zep
Zep: Long-Term Memory for AI Assistants. (by getzep)
spaGO
Self-contained Machine Learning and Natural Language Processing library in Go (by nlpodyssey)
| zep | spaGO | |
|---|---|---|
| 16 | 11 | |
| 2,034 | 1,693 | |
| 7.6% | - | |
| 8.8 | 0.0 | |
| 25 days ago | 4 months ago | |
| Go | Go | |
| Apache License 2.0 | BSD 2-clause "Simplified" 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.
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.
zep
Posts with mentions or reviews of zep.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-22.
- Zep: Fast, scalable building blocks for production LLM apps
-
ICYMI August: Zep Vector DB, User Store, LangChain collabs & more!
I've read that many of you have started to look beyond LangChain for more advanced functionality and enhanced performance. Zep recently integrated with LlamaIndex and improved our Python and TypeScript SDKs to make it easier and faster to build apps without utilizing frameworks.
- Show HN: Zep – pgvector-based memory store for LLM apps
- Zep: A fast, async memory store for LLM applications
-
Handling chat histories that are longer than the context length?
Ultimately, a comprehensive solution will need to pull out only the relevant pieces of chat (using vector proximity search) and ensure that whatever is used ultimately fits into the prompt. The zep project looks promising. It's Apache 2 and it appears that the primary contributor has been working over the last several months on how to tackle this issue.
-
Zep Memory Store - New Features: JWT Authentication, Azure OpenAI APIs, & Configurable Hard Deletion
Great! Let me know if you have any difficulty doing so. Also, you can find our docs here: https://docs.getzep.com/
-
Discussion: Biggest Roadblocks to Deploy LLMs to Production
Thanks for sharing. Can you confirm that you're looking at Zep's documentation? https://docs.getzep.com/
- getzep/zep: Zep: A long-term memory store for LLM / Chatbot applications
- Zep: A long-term memory store for LLM apps, written in Go
- Has anyone had any success with making a Chain for a chatbot that stores conversations into Pinecone?
spaGO
Posts with mentions or reviews of spaGO.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-06.
- Machine Learning
-
ml for text
Take a look into https://github.com/nlpodyssey/spago. If you don't need GPU processing it could fit your needs
- SpaGO: A ML library in pure Go
-
Why can't Go be popular for machine learning?
CGO? Too much overhead in calling C functions (in which you can wrap libtorch or TF C++ code). And too much struggling woth CUDA (actually all GPU stuff). But, there are interesting attempts: https://github.com/gorgonia/gorgonia (I love it most), https://github.com/sugarme/gotch (bindings to libtorch), https://github.com/nlpodyssey/spago.
- Run Hugging Face Models in Go
- Self-Contained Machine Learning and Natural Language Processing Library in Go
- Spice.ai – open-source, time series AI for developers
- Show HN: Experiments on Machine Translation in Pure Go
- Experiments on Machine Translation in pure Go!
What are some alternatives?
When comparing zep and spaGO you can also consider the following projects:
local_llama - This repo is to showcase how you can run a model locally and offline, free of OpenAI dependencies.
go-nlp
langchaingo - LangChain for Go, the easiest way to write LLM-based programs in Go
prose - :book: A Golang library for text processing, including tokenization, part-of-speech tagging, and named-entity extraction.
zep-python - Zep: Long-Term Memory for AI Assistants (Python Client)
universal-translator - :speech_balloon: i18n Translator for Go/Golang using CLDR data + pluralization rules
zep-js - Zep - Long-Term Memory for AI Assistants (TypeScript Client)
go-i18n - Translate your Go program into multiple languages.
getlang - Natural language detection package in pure Go
paicehusk - Golang implementation of the Paice/Husk Stemming Algorithm
verbaflow - Neural Language Model for Go
dpar - Neural network transition-based dependency parser (in Rust)