Jan 8, 2026 · Low-friction RAG retrieval store and agent memory — Eventhouse’s vector similarity performance makes it realistic to use it as a retrieval store at scale in RAG pipelines (especially when you follow recommended practices (Vector16 encoding, and shard distribution tuning, see Optimizing Vector Similarity Search on Azure Data Explorer). create_and_poll Create a vector store which can be used to store and search document chunks for retrieval-augmented generation (RAG) use cases. I also attempted to use the Playground, but experienced the same issue. So my question is if it is all possible with just API requests using curl Can I create a vector s May 1, 2024 · I'm trying to create a Vector Store with some file attached: curl --location 'https://{HOST}. api. Ask your file repository questions – use Azure OpenAI to scan candidates resumes and create embeddings saving it to an in memory vector store (faiss – open source vector store) then query using GPT3. Easily connect LLMs to diverse data sources and external/internal systems, drawing from LangChain's vast library of integrations with model providers, tools, vector stores, retrievers, and more. Qdrant enables semantic similarit Oct 14, 2025 · Walmart’s new partnership with OpenAI will allow customers and members to shop with ChatGPT, creating an AI-first experience where shoppers can simply chat and select. Apr 18, 2024 · No, you need to create the vector store only one time and when you create an Assistant, you have to provide the vector store Id, that too one time. The database allows you to do similarity search, hybrid search (the combining of multiple search techniques, such as keyword-based and vector search), and generative search (like Q&A).

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