AgentCloud uses Qdrant as the vector store to efficiently store and manage large sets of vector embeddings. For a given user query the RAG application fetches relevant documents from vector store by analyzing how similar their vector representation is compared to the query vector. - Source: dev.to / 21 days ago

Great. Now that we have the embeddings, we need to store them in a vector database. We will be using Qdrant for this purpose. Qdrant is an open-source vector database that allows you to store and query high-dimensional vectors. The easiest way to get started with the Qdrant database is using the docker. - Source: dev.to / about 1 month ago

I took Qdrant for this project. The reason was that Qdrant stands for high-performance vector search, the best choice against use cases like finding similar function calls based on semantic similarity. Qdrant is not only powerful but also scalable to support a variety of advanced search features that are greatly useful to nuanced caching mechanisms like ours. - Source: dev.to / about 1 month ago

I'm currently looking to implement locally, using QDrant [1] for instance. I'm just playing around, but it makes sense to have a runnable example for our users at work too :) [2]. [1]. https://qdrant.tech/. - Source: Hacker News / 2 months ago

There are much better known examples, such as https://qdrant.tech/ and https://github.com/lancedb/lancedb. - Source: Hacker News / 3 months ago

Selecting a managed CI/CD platform removes the hassle of configuring and scaling your pipelines. Spacelift is a specialized CI/CD platform for IaC scenarios. It goes above and beyond the support that is offered by the plain backend system. Spacelift enables developer freedom by supporting multiple IaC providers, version control systems, and public cloud endpoints with precise guardrails for universal control. - Source: dev.to / 11 days ago

Check out also how Spacelift makes it easy to work with Terraform and Terragrunt. If you need any help managing your Terraform infrastructure, building more complex workflows based on Terraform, and managing AWS credentials per run, instead of using a static pair on your local machine, Spacelift is a fantastic tool for this. - Source: dev.to / 17 days ago

Similar to application code, the infrastructure and ops team adopt Terraform to manage their AWS infrastructure, ensuring repeatability and auditability of any change performed in live environments. Similar to application code, any infrastructure changes are applied via dedicated CI/CD pipelines. To perform any necessary configuration changes, they use a configuration management tool, such as Ansible, for... - Source: dev.to / 21 days ago

None of these are a replacement of Terraform Cloud (recently rebranded to HCP Terraform). For example, when you create a PR, it could affect multiple workspaces. The new experimental version of TFC/TFE (I refuse to call it HCP!) implements Stacks, which is something like a workflow, and links one workspace output to other workspace inputs. None of the open-source solutions, including the paid Digger [0], support... - Source: Hacker News / about 1 month ago

Spacelift | Remote | Europe | Full-time | Senior Software Engineer | $80k-$120k We're a VC-funded startup building an automation platform for Infrastructure-as-Code, adding a Policy-as-Code layer above it, in order to make IaC usable in bigger companies, where you have to take care of state consistency, selective permissions, a usable git flow, etc. On the backend we're using 100% Go with AWS primitives. We're... - Source: Hacker News / about 1 month ago