embedchain
gpt-author
embedchain | gpt-author | |
---|---|---|
6 | 5 | |
8,541 | 2,415 | |
2.3% | - | |
9.8 | 6.2 | |
7 days ago | about 1 month ago | |
Python | Jupyter Notebook | |
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 โ 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-author
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AI โ weekly megathread!
GPT-author: uses a chain of GPT-4 and Stable Diffusion API calls to generate an an entire novel, outputting an EPUB file [Link].
- GPT-author: generate an original fantasy novel using GPT-4 and Stable Diffusion
- gpt-author: Utilizes a chain of GPT-4 and Stable Diffusion API calls to generate an original fantasy novel. Users can provide an initial prompt and enter how many chapters theyโd like it to be, and the AI then generates an entire novel, outputting an EPUB file compatible with e-book readers.
- GPT-Author
What are some alternatives?
trulens - Evaluation and Tracking for LLM Experiments
gpt-migrate - Easily migrate your codebase from one framework or language to another.
HeimdaLLM - Constrain LLM output
openchat - OpenChat: Advancing Open-source Language Models with Imperfect Data
WebGLM - WebGLM: An Efficient Web-enhanced Question Answering System (KDD 2023)
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
aide - LLM shell and document interogator
bark - ๐ Text-Prompted Generative Audio Model
ripgrep - ripgrep recursively searches directories for a regex pattern while respecting your gitignore