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Sumanth

@Sumanth_077

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Following
17K
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2K
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10K

Simplifying LLMs, RAG, Machine Learning & AI Agents for you! • ML Developer Advocate • Shipping Open Source AI apps

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Joined July 2021
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@Sumanth_077
Sumanth
4 months
AI Engineering Toolkit! I have curated list of 100+ LLM libraries and frameworks for training, fine-tuning, building, evaluating, deploying, RAG, and AI Agents! 100% Open Source
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@Sumanth_077
Sumanth
1 hour
If you found it useful, reshare it with your network. Follow me → @Sumanth_077 for more such content and tutorials on ML, LLMs and AI Agents! https://t.co/kUdEa0ktBs
@Sumanth_077
Sumanth
1 hour
This repo covers everything you need to learn about MLOps! Made with ML is a comprehensive guide that combines machine learning with software engineering to design, develop, and deploy production-grade applications. It focuses on the full lifecycle of building an end-to-end
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@Sumanth_077
Sumanth
1 hour
This repo covers everything you need to learn about MLOps! Made with ML is a comprehensive guide that combines machine learning with software engineering to design, develop, and deploy production-grade applications. It focuses on the full lifecycle of building an end-to-end
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@Sumanth_077
Sumanth
2 days
If you found it useful, reshare it with your network. Follow me → @Sumanth_077 for more such content and tutorials on ML, LLMs and AI Agents! https://t.co/RJAc5uz093
@Sumanth_077
Sumanth
2 days
RAG engine for deep document understanding! RAGFlow is an open-source RAG engine for deep document understanding and streamlined knowledge workflows from complex data formats. Key features: • Template-based chunking that understands document structure • Citation-backed
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@Sumanth_077
Sumanth
2 days
RAG engine for deep document understanding! RAGFlow is an open-source RAG engine for deep document understanding and streamlined knowledge workflows from complex data formats. Key features: • Template-based chunking that understands document structure • Citation-backed
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@akshay_pachaar
Akshay 🚀
2 days
NaiveRAG is fast but dumb. GraphRAG is smart but slow. This open-source solution fixes both. RAG systems have a fundamental problem: They treat documents as isolated chunks. No connections. No context. No understanding of how things relate. Graph RAG addresses this, but
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@Sumanth_077
Sumanth
3 days
If you found it useful, reshare it with your network. Follow me → @Sumanth_077 for more such content and tutorials on ML, LLMs and AI Agents! https://t.co/HxKrZB8V4x
@Sumanth_077
Sumanth
3 days
Build a Large Language Model from scratch! This repository contains the code examples for developing, pretraining, and finetuning a LLM from scratch. It is the official codebase for the book Build a Large Language Model (From Scratch). Notebook examples are included for each
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@Sumanth_077
Sumanth
3 days
Build a Large Language Model from scratch! This repository contains the code examples for developing, pretraining, and finetuning a LLM from scratch. It is the official codebase for the book Build a Large Language Model (From Scratch). Notebook examples are included for each
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@Sumanth_077
Sumanth
5 days
Turn High-Volume PDFs into LLM-Ready data with Vision-First Agentic Document AI! LandingAI has released Agentic Document Extraction (ADE) DPT-2 Mini, a lightweight variant of the Document Pretrained Transformer 2 (DPT-2) designed for high-volume document workflows. It’s ideal
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@Sumanth_077
Sumanth
5 days
If you found it useful, reshare it with your network. Follow me → @Sumanth_077 for more such content and tutorials on ML, LLMs and AI Agents! https://t.co/ICwuAaRhKI
@Sumanth_077
Sumanth
5 days
Turn High-Volume PDFs into LLM-Ready data with Vision-First Agentic Document AI! LandingAI has released Agentic Document Extraction (ADE) DPT-2 Mini, a lightweight variant of the Document Pretrained Transformer 2 (DPT-2) designed for high-volume document workflows. It’s ideal
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@Sumanth_077
Sumanth
5 days
Turn High-Volume PDFs into LLM-Ready data with Vision-First Agentic Document AI! LandingAI has released Agentic Document Extraction (ADE) DPT-2 Mini, a lightweight variant of the Document Pretrained Transformer 2 (DPT-2) designed for high-volume document workflows. It’s ideal
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@Sumanth_077
Sumanth
6 days
Fine-tune LLM agents without fine-tuning LLMs! Memento is a memory based continual learning framework for LLM agents that lets them learn from experience over time without touching model weights. It maintains a Case Bank of past trajectories including tasks, step sequences,
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@Sumanth_077
Sumanth
6 days
If you found it useful, reshare it with your network. Follow me → @Sumanth_077 for more such content and tutorials on ML, LLMs and AI Agents! https://t.co/LtVndA8F5S
@Sumanth_077
Sumanth
6 days
Fine-tune LLM agents without fine-tuning LLMs! Memento is a memory based continual learning framework for LLM agents that lets them learn from experience over time without touching model weights. It maintains a Case Bank of past trajectories including tasks, step sequences,
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@Sumanth_077
Sumanth
6 days
Fine-tune LLM agents without fine-tuning LLMs! Memento is a memory based continual learning framework for LLM agents that lets them learn from experience over time without touching model weights. It maintains a Case Bank of past trajectories including tasks, step sequences,
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111
515
@Sumanth_077
Sumanth
8 days
Finally, a practical, open project structure for building AI agents! Better Agents is a CLI tool and standards kit for building production-ready agent projects. Most agentic projects start without a real structure. Testing, evaluation, and prompt versioning get added only when
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@Sumanth_077
Sumanth
8 days
If you found it useful, reshare it with your network. Follow me → @Sumanth_077 for more such content and tutorials on ML, LLMs and AI Agents! https://t.co/3ocDG5CtSb
@Sumanth_077
Sumanth
8 days
Finally, a practical, open project structure for building AI agents! Better Agents is a CLI tool and standards kit for building production-ready agent projects. Most agentic projects start without a real structure. Testing, evaluation, and prompt versioning get added only when
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