Milvus Adventures August 19, 2024

COMMUNITY

Our VP of Engineering, James Luan will be speaking at the Data for AI Meetup on August 29, 2024 at Microsoft Reactor in SF. You can also get a head start on the September meetups:

• Sept 5, 2024 | Unstructured Data Berlin Meetup Register

  • Multi Agent Systems with Mistral AI, Milvus and llama-agents - Stephen Batifol, Zilliz
  • Meghana Satish, GetYourGuide
  • Wang Bo, Jina AI

• Sept 9, 2024 | Unstructured Data SF Meetup Register

  • Christopher Nguyen, CEO, Aitomatic
  • Zhuo Li, CEO, Hyrdox.ai
  • Amit Sangani, Senior Director, Meta
  • (Lightning Talk) Jed Pitera, Strategy Co-lead, Sustainable Materials, IBM

• Sept 17, 2024 | Unstructured Data South Bay Meetup Register

  • Yi Ding, formerly of LlamaIndex
  • Kunal Sonalkar, Data Scientist, Nordstrom
  • Hakan Tekgul, Solutions Architect, Arize

• Sept 18, 2024 | Unstructured Data South Bay Meetup Register

  • David, DevRel, StreamNative
  • Tim Spann, Principal DevRel, Zilliz
  • Unstract

Learn about Natural Language Processing (NLP)

• ColBERT Embedding Model | Master ColBERT: Boost your search capabilities with this powerful token-level model.
• NLP Beginner Guide | Jumpstart your NLP journey with Zilliz Cloud's embedding tools.
• NLP Technologies | Track the evolution of NLP in deep learning - stay ahead of the curve.
• NLP Datasets | Find the best datasets for your NLP projects.
• Top NLP Tools | Supercharge your ML apps with top NLP tools and platforms.
• NLP Basics | Grasp key NLP concepts: tokens, n-grams, and bag-of-words models explained.
• NLP Applications | See NLP in action: from chatbots to transcription services.
• NLP Models | Discover the NLP models powering modern ML applications
• Transformers in AI | Unlock the power of transformer models in NLP.
• NLP and Vector DB | Combine NLP and vector databases for advanced data processing.
• Neural Networks NLP | Explore how neural networks and embeddings shape language models.
• OpenAI Embeddings | Create powerful embeddings with OpenAI models for NLP apps.

Large Language Models

• LLMs and Search | See how large language models are revolutionizing search tech.
• What Are LLMs? | Get the lowdown on large language models and their real-world uses.
• Top LLMs 2024 | Stay current: Learn about 2024's most influential language models.
• Prompt Engineering | Master prompt engineering for better NLP and AI outcomes.
• ChatGPT with LangChain | Boost ChatGPT with LangChain and Milvus - a developer's guide.

GITHUB REPOS

Milvus Milvus is an open-source vector database built to power embedding similarity search and AI applications.

Akcio: Enhancing LLM-Powered ChatBot with CVP Stack A full chatbot app all open-source for you to try out for your self!

GPT Cache. GPTCache is an open-source tool designed to improve the efficiency and speed of GPT-based applications by implementing a cache to store the responses generated by language models.

VectorDBBench. VectorDBBench is an open-source benchmarking tool to help you evaluate the performance of mainstream vector databases and cloud services with yoru specific use case.