zep-js
R2R
| zep-js | R2R | |
|---|---|---|
| 3 | 4 | |
| 19 | 1,304 | |
| - | 7.8% | |
| 9.3 | 9.8 | |
| 3 days ago | 6 days ago | |
| TypeScript | HTML | |
| 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.
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:
R2R
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Show HN: Ellipsis – Automated PR reviews and bug fixes
Hi HN, hunterbrooks and nbrad here from Ellipsis (https://www.ellipsis.dev). Ellipsis automatically reviews your PRs when opened and on each new commit. If you tag @ellipsis-dev in a comment, it can make changes to the PR (via direct commit or side PR) and answer questions, just like a human.
Demo video: https://www.youtube.com/watch?v=X61NGZpaNQA
So far, we have dozens of open source projects and companies using Ellipsis. We seem to have landed in a kind of sweet spot where there’s a good match between the current capabilities of AI tools and the actual needs of software engineers - this doesn’t replace human review, but it saves you time by catching/fixing lots of small silly stuff.
Here’s an example in the wild: https://github.com/relari-ai/continuous-eval/pull/38, where Ellipsis (1) adds a PR summary; (2) finds a bug and adds a review comment; (3) after a [human] user comments, generates a side PR with the fix; and (4) after a (human) user merges the side PR and adds another commit, re-reviews the PR and approves it
Here’s another example: https://github.com/SciPhi-AI/R2R/pull/350#pullrequestreview-..., where Ellipsis adds several comments with inline suggestions that were directly merged by the developer.
You can configure Ellipsis in natural language to enforce custom rules, style guides, or conventions. For example, here’s how the `jxnl/instructor` repo uses natural language rules to make sure that docs are kept in sync: https://github.com/jxnl/instructor/blob/main/ellipsis.yaml#L..., and here’s an example PR that Ellipsis came up with based on those rules: https://github.com/jxnl/instructor/pull/346.
Don’t worry, your code is never stored or used to train models (https://docs.ellipsis.dev/security).
Installing into your repo takes 2 clicks at https://www.ellipsis.dev. We’d really appreciate your feedback, thoughts, and ideas!
- Show HN: R2R – Open-source framework for production-grade RAG
What are some alternatives?
zep - Zep: Long-Term Memory for AI Assistants.
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
zep-python - Zep: Long-Term Memory for AI Assistants (Python Client)
canopy - Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone
SimplyRetrieve - Lightweight chat AI platform featuring custom knowledge, open-source LLMs, prompt-engineering, retrieval analysis. Highly customizable. For Retrieval-Centric & Retrieval-Augmented Generation.