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

     

✨ Features

Documentation

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.

Supported Clients

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

Getting Started - Docker Compose

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.

The Open-Source Copilot Platform

in-app chatbots, and AI-enabled Textareas.

Explore the docs »

Join our Discord · Website · Report Bug · Request Feature

Questions? Book a call with us »

Copilot support: We're happy to support your Copilot integration efforts.
You can receive support on our discord or by booking a call with us.

Fundemental building blocks for powering rich Copilot experiences and AI-native applications.

Code-first & fully customizable.
(also works out of the box)

Use OpenAI or bring your own LLM.

🌟 <CopilotChat />:
Build in-app AI chatbots that can "see" the current app state + take action inside your app.
The AI chatbot can talk to your app frontend & backend, and to 3rd party services (Salesforce, Dropbox, etc.) via plugins.
AI "second brain" for your users, on tap.

🌟 <CopilotTextarea />:
AI-assisted text generation. Drop-in replacement for any <textarea />.
Autocompletions + AI editing +…

🔎 GPT Researcher

• English
• 中文

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, outlines, and lessons. Inspired by the recent Plan-and-Solve and RAG papers, GPT Researcher addresses issues of 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.

Why GPT Researcher?

• 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.
• Solutions that enable web search (such as ChatGPT + Web…

Swirl is open source software that simultaneously searches multiple content sources and returns AI ranked results. Prompt your choice of Generative AI using the top N results to get answers incorporating your own data.

Swirl can connect to:

• Databases (SQL, NoSQL, Google BigQuery)
• Public data services (Google Programmable Search Engines, ArXiv.org, etc.)
• Enterprise sources (Microsoft 365, Jira, Miro, etc.)

And generate insights with AI and LLMs like ChatGPT. Start discovering and generating the answers you need based on your data.

Swirl is as simple as ABC: (a) Download YML, (b) Start in Docker, (c) Search with Swirl. From there, add credentials to preloaded SearchProviders to get results from more sources.

🚀 Try Swirl with ChatGPT

Swirl with ChatGPT as a…

pgvector

Open-source vector similarity search for Postgres

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

• exact and approximate nearest neighbor search
• L2 distance, inner product, and cosine distance
• any language with a Postgres client

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

Installation

Linux and Mac

Compile and install the extension (supports Postgres 12+)

cd /tmp
git clone --branch v0.6.0 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, or conda-forge, and it comes preinstalled with Postgres.app and many hosted providers. There are also instructions for GitHub Actions.

Windows

Ensure C++ support in Visual Studio is installed, and run:

call "C:\Program Files\Microsoft Visual Studio\2022\Community\VC\Auxiliary\Build\vcvars64.bat"

Note: The exact path will vary…

Community Slack | Schedule a call | Demo Video | Docs

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

Features

• 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

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

Documentation and Getting Started

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

Downloads

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

Need Help?

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

Logstash Plugins

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

🎛️ GO Feature Flag

🙏 If you are using GO Feature Flag we've launched the GO Feature Flag Usage Survey, it would be awesome and super helpful if you can fill it.

Table of Contents

• What is GO Feature Flag?
• What can I do with GO Feature Flag?
• Getting started
  • Using the GO Module
  • Using Open Feature SDKs
• Can I use GO Feature Flag with any language?
• Where do I store my flags file?
• Flags file format
• Rule format
• Users
• Variations
• Get all flags for a specific user
• Rollout
• Notifiers
• Export data
• Linter
• How can I contribute?
• Contributors

What is GO Feature Flag?

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

The solution has been built to facilitate the usage of feature flags in your code without having to contact any vendor.

Originally, GO Feature Flag was designed as…

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

Different database development tasks

Multiple database systems

Unified process

Single tool

🪜

Change

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.

🔮

Query

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.

🔒

Secure

Want to avoid data leakage, change outage and…

The open-source notification infrastructure for developers

Explore the docs »




Report Bug
·
Request Feature
·
Join Our Discord
·
Roadmap
·
X
·
Notifications Directory

Available in: Node.js
· PHP
· Go
· Ruby
· Kotlin
· Elixir
· Rust
· Python
· Java

⭐️ Why Novu?

Novu provides a unified API that makes it simple to send notifications through multiple channels, including 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.

✨ Features

• 🌈 Single API for all messaging providers (In-App, Email, SMS, Push, Chat)
• 💅 Easily manage notifications over multiple channels
• 🚀 Equipped with a CMS for advanced layouts and design management
• 🛡 Built-in protection for missing…

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!

Why is Wasp awesome

• 🚀 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 ).

Features

🔒…