ayushgupta4897 / embedDBLinks
EmbedDB is an ultra-lightweight vector database designed for rapid prototyping of semantic search and RAG applications. The entire implementation is contained in a single Python file with minimal dependencies.
☆20Updated 7 months ago
Alternatives and similar repositories for embedDB
Users that are interested in embedDB are comparing it to the libraries listed below
Sorting:
- This repository will contain the presentation and python jupyter notebooks for my DataHack Summit 2025 conference talk, Building Effectiv…☆71Updated 2 months ago
- Experimentation on google's gemma model☆16Updated last year
- Multimodal AI workloads: batch inference, model training and online serving.☆73Updated 2 months ago
- Fine-tune an LLM to perform batch inference and online serving.☆113Updated 5 months ago
- A Hands-on Practical Guide to LlamaIndex☆33Updated last year
- BharatMLStack is an open-source, end-to-end machine learning infrastructure stack built at Meesho to support real-time and batch ML workl…☆585Updated this week
- Learn Pydantic AI agents, step by step, using local models and ollama☆132Updated 4 months ago
- Material for the series of seminars on Large Language Models☆34Updated last year
- A tutorial on how to use Model Context Protocol by Anthropic and Agent2Agent Protocol by Google☆96Updated 6 months ago
- Tutorials for converting natural language to SQL (NL2SQL) to fetch required data.☆17Updated 4 months ago
- Run Open Source/Open Weight LLMs locally with OpenAI compatible APIs☆121Updated 2 weeks ago
- 💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML☆139Updated 7 months ago
- ☆96Updated 7 months ago
- ☆58Updated 6 months ago
- Leetcode Intensive tutorial and study guide generated by llama-index, networkx, scikit-learn and pydantic☆114Updated last year
- Starter template for your ML/AI projects (uv package manager, RestAPI with FastAPI and Dockerfile support)☆31Updated 9 months ago
- ☆36Updated 11 months ago
- Coding an LLM and its building blocks from scratch.☆98Updated 7 months ago
- Research notes and extra resources for all the work at explodinggradients.com☆24Updated 7 months ago
- Learning PyTorch through the D2L book. A series of notebooks for the same☆27Updated 3 years ago
- ☆28Updated 6 months ago
- GPU Engineering for AI Systems☆66Updated last week
- 📚 Curated collection of engineering blogs detailing real-world applications of LLMs in solving specific business problems.☆96Updated last month
- LLM Prompting Engineering Simplified Book☆121Updated last year
- Public repository for sharing talk materials☆13Updated last year
- 🤖 AI Assistant fine-tuned to provide support for coding and design questions based on the latest trends in the industry.☆17Updated last year
- ☆211Updated 4 months ago
- Write tweets with AI Agents (CrewAI) and LLMs (Llama 3, GPT-4o)☆30Updated last year
- ☆47Updated last week
- ☆25Updated 6 months ago