embedchain
searchGPT
| embedchain | searchGPT | |
|---|---|---|
| 6 | 3 | |
| 8,541 | 570 | |
| 2.3% | - | |
| 9.8 | 7.2 | |
| 7 days ago | about 1 year 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.
searchGPT
What are some alternatives?
trulens - Evaluation and Tracking for LLM Experiments
chatGPT-cheatsheet - An ever-evolving introduction to ChatGPT, AI, and machine learning (including prompt examples and Python-built chatbots)
HeimdaLLM - Constrain LLM output
chatgpt-extractive-shortener - Shortens a paragraph of text with ChatGPT, using successive rounds of word-level extractive summarization.
WebGLM - WebGLM: An Efficient Web-enhanced Question Answering System (KDD 2023)
gpt4docstrings - Generating Python docstrings with OpenAI ChatGPT!!
openchat - OpenChat: Advancing Open-source Language Models with Imperfect Data
AutoLearn-GPT - ChatGPT learns automatically.
gpt-migrate - Easily migrate your codebase from one framework or language to another.
llm-leaderboard - A joint community effort to create one central leaderboard for LLMs.
llmo - Your friendly terminal-based AI pair programmer
aidoc - A simple CLI tool to generate documentation for your Python projects automatically.