NLP Fundamentals Tutorials Vector Databases

Educational resources, courses, and hands-on projects focused on core NLP and deep learning concepts, model training, and implementation from scratch. Does NOT include production applications, RAG systems, or domain-specific use cases like medical/financial/legal AI.

There are 22 nlp fundamentals tutorials tools tracked. 1 score above 50 (established tier). The highest-rated is lancedb/vectordb-recipes at 56/100 with 929 stars. 1 of the top 10 are actively maintained.

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#	Tool	Score	Tier	Stars	Language
1	lancedb/vectordb-recipes Resource, examples & tutorials for multimodal AI, RAG and agents using...	56	Established	929	Jupyter Notebook
2	ErickWendel/neo4j-ai-experiments Examples of my tutorial on how to use Neo4j for empowering AI RAG systems	49	Emerging	74	JavaScript
3	nath1295/LLMFlex A python package for developing AI applications with local LLMs.	48	Emerging	150	Python
4	Emirateyang/llm-agent Java library to simplify the integration of LLMs	34	Emerging	7	Java
5	ISNE11/CheatSheet-LLM Run local Large Language Models (LLMs) offline using Ollama – interact with...	29	Experimental	1	Python
6	lisekarimi/lexo 🗯️LLM toolkit for RAG, tuning, agents, and more	25	Experimental	6	Jupyter Notebook
7	Ratnesh-181998/advance-nlp-generative-ai LLM-engineering-nlp is a production-focused repository for Advanced NLP and...	23	Experimental	1	—
8	SuperDev699/CheatSheet-LLM 🛠️ Run local Large Language Models offline with ease using Ollama for...	22	Experimental	—	Python
9	EchoSilo/AI-Cookbook AI Cookbooks of Various Python Notebooks and code for using AI with various...	17	Experimental	4	Jupyter Notebook
10	Special-Unitary-Group/xolote Centralize your own research material and consult it with the power of AI and LLMs	17	Experimental	4	Jupyter Notebook
11	Emmanuel-Melon/learning-llms-from-scratch My personal journey and open notes on understanding AI/ML concepts by...	16	Experimental	1	CSS
12	lemonjerome/i-hate-reading A NotebookLM-inspired agent that runs locally	15	Experimental	1	Python
13	ashish-kamboj/llmops Fine-tuning, Evaluation and Deployment of LLM models	14	Experimental	—	Jupyter Notebook
14	Bladerex24/simple-llm 🚀 Explore a minimal, extensible LLM inference engine for efficient AI model...	14	Experimental	—	Python
15	jankovicsandras/ml Machine Learning, LLM and other Jupyter Notebooks and resources	14	Experimental	3	Jupyter Notebook
16	jolual2747/pycon-colombia-2024 Repo for PyCon Colombia 2024.	13	Experimental	7	Python
17	ViralBiyawala/Stanford_LLM_Tutor LLM Based Standford LLM Lecture BOT	12	Experimental	4	Jupyter Notebook
18	shloktalhar25/intel_unnati Intel Unnati Industrial training Project	11	Experimental	—	Python
19	tahmid-tanzim/deep-learning All Deep Learning Tutorials & Experiments	11	Experimental	—	Jupyter Notebook
20	MarinJursic/deepwalker High-precision knowledge extractor using LLMs, Vector Density analysis, and...	11	Experimental	—	Python
21	nikhil-shukl/LLM_Projects End-to-end Generative AI & RAG implementations using LangChain 1.x, FAISS,...	11	Experimental	—	Jupyter Notebook
22	Waseekk/NLP Natural Language Processing Projects	10	Experimental	1	Jupyter Notebook