Pezzo is a fully cloud-native and open-source LLMOps platform. Seamlessly observe and monitor your AI operations, troubleshoot issues, save up to 90% on costs and latency, collaborate and manage your prompts in one place, and instantly deliver AI changes

     

Click here to navigate to the Official Pezzo Documentation

In the documentation, you can find information on how to use Pezzo, its architecture, including tutorials and recipes for varius use cases and LLM providers.

Looking for a client that's not listed here? Open an issue and let us know!

If you simplay want to run the full Pezzo stack locally, check out Running With Docker Compose in the documentation.

If you want to run Pezzo in development mode, continue reading.

Here for Hacktoberfest? 🎉 Get started here 🚀 🎊.

CopilotKit is the open-source framework for integrating powerful AI Copilots into any application. Easily implement custom AI Chatbots, AI Agents, AI Textareas, and more

Table of Contents

• Getting Started
  • Quickstart & Tutorials
  • Examples & Starter Templates
• Building Blocks
  • Components
  • Hooks
• Contributing
• Get in touch
• License

There are several easy ways to get started with CopilotKit:

• Quickstart: Chatbot: In just two minutes, add an AI Chatbot to your app with the ability to read application state and take actions.
• Tutorial: Todo List Copilot: For a deeper dive into CopilotKit, take a simple todo list app and supercharge it with an AI chat popup.
• Tutorial: Textarea Autocomplete: For a deeper dive into CopilotKit, we'll take a simple email client app and add an AI-powered textarea with autocompletions and AI insertions/edits.

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GPT Researcher is an autonomous agent designed for comprehensive online research on a variety of tasks.

The agent can produce detailed, factual and unbiased research reports, with customization options for focusing on relevant resources and outlines. Inspired by the recent Plan-and-Solve and RAG papers, GPT Researcher addresses issues of misinformation, speed, determinism and reliability, offering a more stable performance and increased speed through parallelized agent work, as opposed to synchronous operations.

Our mission is to empower individuals and organizations with accurate, unbiased, and factual information by leveraging the power of AI.

• To form objective conclusions for manual research tasks can take time, sometimes weeks to find the right resources and information.
• Current LLMs are trained on past and outdated information, with heavy risks of hallucinations, making them almost irrelevant for research tasks.
• Current LLMs are limited to short token outputs…

Get your AI up and running in minutes, not months. SWIRL AI Connect is an open-source AI Connect platform that streamlines the integration of advanced AI technologies into business operations. It supports powerful features like Retrieval-Augmented Generation (RAG), Analytics, and Co-Pilot, enabling enhanced decision-making with AI and boosting enterprise AI transformation.

SWIRL operated without needing to move data into a vector database or undergo ETL processes. This approach not only enhances security but also speeds up the deployment. As a private cloud AI provider…

Open-source vector similarity search for Postgres

Store your vectors with the rest of your data. Supports:

• exact and approximate nearest neighbor search
• single-precision, half-precision, binary, and sparse vectors
• L2 distance, inner product, cosine distance, L1 distance, Hamming distance, and Jaccard distance
• any language with a Postgres client

Plus ACID compliance, point-in-time recovery, JOINs, and all of the other great features of Postgres

Compile and install the extension (supports Postgres 12+)

cd /tmp
git clone --branch v0.7.4 https://github.com/pgvector/pgvector.git
cd pgvector
make
make install # may need sudo

See the installation notes if you run into issues

You can also install it with Docker, Homebrew, PGXN, APT, Yum, pkg, or conda-forge, and it comes preinstalled with Postgres.app and many hosted providers. There are also instructions for GitHub Actions.

Ensure C++ support in Visual Studio is installed, and…

CI/CD for Terraform is tricky. To make life easier, specialised CI systems aka TACOS exist - Terraform Cloud, Spacelift, Atlantis, etc.

But why have 2 CI systems? Why not reuse the async jobs infrastructure with compute, orchestration, logs, etc of your existing CI?

