TheVault vs DB-GPT

TheVault

[EMNLP 2023] The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation (by FSoft-AI4Code)

Source Code

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DB-GPT

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents (by eosphoros-ai)

Database gpt-4 langchain vicuna Private Security

Source Code

docs.dbgpt.site

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TheVault		DB-GPT
	Project
4	Mentions	10
78	Stars	10,943
-	Growth	8.4%
7.9	Activity	9.9
3 months ago	Latest Commit	6 days ago
Jupyter Notebook	Language	Python
MIT License	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.

TheVault

Posts with mentions or reviews of TheVault. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-02.

(2/2) May 2023
14 projects | /r/dailyainews | 2 Jun 2023

A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation (https://github.com/FSoft-AI4Code/TheVault)
List of code generation datasets (open source)
4 projects | /r/datasets | 30 May 2023

TheVault
[P] Fine-tuning LLaMA on TheVault by AI4Code
2 projects | /r/LocalLLaMA | 30 May 2023

I essentially want to fine-tune LLaMA on a dataset that's geared towards code generation. After a bit of research I found TheVault which seems good enough for the job (let me know if there are better datasets tho).
[R] Introducing The Vault: A new multilingual dataset for advancing code understanding and generation.
1 project | /r/MachineLearning | 12 May 2023

Github page: https://github.com/FSoft-AI4Code/TheVault

DB-GPT

Posts with mentions or reviews of DB-GPT. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-02.

(2/2) May 2023
14 projects | /r/dailyainews | 2 Jun 2023

Interact your data and environment using the local GPT (https://github.com/csunny/DB-GPT)
FLaNK Stack Weekly 29 may 2023
19 projects | dev.to | 30 May 2023
GitHub - csunny/DB-GPT: Interact your data and environment using the local GPT, no data leaks, 100% privately, 100% security
1 project | /r/codegen | 23 May 2023
DB-GPT - OSS to interact with your local LLM
1 project | /r/programming | 23 May 2023

1 project | /r/AutoGPT | 22 May 2023

1 project | /r/AI_Agents | 22 May 2023
Show HN: DB-GPT, an LLM tool for database
1 project | /r/patient_hackernews | 23 May 2023

1 project | /r/hackernews | 23 May 2023

1 project | /r/hypeurls | 22 May 2023

3 projects | news.ycombinator.com | 22 May 2023

What are some alternatives?

When comparing TheVault and DB-GPT you can also consider the following projects:

GirlfriendGPT - Girlfriend GPT is a Python project to build your own AI girlfriend using ChatGPT4.0

private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks

tree-of-thoughts - Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%

GPTCache - Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

code_contests

gorilla - Gorilla: An API store for LLMs

waymo-open-dataset - Waymo Open Dataset

zamm - Experimental AI chat app

whylogs - An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

Propan - Propan is a powerful and easy-to-use Python framework for building event-driven applications that interact with any MQ Broker

datasets - 🎁 5,400,000+ Unsplash images made available for research and machine learning

jj - JSON Stream Editor (command line utility)