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 15 nlp fundamentals tutorials tools tracked. 3 score above 50 (established tier). The highest-rated is lancedb/vectordb-recipes at 60/100 with 929 stars.

Get all 15 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=vector-db&subcategory=nlp-fundamentals-tutorials&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	lancedb/vectordb-recipes Resource, examples & tutorials for multimodal AI, RAG and agents using...	60	Established	929	Jupyter Notebook
2	ErickWendel/neo4j-ai-experiments Examples of my tutorial on how to use Neo4j for empowering AI RAG systems	52	Established	74	JavaScript
3	nath1295/LLMFlex A python package for developing AI applications with local LLMs.	51	Established	150	Python
4	Emirateyang/llm-agent Java library to simplify the integration of LLMs	41	Emerging	7	Java
5	Special-Unitary-Group/xolote Centralize your own research material and consult it with the power of AI and LLMs	24	Experimental	4	Jupyter Notebook
6	Emmanuel-Melon/learning-llms-from-scratch My personal journey and open notes on understanding AI/ML concepts by...	22	Experimental	1	CSS
7	Ratnesh-181998/advance-nlp-generative-ai LLM-engineering-nlp is a production-focused repository for Advanced NLP and...	22	Experimental	1	—
8	jolual2747/pycon-colombia-2024 Repo for PyCon Colombia 2024.	20	Experimental	7	Python
9	ViralBiyawala/Stanford_LLM_Tutor LLM Based Standford LLM Lecture BOT	19	Experimental	4	Jupyter Notebook
10	lemonjerome/i-hate-reading A NotebookLM-inspired agent that runs locally	14	Experimental	1	Python
11	MarinJursic/deepwalker High-precision knowledge extractor using LLMs, Vector Density analysis, and...	13	Experimental	—	Python
12	ashish-kamboj/llmops Fine-tuning, Evaluation and Deployment of LLM models	13	Experimental	—	Jupyter Notebook
13	WilliamWuuu/Auto_Standard_Generator Freshman Year Project	11	Experimental	4	SCSS
14	RiscadoA/singlestore-summer-hackathon-2023 LLM agent stuck in a barebones Pokemon-like world forced to fulfill useless goals	11	Experimental	3	Python
15	AndreLeclercq/AndreLeclercq Config files for my GitHub profile.	11	Experimental	1	—