SynapseML
chatsnack
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| SynapseML | chatsnack | |
|---|---|---|
| 18 | 6 | |
| 4,967 | 26 | |
| 0.6% | - | |
| 8.9 | 6.2 | |
| 8 days ago | 6 months ago | |
| Scala | Python | |
| MIT License | MIT License |
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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.
SynapseML
- FLaNK Stack Weekly for 12 September 2023
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Microsoft announces new tool for applying ChatGPT and GPT-4 at massive scales
Release Notes: https://github.com/microsoft/SynapseML/releases/tag/v0.11.0
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Data science in Scala
b) There are libraries around e.g. Microsoft SynapseML, LinkedIn Photon ML
- [N] Microsoft Announces New Integrations with OpenAI and MLFlow
- [N] Microsoft Releases new Integrations with OpenAI and MLflow as part of SynapseML
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[P] Microsoft releases SynapseML v0.9.5 with support for speech synthesis, anomaly detection, and geospatial analytics on large-scale data
Link to Release Notes: https://github.com/microsoft/SynapseML/releases/tag/v0.9.5
- Microsoft releases SynapseML v0.9.5 for distributed geospatial analytics, speech synthesis, and anomaly detection in PySpark.
- [P] SynapseML v0.9.5 announces support for geospatial analytics, speech synthesis, and anomaly detection on large-scale datasets
- Microsoft releases SynapseML v0.9.5 with support for speech synthesis, anomaly detection, and geospatial analytics on Apache Spark
chatsnack
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I just had the displeasure of implementing Langchain in our org.
It's an organic library evolving as the fast paced world of LLMs have. I put together my own style of library I like better, but mad props to langchain for keeping up so well with the craziest dev moment in our entire lives.
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Is there a plugin that maintains a prompt?
If you have the API, use a notebook? Or just use a library like chatsnack to reuse them from txt or yaml files.
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Finally took the plunge: just simply asked ChatGPT to produce a major work product.
I think they just meant it lets them change the system prompt like the API playground does (or like we can do with the API easily, e.g. like my little chatsnack library). By default the ChatGPT UI has its own system prompt that makes it work better for the UI that OpenAI made: https://i.imgur.com/uZZZ892.png
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Microsoft announces new tool for applying ChatGPT and GPT-4 at massive scales
This looks so cool! It's for the big kids, though. For those trying to use it on a smaller scale productively-- might be interested in the chatsnack library.
- Introducing chatsnack, free Python module for rapid development with ChatGPT API
What are some alternatives?
mmlspark - Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML]
gpt4-openai-api - Python package that provides (unofficial) API access to the GPT-4 through chat.openai.com. Works with langchain. Supports browsing, DALL-E 3, plugins, continuing generation.
isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
Free-AUTO-GPT-with-NO-API - Free Auto GPT with NO paids API is a repository that offers a simple version of Auto GPT, an autonomous AI agent capable of performing tasks independently. Unlike other versions, our implementation does not rely on any paid OpenAI API, making it accessible to anyone. [Moved to: https://github.com/IntelligenzaArtificiale/Free-Auto-GPT]
Tensorflow_scala - TensorFlow API for the Scala Programming Language
Free-Auto-GPT - Free Auto GPT with NO paids API is a repository that offers a simple version of Auto GPT, an autonomous AI agent capable of performing tasks independently. Unlike other versions, our implementation does not rely on any paid OpenAI API, making it accessible to anyone.
deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
openplayground-api - A reverse engineered Python API wrapper for OpenPlayground (nat.dev)
Breeze - Breeze is a numerical processing library for Scala.
simulatrex-engine - Enable decision-making based on simulations
azure-kusto-spark - Apache Spark Connector for Azure Kusto
openai-gpt4 - decentralising the Ai Industry, free gpt-4/3.5 scripts through several reverse engineered api's ( poe.com, phind.com, chat.openai.com, phind.com, writesonic.com, sqlchat.ai, t3nsor.com, you.com etc...) [Moved to: https://github.com/xtekky/gpt4free]