R2R VS txtchat

Compare R2R vs txtchat and see what are their differences.

R2R

Build and deploy a fully-featured, observable, user-facing RAG backend in minutes. (by SciPhi-AI)

txtchat

💭 Retrieval augmented generation (RAG) and language model powered search applications (by neuml)
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R2R txtchat
4 17
1,304 228
7.8% 3.1%
9.8 6.9
3 days ago 5 months ago
HTML Python
MIT License Apache License 2.0
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.

R2R

Posts with mentions or reviews of R2R. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-05-09.
  • Show HN: Ellipsis – Automated PR reviews and bug fixes
    6 projects | news.ycombinator.com | 9 May 2024
    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
    5 projects | news.ycombinator.com | 26 Feb 2024

txtchat

Posts with mentions or reviews of txtchat. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-26.

What are some alternatives?

When comparing R2R and txtchat you can also consider the following projects:

txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

linen.dev - Lightweight Google-searchable Slack alternative for Communities

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.

InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
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