Salesforce ORG

LAVIS - A One-stop Library for Language-Vision Intelligence

A Python research library from Salesforce that bundles multiple vision-and-language AI models, including BLIP-2 and InstructBLIP, for image captioning, visual question answering, and text-to-image generation.

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.

Merlion: A Machine Learning Framework for Time Series Intelligence

🚀 State Management Tailored-Made for JS Applications

JA3 is a standard for creating SSL client fingerprints in an easy to produce and shareable way.

Home of CodeT5: Open Code LLMs for Code Understanding and Generation

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

Cloudsplaining is an AWS IAM Security Assessment tool that identifies violations of least privilege and generates a risk-prioritized report.

IAM Least Privilege Policy Generator

LSTM and QRNN Language Model Toolkit for PyTorch

Conditional Transformer Language Model for Controllable Generation

A large annotated semantic parsing corpus for developing natural language interfaces.

⚡️ LWC - A Blazing Fast, Enterprise-Grade Web Components Foundation

Kubernetes History Visualization

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RFC6265 Cookies and CookieJar for Node.js

Salesforce Lightning Design System for React

OmniXAI: A Library for eXplainable AI

Reactive stubs for gRPC

LogAI - An open-source library for log analytics and intelligence

Salesforce open-source LLMs with 8k sequence length.

Official release of the ProGen models

Unified Controllable Visual Generation Model

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Open-source pentesting management and automation platform by Salesforce Product Security

This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (NeurIPS22).

PyRCA: A Python Machine Learning Library for Root Cause Analysis

A collection of base component recipes for Lightning Web Components on Salesforce Platform

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI

Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)

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Salesforce CausalAI Library: A Fast and Scalable framework for Causal Analysis of Time Series and Tabular Data

PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper

Official code repository of "BERTology Meets Biology: Interpreting Attention in Protein Language Models."

Minimal library to train LLMs on TPU in JAX with pjit().

CodeGen2 models for program synthesis

Bazel rule for building Spring Boot apps as a deployable jar

An open, schema-driven language for configuring agent orchestration systems

PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)

Translating natural language questions to structured query language (SQL)

Automatically compile an AWS Service Control Policy that ONLY allows AWS services that are compliant with your preferred compliance frameworks.

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Interactive visualization framework for Runway models of distributed systems

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Rapidly apply hundreds of security controls in Azure

This repo holds two IDE projects. One is the Eclipse Feature for developing Bazel projects in Eclipse. The Bazel Eclipse Feature supports importing, building, and testing Java projects that are built using the Bazel build system. The other is the Bazel Java Language Server, which is a build integration for IDEs such as VS Code.

Lightweight mocking library in Apex

Resources for the "CTRLsum: Towards Generic Controllable Text Summarization" paper

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JavaScript Near Membrane Library that powers Lightning Locker Service

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Methods for online conformal prediction.

A fast Perforce to Git conversion tool written in C++ using Perforce Helix Core C++ API and Libgit2

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

Salesforce Automated Accessibility Testing Libraries

The official PyTorch implementation for arXiv'23 paper 'LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer'

AuditNLG: Auditing Generative AI Language Modeling for Trustworthiness

:trophy: Delightful Benchmarking & Performance Testing

An Istio starter template for Helm

CRAFT removes the language barrier to create Kubernetes Operators.

Shadow DOM-piercing query APIs for the browser.

Machine Learning for Information Retrieval

This repository maintains the QAConv dataset, a question-answering dataset on informative conversations including business emails, panel discussions, and work channels.

Codebase accompanying the Summary of a Haystack paper.

GQUIC Protocol Analyzer for Zeek (Bro) Network Security Monitor

Open source library for few shot NLP

A simple, logic-less, yet powerful templating engine for PHP

Python SDK for creating, managing and running agents with Agentforce

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MultiCloudJ: A Cloud Agnostic SDK for enabling open cloud development in Java

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An interactive way to learn bazel.

A pytorch Implementation of Open Vocabulary Object Detection with Pseudo Bounding-Box Labels

Extensible Formula Parser Engine with a Java, SQL, and Javascript execution engine.

A helm plugin for managing chart starters.

Code for the arXiv paper: "LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond"

An experimental multi-tenant distributed system platform

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Bazel Java development extension for VS Code

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Examples of testing with UTAM JavaScript

Official code repository for "Exploring Neural Models for Query-Focused Summarization".

Code for CVPR 2023 paper "Procedure-Aware Pretraining for Instructional Video Understanding"

Javascript BDD UI Automation Framework. Exclusive LWC Shadow DOM Support. Playwright, Webdriver.io, Appium, Saucelabs.

Utility that turns Bazel-built jars into Maven compatible artifacts

Fack answers frequently asked questions using Generative AI.

Audit content (pdfs, media files, images) sensitivity on urls

We construct and introduce DIALFACT, a testing benchmark dataset crowd-annotated conversational claims, paired with pieces of evidence from Wikipedia.

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Data abstraction, storage, discovery, and serving system

ImageOptimization is a JAVA batch program / service used to optimize images by reducing the size (less bytes) of images without changing the quality of the images. This process is known as lossless compression.

UTAM Java implementation

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Terraform provider for Policy Sentry (IAM least privilege generator and auditor)

CarbonJ - A high-performance drop-in replacement to carbon-relay and carbon-cache

daemonset based prometheus exporter for ephemeral volume data

Simple, readable, declarative APIs for Django

JVM Warmup Engine

The official Terraform Provider for Mulesoft Anypoint Platform

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Code and datasets for the salesforce AI research paper on prompt leakage and multi-turn threats against LLMs

Library for soft prompt tuning

Examples of testing with UTAM Java

Codemods for Lightning Web Components

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Contrastive Learning with Model Augmentation

Risk measurement and management framework

Simplified recipes for preparing commonly used speech datasets, and a PyTorch-compatible Python data loader that can perform standard feature computations & data augmentations.

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Code for Salesforce Research paper, CASPI: Causal-aware Safe Policy Improvement for Task-oriented dialogue - https://arxiv.org/abs/2103.06370

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The base connector is an SDK for partner telephony systems that integrate with Salesforce Service Cloud Voice.

Agentforce inline chat experience

Code and data for the NAACL 2024 paper "Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles"

Eclipse Java Compiler (ECJ) for Bazel

Work on user interface and the REST API for the Policy Sentry UI

🥑 Continuous contract testing tool for HTTP APIs

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INV-CDIP Dataset

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Data and code for Salesforce Research paper, GAEA: Graph Augmentation for Equitable Access via Reinforcement Learning - https://arxiv.org/abs/2012.03900 . The paper provides methods for constraint graph augmentation and optimal facility placement problems

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Anypoint Platform Clients for Golang

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A scheduling service for salesforce/orchard

PyTorch code for Learning Label Modular Prompts for Text Classification in the Wild

Deploy bazel binary targets to heroku.

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A Scala library for type-aligned sequences

Read-only mirror for documentation in the internal Locker monorepo

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Code for paper: Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems

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Custom challenge type plugin for CTFd

Official code and data release for Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning, accepted by findings of EACL 2024.

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Plugin to use LWC within Webpack

Policies for logback logger rolling appender that ships logs to S3

OAS specifications for Anypoint Platform Resources

Plugin for WebDriverIO that makes CSS selectors "just work" with the shadow DOM

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Invalidatable Reverse Proxy Cache - PoC

This project is an attempt to build a cross-platform notification library in python.

Serve up real-time events for Refocus

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Locker

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Contains yaml files to help kickstart setting up your AWS account for App Analytics Delivery Config

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remark-lint rule to validate missing alt text for the image in markdown.

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