Java Pub House

Episode 106. Spring AI and Ollama

Yes, this is the great episode where we dive and RUN these crazy LLMs in our own computer, and not just that, we use Java to interact with them! So if you ever wanted to start experimenting with these llms, but didn't know where to start, this is the...

Episode 106. Spring AI and Ollama

Yes, this is the great episode where we dive and RUN these crazy LLMs in our own computer, and not just that, we use Java to interact with them! So if you ever wanted to start experimenting with these llms, but didn't know where to start, this is the great episode to dive into! http://www.javapubhouse.com/datadog We thank DataDogHQ for sponsoring this podcast episode Don't forget to SUBSCRIBE to our cool NewsCast OffHeap! http://www.javaoffheap.com/  - https://spring.io/projects/spring-ai  - https://ollama.com/  - https://www.baeldung.com/spring-ai  - https://www.youtube.com/playlist?list=PLZV0a2jwt22uoDm3LNDFvN6i2cAVU_HTH  - https://ollama.com/library/llama3 Do you like the episodes? Want more? Help us out! Buy us a beer! https://www.javapubhouse.com/beer And Follow us!  https://www.twitter.com/javapubhouse in Bluesky as well! https://bsky.app/profile/pubhouse.net

Episode 105. Neurons, AI, and LLMs

Allright, it is time to pull the curtain on all this AI stuff and really learn how it works! On this episode we dive deep into AI, and Neural Networks, refinenements, vector databases (and why we need them) so you can understand the underlying...

Episode 105. Neurons, AI, and LLMs

Allright, it is time to pull the curtain on all this AI stuff and really learn how it works! On this episode we dive deep into AI, and Neural Networks, refinenements, vector databases (and why we need them) so you can understand the underlying principles of AI and LLM! The field is so vast, intersting and more importantly it's going to be here to stay. So take a listen and keep learning on this new tool we should all be familiar with! http://www.javapubhouse.com/datadog We thank DataDogHQ for sponsoring this podcast episode Don't forget to SUBSCRIBE to our cool NewsCast OffHeap! http://www.javaoffheap.com/  - https://ollama.com/library/llama3.1/blobs/f1cd752815fc [https://ollama.com/library/llama3.1/blobs/f1cd752815fc]  - https://onnx.ai/ [https://onnx.ai/]  - https://partee.io/2022/08/11/vector-embeddings/ [https://partee.io/2022/08/11/vector-embeddings/]  - https://codelabs.milvus.io/vector-database-101-introduction-to-unstructured-data [https://codelabs.milvus.io/vector-database-101-introduction-to-unstructured-data]  - https://www.guru99.com/backpropogation-neural-network.html [https://www.guru99.com/backpropogation-neural-network.html]  - https://deeplearning4j.konduit.ai/ [https://deeplearning4j.konduit.ai/]  - https://spring.io/projects/spring-ai [https://spring.io/projects/spring-ai]  - https://medium.com/data-science-at-microsoft/how-large-language-models-work-91c362f5b78f [https://medium.com/data-science-at-microsoft/how-large-language-models-work-91c362f5b78f]  - https://www.v7labs.com/blog/neural-network-architectures-guide [https://www.v7labs.com/blog/neural-network-architectures-guide] Do you like the episodes? Want more? Help us out! Buy us a beer! https://www.javapubhouse.com/beer [https://www.javapubhouse.com/beer] And Follow us!  https://www.twitter.com/javapubhouse [https://www.twitter.com/javapubhouse]

Episode 104. It’s all about Apache Tika, the project that lets you index EVERYTHING.

So we continue to have guests in our show to talk to us about interesting things... This time is about Apache Tika. This is an incredible tool to do search file processing and metadata extraction. Think about that you have tons of unstructured files,...