Milvus Adventures August 7, 2024

COMMUNITY

I can't believe that we just had another full house at the Unstructured Data meetup in San Francisco, with our lovely hosts, Github! Palo Alto and NYC are next week so there is plenty of time to register and join us in person. Or, if you would like to give a talk, let us know!

• Unstructured Data SF Meetup video
• Unstructured Data Palo Alto Meetup register
• Unstructured Data NYCMeetup register

Learn About Gen AI

Explore the cutting edge of Generative AI (GenAI) and its impact on software development. From code generation to automated testing, GenAI is transforming how we build and maintain applications. Discover key frameworks, best practices, and potential pitfalls when integrating GenAI into your development workflow. Stay ahead of the curve and learn how to leverage this powerful technology in your projects.

• GenAI
• Building GenAI with Milvus
• GenAI in Ruby
• Evaluating GenAI
• GenAI and Logical Fallacies
• Website Chunking for GenAI

Get Started with LangChain

LangChain is a powerful framework for building language model applications. Learn how to quickly create chatbots, question-answering systems, and other NLP-driven tools using LangChain's intuitive APIs. We'll cover key concepts, basic setup, and practical examples to help you integrate large language models into your projects efficiently. Unlock the potential of AI in your applications with LangChain.

• Building an Open Source Chatbot with Milvus
• Self Querying in LangChain
• Build RAG with Langchain and Notion
• Experimenting with different LangChain Chunking Strategies
• LangChain Prompts
• Advanced Langchain
• Combine Langchain Multiple Documents
• Getting Started with Langchain
• Connecting to Milvus with LangChain
• Intro to LangChain
• LangChain Integration

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.