llm_agents VS leaptable

Compare llm_agents vs leaptable and see what are their differences.

llm_agents

Build agents which are controlled by LLMs (by mpaepper)
Deep Learning langchain llms Machine Learning
Source Code
paepper.com
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leaptable

Reframe - The fastest way to build, deploy, and manage LLM-powered agents on tabular data (dataframes, SQL tables and Spreadsheets). [Moved to: https://github.com/peterwnjenga/reframe] (by peterwnjenga)
Artificial intelligence Database nearest-neighbor-search Vector Deep Learning nnext neural-search neural-search-engine Agent langchain llms aigent retrieval-augmented-generation chain-of-thought

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llm_agents leaptable
6 3
884 162
- -
3.5 10.0
about 2 months ago 7 months ago
Python Python
MIT License Apache License 2.0
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llm_agents

Posts with mentions or reviews of llm_agents. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-04.

leaptable

Posts with mentions or reviews of leaptable. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-09-15.
  • AI and the End of Programming
    1 project | news.ycombinator.com | 19 Sep 2023
    As the parent comment says, LLMs are very good at giving plausible answers. Without checking each cell, then the data you eventually output becomes suspect.

    We've been trying to solve this problem at Leaptable (https://leaptable.co/). The crux is that while LLMs are still a black box, transparency in the way AI Agents interact with LLMs is key. For instance, seeing the outputs of each step in a chain-of-thought sequence helps debug common fallacies in the way the LLMs reason and built trust.

  • Textual Adds a Command Palette
    1 project | news.ycombinator.com | 16 Sep 2023
    This is very cool and I can see how it'd be helpful for users. How did you arrive at this feature? Slash command's discoverability is key. The commands serve as documentation and hints. Additionally, love the fact that users can create customized commands as shortcuts for frequent workflows or other logic. Reduces repetitive clicking/navigating.

    As the builder of LeapTable (https://github.com/peterwnjenga/leaptable), an open-source low-code database powered by AI agents, one of the first pieces of feedback I received from early users was the desire for slash commands similar to Notion.

    After evaluating different options, I settled on incorporating PlateJS (https://platejs.org/docs/mention) to enable @mention-style slash commands in LeapTable's React-based interface.

    PlateJS proved to be a great fit for easily bringing robust slash command capabilities into our webapp. The @mention commands allow for convenient execution of actions, integration with external services, and automation workflows.

    For any other React developers looking to incorporate flexible, Notion-style slash commands into their webapps, I highly recommend checking out PlateJS. It provided the perfect building block for enabling rich slash command interactions in LeapTable.

  • Unicorn Startup Airtable Lays Off 27% of Firm, Shifts Focus to Big Clients
    3 projects | news.ycombinator.com | 15 Sep 2023
    Baserow is cool. We evaluated it within our company a few months ago and eventually settled for Nocodb (https://nocodb.com/) - easy to run, more mature.

    Leaptable is another Open Source framework like Airtable I saw recently with support for AI Agents. https://github.com/peterwnjenga/leaptable

What are some alternatives?

When comparing llm_agents and leaptable you can also consider the following projects:

llm_osint - LLM OSINT is a proof-of-concept method of using LLMs to gather information from the internet and then perform a task with this information.

nocodb - 🔥 🔥 🔥 Open Source Airtable Alternative

langchain - âš¡ Building applications with LLMs through composability âš¡ [Moved to: https://github.com/langchain-ai/langchain]

vektor - a mini vector database implementation that intends to be educational and interpretable

langchain-tutorials - Overview and tutorial of the LangChain Library

refinery - The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

bot - GPT-powered bot that can automate complex online tasks using both the web browser and API calls.

grist-core - Grist is the evolution of spreadsheets.

gptroles - Interact with ChatGPT and let it interact with your computer

LinkedInGPT - Skynet

yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

docarray - Represent, send, store and search multimodal data

llm_agents vs llm_osint leaptable vs nocodb llm_agents vs langchain leaptable vs vektor llm_agents vs langchain-tutorials leaptable vs refinery llm_agents vs bot leaptable vs grist-core llm_agents vs gptroles leaptable vs LinkedInGPT llm_agents vs yolov5 leaptable vs docarray