic Systems and Frameworks of 2024**
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This year, we started our “AI Agents and Agentic Workflows” series (
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This year, we started our “AI Agents and Agentic Workflows” series (
https://www.turingpost.com/t/AI-Agents
https://www.turingpost.com/t/AI-Agents
link
) to explore everything about AI agents step by step: all the vocabulary, how they work, and how to build them. 
text
) to explore everything about AI agents step by step: all the vocabulary, how they work, and how to build them. 
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The huge interest in this series and the large number of studies conducted on agents showed that it was one of the most popular and important themes of the year. In 2025, most likely, agents will reach new highs – we will be covering that for you. Now, let’s review the agentic systems that have emerged this year.
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The huge interest in this series and the large number of studies conducted on agents showed that it was one of the most popular and important themes of the year. In 2025, most likely, agents will reach new highs – we will be covering that for you. Now, let’s review the agentic systems that have emerged this year.
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Here is a list of 15 agentic systems and frameworks of 2024:
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Here is a list of 15 agentic systems and frameworks of 2024:
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1. 
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1. 
GUI Agents: A Survey (2412.13501)
https://huggingface.co/papers/2412.13501
2412.13501
paper
resource
https://huggingface.co/papers/2412.13501
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2. 
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2. 
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle
  Grandmaster Level (2411.03562)
https://huggingface.co/papers/2411.03562
2411.03562
paper
resource
https://huggingface.co/papers/2411.03562
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3. 
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3. 
The AI Scientist: Towards Fully Automated Open-Ended Scientific
  Discovery (2408.06292)
https://huggingface.co/papers/2408.06292
2408.06292
paper
resource
https://huggingface.co/papers/2408.06292
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4. 
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4. 
MALT: Improving Reasoning with Multi-Agent LLM Training (2412.01928)
https://huggingface.co/papers/2412.01928
2412.01928
paper
resource
https://huggingface.co/papers/2412.01928
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5. 
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5. 
Agent S: An Open Agentic Framework that Uses Computers Like a Human (2410.08164)
https://huggingface.co/papers/2410.08164
2410.08164
paper
resource
https://huggingface.co/papers/2410.08164
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6. 
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6. 
Automated Design of Agentic Systems (2408.08435)
https://huggingface.co/papers/2408.08435
2408.08435
paper
resource
https://huggingface.co/papers/2408.08435
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7. 
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7. 
AgentInstruct: Toward Generative Teaching with Agentic Flows (2407.03502)
https://huggingface.co/papers/2407.03502
2407.03502
paper
resource
https://huggingface.co/papers/2407.03502
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8. 
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8. 
AgentStore: Scalable Integration of Heterogeneous Agents As Specialized
  Generalist Computer Assistant (2410.18603)
https://huggingface.co/papers/2410.18603
2410.18603
paper
resource
https://huggingface.co/papers/2410.18603
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9. 
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9. 
WALL-E: World Alignment by Rule Learning Improves World Model-based LLM
  Agents (2410.07484)
https://huggingface.co/papers/2410.07484
2410.07484
paper
resource
https://huggingface.co/papers/2410.07484
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10. 
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10. 
Generative Agent Simulations of 1,000 People (2411.10109)
https://huggingface.co/papers/2411.10109
2411.10109
paper
resource
https://huggingface.co/papers/2411.10109
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11. 
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11. 
DynaSaur: Large Language Agents Beyond Predefined Actions (2411.01747)
https://huggingface.co/papers/2411.01747
2411.01747
paper
resource
https://huggingface.co/papers/2411.01747
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12. 
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12. 
PRefLexOR: Preference-based Recursive Language Modeling for Exploratory
  Optimization of Reasoning and Agentic Thinking (2410.12375)
https://huggingface.co/papers/2410.12375
2410.12375
paper
resource
https://huggingface.co/papers/2410.12375
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13. 
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13. 
Generative World Explorer (2411.11844)
https://huggingface.co/papers/2411.11844
2411.11844
paper
resource
https://huggingface.co/papers/2411.11844
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14. 
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14. 
Bel Esprit: Multi-Agent Framework for Building AI Model Pipelines (2412.14684)
https://huggingface.co/papers/2412.14684
2412.14684
paper
resource
https://huggingface.co/papers/2412.14684
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15. 
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15. 
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science
  Competitions (2410.20424)
https://huggingface.co/papers/2410.20424
2410.20424
paper
resource
https://huggingface.co/papers/2410.20424
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**15 Agentic Systems and Frameworks of 2024**

This year, we started our “AI Agents and Agentic Workflows” series (https://www.turingpost.com/t/AI-Agents) to explore everything about AI agents step by step: all the vocabulary, how they work, and how to build them. 
The huge interest in this series and the large number of studies conducted on agents showed that it was one of the most popular and important themes of the year. In 2025, most likely, agents will reach new highs – we will be covering that for you. Now, let’s review the agentic systems that have emerged this year.

Here is a list of 15 agentic systems and frameworks of 2024:

1. https://huggingface.co/papers/2412.13501

2. https://huggingface.co/papers/2411.03562

3. https://huggingface.co/papers/2408.06292

4. https://huggingface.co/papers/2412.01928

5. https://huggingface.co/papers/2410.08164

6. https://huggingface.co/papers/2408.08435

7. https://huggingface.co/papers/2407.03502

8. https://huggingface.co/papers/2410.18603

9. https://huggingface.co/papers/2410.07484

10. https://huggingface.co/papers/2411.10109

11. https://huggingface.co/papers/2411.01747

12. https://huggingface.co/papers/2410.12375

13. https://huggingface.co/papers/2411.11844

14. https://huggingface.co/papers/2412.14684

15. https://huggingface.co/papers/2410.20424

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