zep
zep-js
| zep | zep-js | |
|---|---|---|
| 16 | 3 | |
| 2,034 | 17 | |
| 7.6% | - | |
| 8.8 | 9.0 | |
| 24 days ago | 8 days ago | |
| Go | TypeScript | |
| Apache License 2.0 | Apache License 2.0 |
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
- Zep: Fast, scalable building blocks for production LLM apps
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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
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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.
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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/
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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?
zep-js
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Show HN: Ellipsis – Automated PR reviews and bug fixes
Hmm, that searches issues, which isn't the best way to see Ellipsis' work.
Example of PR review: https://github.com/getzep/zep-js/pull/67#discussion_r1594781...
Example of issue-to-PR: https://github.com/getzep/zep/issues/316
Example of bug fix on a PR: https://github.com/jxnl/instructor/pull/546#discussion_r1544...
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How do domain-specific chatbots work? A retrieval augmented generation overview
Relatedly, to have a useful chatbot you need to track chat history in a way very similar to augmenting with document retrieval, but you may need to generate embeddings and summaries as you go.
A friend of mine is working on an OSS memory system for chat apps that helps store, retrieve, summarize chat history, and documents to now, I believe, on top of LangChain: https://www.getzep.com/
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Show HN: Zep – Long-Term Memory Store for Conversational AI Apps
- When storing messages long-term, developers are exposed to privacy and regulatory obligations around PII, retention, and deletion of user data.
Zep aims to solve these challenges.
Zep and its Python and [Ja](https://github.com/getzep/zep-js)vascript client libraries have been open-sourced under the Apache License.
Learn more and contribute:
What are some alternatives?
local_llama - This repo is to showcase how you can run a model locally and offline, free of OpenAI dependencies.
zep-python - Zep: Long-Term Memory for AI Assistants (Python Client)
langchaingo - LangChain for Go, the easiest way to write LLM-based programs in Go
getlang - Natural language detection package in pure Go
verbaflow - Neural Language Model for Go
lingo - package lingo provides the data structures and algorithms required for natural language processing
Neurite - Fractal Graph Desktop for Ai-Agents, Web-Browsing, Note-Taking, and Code.
spaGO - Self-contained Machine Learning and Natural Language Processing library in Go
llm-api - simple HTTP API for LLMs
go-openai - OpenAI ChatGPT, GPT-3, GPT-4, DALL·E, Whisper API wrapper for Go