embedchain
gpt-migrate
embedchain | gpt-migrate | |
---|---|---|
6 | 11 | |
8,541 | 6,712 | |
2.3% | - | |
9.8 | 7.5 | |
7 days ago | 2 months ago | |
Python | Python | |
Apache License 2.0 | MIT License |
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.
embedchain
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Ask HN: How do I train a custom LLM/ChatGPT on my own documents in Dec 2023?
You can use embedchain[1] to connect various data sources and then get a RAG application running on your local and production very easily. Embedchain is an open source RAG framework and It follows a conventional but configurable approach.
The conventional approach is suitable for software engineer where they may not be less familiar with AI. The configurable approach is suitable for ML engineer where they have sophisticated uses and would want to configure chunking, indexing and retrieval strategies.
[1]: https://github.com/embedchain/embedchain
- Embedchain
- Framework to easily create LLM powered bots over any dataset
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[D] Hardest thing about building with LLMs?
Langchain is a big wrapper in itself and people can't be bothered to even use that to write 10 lines of code. Look at the traction this project is getting https://github.com/embedchain/embedchain, at it's heart it's just using few modules from langchain. The whole thing, chunking+embedding+retrieval+promoting can be done in 100 lines without langchain and embedchain.
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AI — weekly megathread!
Embedchain: a framework to easily create LLM powered bots over any dataset [Link].
- EmbedChain: Framework to easily create LLM powered bots over any dataset.
gpt-migrate
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Chidori – Declarative Framework for AI Agents (Rust, Python, and Node.js)
Also, even if it didn't have it you could use GPT-Migrate (shameless plug) https://github.com/0xpayne/gpt-migrate
- gpt-migrate: Easily migrate your codebase from one framework or language to another.
- GPT-Migrate: Easily migrate your codebase from one framework or language to another.
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AI — weekly megathread!
GPT-Migrate: Easily migrate your codebase from one framework or language to another [Link].
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GPT Weekly - 3rd July Edition - Adobe’s Safety Net, Open-Source AI: Expanded Context Lengths and more.
Migrate code from one language/framework to another. I think this is very cool. Though you have to ensure all copyrights are in place. You cannot simply take a non-commercial code and convert it to something else and use it.
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Transfering code from one programming language to another with ChatGPT
Github
- GPT-Migrate converts repos from one lang/framework to another
What are some alternatives?
trulens - Evaluation and Tracking for LLM Experiments
chidori - A reactive runtime for building durable AI agents
HeimdaLLM - Constrain LLM output
gpt-author
WebGLM - WebGLM: An Efficient Web-enhanced Question Answering System (KDD 2023)
agent-protocol - Common interface for interacting with AI agents. The protocol is tech stack agnostic - you can use it with any framework for building agents.
openchat - OpenChat: Advancing Open-source Language Models with Imperfect Data
what_are_embeddings - A deep dive into embeddings starting from fundamentals
searchGPT - Grounded search engine (i.e. with source reference) based on LLM / ChatGPT / OpenAI API. It supports web search, file content search etc.
llmo - Your friendly terminal-based AI pair programmer
window.ai - Use your own AI models on the web