Thought of the day: Instead of chunking a document and generating an embedding for each of those chunks, store a single document with multiple embeddings (for each chunk + summary chunk(s)) and consider all these embeddings when trying to find relevant documents for a particular input... #llm #rag #vectorstore
#vectorstore
Video: Using an external Azure AI Search Vector store in Azure AI Foundry Prompt Flow.
https://youtu.be/v3hcfY1oe_k?si=GlAApFy1rD7sz3nj
@thetrainingboss #azureaifoundry #azureaisearch #embedding #vectorstore #promptflow #lookup
Explored efficient AI data retrieval with RAG & Redis in my latest blog. A deep dive into ETL for weather data. https://buff.ly/3AkeFBa #AI #DataProcessing #ETL #Redis #VectorStore #OpenAI
[LangChain編] 新リリース Oracle Database 23ai と Cohere で実装するエンタープライズRAG
https://qiita.com/ksonoda/items/d434aca84d6e6dacb3f1?utm_campaign=popular_items&utm_medium=feed&utm_source=popular_items
新リリース Oracle Database 23ai と Cohere で実装するエンタープライズRAG
https://qiita.com/ksonoda/items/c300e734a5b1bef7b872?utm_campaign=popular_items&utm_medium=feed&utm_source=popular_items
生成AIでセキュリティの課題をどこまで改善できるか考える
https://developers.cyberagent.co.jp/blog/archives/45548/
#developers #エンジニア #Bedrock #LLM #Qdrant #RAG #SSG #VectorStore #セキュリティ #生成AI
⬆️🧵 #AI #Learnathons🧵⬇️
3) 🗼 Berlin, December 14th at the @KNIME Berlin office with Armin Rudd
https://meetup.com/berlin-knime-users/events/296852930/
#lowcodenocode #datascience #machinelearning #vectorstore #knowledgebase #LLM #PromptEngineering #ChatBot #GenerativeAI #dataapps #KNIME
⬆️🧵 #AI #Learnathons🧵⬇️
2) 🏰 Nottingham, November 30th at Nottingham Trent Univeristy with Daphiny Pottmaier and Girinath G. Pillai
https://meetup.com/knime-user-group-uk/events/296716982/
#lowcodenocode #datascience #machinelearning #vectorstore #knowledgebase #LLM #PromptEngineering #ChatBot #GenerativeAI #dataapps
⬆️🧵 #AI #Learnathons🧵⬇️
1) ⚓ Hamburg, November 23rd at
@Kuehne_Nagel
with Alessandro Romano
https://meetup.com/hamburg-knime-meetup/events/296653789/
#lowcodenocode #datascience #machinelearning #vectorstore #knowledgebase #LLM #PromptEngineering #ChatBot #GenerativeAI #dataapps
📣 #KNIME #AI Learnathons are here!
https://knime.com/events?type=888
⬇️🧵⬇️
#lowcodenocode #visualprogramming #datascience #LargeLanguageModel #machinelearning #vectorstore #knowledgebase #LLM #PromptEngineering #ChatBot #GenerativeAI #dataapps
⬆️🧵 #KNIME #DataApp Examples 🧵⬇️
#ChatBot for asking specific questions on a just uploaded #PDF powered by #OpenAI and a #VectorStore
Read more on how to deploy a #CustomLLM into a #DataApp at: https://knime.com/blog/baking-ai-into-apps
Implemented the changes to bring my own data from #Pinecone #VectorStore to #Azure OpenAI #ChatGPT
https://github.com/microsoft/azurechatgpt/issues/43#issuecomment-1668382534
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