gpt_index
backstage
gpt_index | backstage | |
---|---|---|
48 | 125 | |
7,332 | 26,383 | |
- | 1.4% | |
9.8 | 10.0 | |
about 1 year ago | 5 days ago | |
Python | TypeScript | |
MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
gpt_index
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Basic links to get started with Prompt Programming
LLAMA Index Github repository
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Leak: Metas GPT-Herausforderer LLaMA als Torrent verfügbar
Zuwendungen kommen auch so langsam ( LLamaIndex ) https://github.com/jerryjliu/gpt_index
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Large language models are having their Stable Diffusion moment
This is exactly what LlamaIndex is meant to solve!
A set of data structures to augment LLM's with your data: https://github.com/jerryjliu/gpt_index
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ChatGPT's API Is So Good and Cheap, It Makes Most Text Generating AI Obsolete
This is what we've designed LlamaIndex for! https://github.com/jerryjliu/gpt_index. Designed to help you "index" over a large doc corpus in different ways for use with LLM prompts.
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Is there a way I can have ChatGPT look at a document of mine?
https://github.com/jerryjliu/gpt_index might be close to what you need.
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AI is making it easier to create more noise, when all I want is good search
I would start with https://gpt-index.readthedocs.io/en/latest/ and https://langchain.readthedocs.io/en/latest/
- GitHub - jerryjliu/gpt_index: LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data.
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Using OpenAI with self hosted knowledge database
People have been doing this with https://github.com/jerryjliu/gpt_index
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Long form content
Here is a link to the repository. Take a look at the overview section of the readme. https://github.com/jerryjliu/gpt_index
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LLaMA: A foundational, 65B-parameter large language model
(creator of gpt index / llamaindex here https://github.com/jerryjliu/gpt_index)
Funny that we had just rebranded our tool from GPT Index to LlamaIndex about a week ago to avoid potential trademark issues with OpenAI, and turns out Meta has similar ideas around LLM+llama puns :). Must mean the name is good though!
Also very excited to try plugging in the LLaMa model into LlamaIndex, will report the results.
backstage
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# Enable Developers on SAP BTP with Terraform, GitHub Actions and Backstage
apiVersion: scaffolder.backstage.io/v1beta3 # https://backstage.io/docs/features/software-catalog/descriptor-format#kind-template kind: Template metadata: name: sample-btpsubaccount-remote-template title: Remote Template for SAP BTP Subaccount Setup description: A remote template that creates a basic SAP BTP Subaccount setup tags: - sap - btp - basic - javascript spec: owner: user:guest type: service
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APIMatic SDKs in Backstage Developer Portal
Backstage is an open-source platform developed by Spotify for managing the entire lifecycle of developer infrastructure, including services, APIs, documentation, and more. Backstage streamlines the development process through its centralized and customizable platform, offering a unified dashboard that consolidates information on projects, services, and infrastructure. Acting as a service catalog enhances transparency by allowing teams to document and discover internal services easily. Backstage's extensible architecture supports a robust plugin ecosystem, enabling teams to tailor the platform to their specific workflows and preferences. The platform promotes collaboration, accelerates onboarding through standardized documentation, and integrates seamlessly with various DevOps tools.
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The 2024 Web Hosting Report
It’s also well understood that having a k8s cluster is not enough to make developers able to host their services - you need a devops team to work with them, using tools like delivery pipelines, Helm, kustomize, infra as code, service mesh, ingress, secrets management, key management - the list goes on! Developer Portals like Backstage, Port and Cortex have started to emerge to help manage some of this complexity.
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Ask HN: How do you organize software documentation at work?
We use Confluence and markdown files in GitHub. I think we are moving a lot of our docs to Backstage [0] soon.
One process that ends up being really valuable for documentation purposes is our "Architecture Review Documents". This is a standard document that team leads fill out before starting work on a new Saga/Epic/Feature/whatever. It includes the scope and business value of a new feature or large block of work, high level technical architecture of implementation, the impact on existing database schemas and service APIs, etc. This document is presented in a meeting with technical leadership in our organization who deep dive on the topic and explore potential pitfalls in the plan.
The document and recording of that meeting live on forever, and this information is very useful when getting acquainted with a certain part of our product/codebase. You are able to read and hear clearly the intention of a certain service or module, and you can identify several relevant points of contact to ask questions to.
[0] https://backstage.io/
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Tools used by the top 1% of Platform Engineers and their Commercial Open Source Alternatives
Check the Backstage repo on GitHub
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10 open source tools that platform, SRE and DevOps engineers should consider in 2024.
Backstage - An open platform for building developer portals. [Internal Developer Portal]
- Backstage: An open platform for building developer portals
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Champion Building - How to successfully adopt a developer tool
So you've just bought a new platform tool? Maybe it's Hashicorp Vault? Snyk? Backstage? You’re excited about all of the developer experience, security and other benefits you're about to unleash on your company—right? But wait…
- Terraform Self-Service platform / Internal Developer Platform solutions
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Developer productivity for fun and profit - Part 2
The idea is to have a central point where people can find standards, documentation, and designs. The team can do this with a specialized tool like Backstage, Confluence, Github, Google Docs, or some internal implementation. The software is not the most important thing here, but having an easy way to find what is needed for the person to be more productive.
What are some alternatives?
langchain - ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain]
cookiecutter - A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
llama - Inference code for Llama models
atlantis - Terraform Pull Request Automation
awesome-chatgpt-prompts - This repo includes ChatGPT prompt curation to use ChatGPT better.
api-management-developer-portal - Developer portal provided by the Azure API Management service.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
C4-PlantUML - C4-PlantUML combines the benefits of PlantUML and the C4 model for providing a simple way of describing and communicate software architectures
nanoGPT - The simplest, fastest repository for training/finetuning medium-sized GPTs.
gitops-flux-helm
finetuner - :dart: Task-oriented embedding tuning for BERT, CLIP, etc.
Clutch - Fast iOS executable dumper