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.