dsensei
phasellm
dsensei | phasellm | |
---|---|---|
8 | 14 | |
251 | 443 | |
-0.4% | - | |
9.3 | 8.3 | |
6 months ago | 3 days ago | |
TypeScript | Python | |
GNU General Public License v3.0 only | MIT License |
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dsensei
- Show HN: Dsensei, pinpoint the root cause of metric change in one minute
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April 2023
Retrieve data from databases using natural language commands (https://github.com/logunify/dsensei)
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[Tutorial] Setup Your in House AI Slack Bot for Data Analytics in Natural Language
Learn more about our open source project on Github
- Say goodbye to complex SQL queries with DSensei, the open-source bot that understands natural language commands to retrieve information from databases like BigQuery, MySQL, and PostgreSQL.
- Open-source Slack bot for natural language data queries powered by ChatGPT
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Open source slack bot to answer natural language data questions
I am sharing an open source slack bot I built recently, https://github.com/logunify/dsensei/
- OSS ChatGPT Slack bot for nature language data question
phasellm
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Ask HN: Any recommended AI tools to analyze data and generate insights?
If you're looking for an open source solution you can customize, check out the ResearchLLM demo: https://phasellm.com/researchllm
Code: https://github.com/wgryc/phasellm/tree/main/demos-and-produc...
- PhaseLLM Eval: run batch LLM jobs and evals via visual front-end (MIT licensed)
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To everyone who is using alternative bots (e.g. Claude) - your comparisons?
Using Claude, Cohere, GPT-4, OpenAssistant. Formally swapping between them using PhaseLLM (open source library similar to LangChain).
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April 2023
Large language model evaluation and workflow framework from Phase AI. (https://github.com/wgryc/phasellm)
- Ask HN: Freelancer? Seeking freelancer? (June 2023)
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ResearchGPT: Automated Data Analysis and Interpretation
Fantastic questions! Re: working/not working at times -- this is still an issue. It's why I'm building PhaseLLM more broadly (https://github.com/wgryc/phasellm) -- need a robust pipeline that can also "reset" parts of itself if an LLM makes errors or mistakes.
You can see my prompts in this file: https://github.com/wgryc/phasellm/blob/main/demos-and-produc... I autogenerate a fairly big starting prompt and keep resubmitting it. It describes the data set extensively, which helps quite a bit.
That being said, a lot more can be done here around prompt optimization + making this more robust.
- ResearchGPT: LLMs to write stats code, analyze, and interpret results for you
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Best way to use GPT offline with own content?
That being said, you might want to actually run head-to-head tests between models. PhaseLLM (free, open source) allows you to build a workflow and plug and play various models (including Dolly 2.0 and GPT-4). Then you can run tests to see how much worse/better the various LLMs are and if that's acceptable for your use case.
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12-Apr-2023 AI Summary
Large language model evaluation and workflow framework from Phase AI. (https://github.com/wgryc/phasellm)
- PhaseLLM: Standardized Chat LLM API (Cohere, Claude, GPT) + Evaluation Framework
What are some alternatives?
CSharp-ChatBot-GPT - This repository contains a simple C# chatbot powered by OpenAI’s ChatGPT. The chatbot utilizes the RestSharp and Newtonsoft.Json libraries to interact with the ChatGPT API and process user input.
awesome-chatgpt - 🧠 A curated list of awesome ChatGPT resources, including libraries, SDKs, APIs, and more. 🌟 Please consider supporting this project by giving it a star.
sync-to-github - Sync your web content into a github repository, e.g. a conversation with ChatGPT.
telegram-chatgpt-concierge-bot - Interact with OpenAI's ChatGPT via Telegram and Voice.
chatgpt-mattermost-bot - A very simple implementation of a service for a mattermost bot that uses ChatGPT in the backend.
DeepSpeed - DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Zilon - Scheduled Task to Check Github Libraries Releases and Send Messages with Libraries Update
rel-events - The relevant React Events Library.
EditAnything - Edit anything in images powered by segment-anything, ControlNet, StableDiffusion, etc. (ACM MM)
kivy - Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS
PRBot - A Slack bot for open source maintainers & public teams.
prompt-engineering - ChatGPT Prompt Engineering for Developers - deeplearning.ai