Digger runs terraform natively in your CI. This is:

• Secure, because cloud access secrets aren't shared with a third-party
• Cost-effective, because you are not paying for additional compute just to run your terraform

• Terraform plan and apply in pull request comments
• Private runners - thanks to the fact that there are no separate runners! Your existing CI's compute environment is used
• Open Policy Agent (OPA) support for RBAC
• PR-level locks (on top of Terraform native state locks, similar to Atlantis) to avoid race conditions across multiple PRs
• Terragrunt, Workspaces, multiple Terraform versions, static analysis…

Logstash is part of the Elastic Stack along with Beats, Elasticsearch and Kibana. Logstash is a server-side data processing pipeline that ingests data from a multitude of sources simultaneously, transforms it, and then sends it to your favorite "stash." (Ours is Elasticsearch, naturally.). Logstash has over 200 plugins, and you can write your own very easily as well.

For more info, see https://www.elastic.co/products/logstash

You can find the documentation and getting started guides for Logstash on the elastic.co site

For information about building the documentation, see the README in https://github.com/elastic/docs

You can download officially released Logstash binaries, as well as debian/rpm packages for the supported platforms, from downloads page.

• Logstash Forum
• Logstash Documentation
• #logstash on freenode IRC
• Logstash Product Information
• Elastic Support

Logstash plugins are hosted in separate repositories under the logstash-plugins github organization. Each plugin is a self-contained Ruby…

🙏 If you are using GO Feature Flag please consider to add yourself in the adopters list.
This simple act significantly boosts the project's visibility and credibility, making a substantial contribution to its advancement.

If you want to support me and GO Feature Flag, you can also become a sponsor.

• 🎛️ GO Feature Flag
  • What is GO Feature Flag?
  • What can I do with GO Feature Flag?
  • Getting started with GO Feature Flag
  • Can I use GO Feature Flag with any language?
  • Where do I store my flags file?
  • Flags file format
  • Rule format
  • Evaluation Context
  • Variations
  • Rollout
    • Complex rollout strategy available
  • Notifiers
  • Export data
  • Linter
• How can I contribute?
  • Community Meetings
  • Contributors
  • Sponsors
  • Adopters

GO Feature Flag is a lightweight and open-source solution that provides a simple and complete feature flag implementation.

The solution has been…

⚙️ Install • 📚 Docs • 💬 Discord • 🙋‍♀️ Book Demo

Different database development tasks

Multiple database systems

Unified process

Single tool

🪜

Want to formalize the database change process but don't know how

Standard Operating Procedure (SOP) Standardize the database schema and data change process across different database systems, small or large tables and different tenants. SQL Review 100+ lint rules to detect SQL anti-patterns and enforce consistent SQL style in the organization. GitOps Point-and-click GitHub and GitLab integration to enable GitOps workflow for changing database.

🔮

Want to control the data access but don't know how?

All-in-one SQL Editor Web-based IDE specifically for performing SQL specific tasks. Data Masking State-of-the-art column level masking engine to cover complex situations like subquery, CTE. Data Access Control Organization level policy to centralize the data access control.

🔒

Want to avoid data leakage, change outage and…

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Create a free account »

Report a bug · Request a feature · Join our Discord · Roadmap · X · Contact us

Novu provides a unified API that makes it simple to send notifications through multiple channels, including Inbox/In-App, Push, Email, SMS, and Chat. With Novu, you can create custom workflows and define conditions for each channel, ensuring that your notifications are delivered in the most effective way possible.

• 🌈 Single API for all messaging providers (Inbox/In-App, Email, SMS, Push, Chat)
• 💅 Fully managed GitOps flow, deployed from your CI
• 🔥 Define workflow and step controls with…

The fastest way to develop full-stack web apps with React & Node.js

Web page | Docs

Wasp (Web Application Specification) is a Rails-like framework for React, Node.js, and Prisma.
Build your app in a day and deploy it with a single CLI command!

• 🚀 Quick start: Due to its expressiveness, you can create and deploy a production-ready web app from scratch with very few lines of concise, consistent, declarative code.
• 😌 No boilerplate: By abstracting away complex full-stack features, there is less boilerplate code. That means less code to maintain and understand! It also means easier upgrades.
• 🔓 No lock-in: You can deploy the Wasp app anywhere you like. There is no lock-in into specific providers; you have full control over the code (and can actually check it out in .wasp/ dir if you are interested ).

🔒…