MemGPT VS LLMCompiler

Compare MemGPT vs LLMCompiler and see what are their differences.

MemGPT

Create LLM agents with long-term memory and custom tools πŸ“šπŸ¦™ (by cpacker)
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Source Code
memgpt.readme.io
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LLMCompiler

[ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling (by SqueezeAILab)
function-calling llm llm-agent llm-agents llms parallel-function-call efficient-inference large-language-models llama llama2 llm-framework Natural Language Processing NLP Transformer
Source Code
arxiv.org
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MemGPT LLMCompiler
15 2
9,836 1,097
- 6.3%
9.9 7.6
1 day ago 27 days ago
Python Python
Apache License 2.0 MIT 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.

MemGPT

Posts with mentions or reviews of MemGPT. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-28.

LLMCompiler

Posts with mentions or reviews of LLMCompiler. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-18.

What are some alternatives?

When comparing MemGPT and LLMCompiler you can also consider the following projects:

llama.cpp - LLM inference in C/C++

GoLLIE - Guideline following Large Language Model for Information Extraction

tidybot - TidyBot: Personalized Robot Assistance with Large Language Models

SqueezeLLM - [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization

LongMem - Official implementation of our NeurIPS 2023 paper "Augmenting Language Models with Long-Term Memory".

FLaNK-Ice - Apache Iceberg - Cloud Data Lakehouse

mlx-examples - Examples in the MLX framework

uHTTP - Pythonic Web Development

Efficient-LLMs-Survey - Efficient Large Language Models: A Survey

kani - kani (カニ) is a highly hackable microframework for chat-based language models with tool use/function calling. (NLP-OSS @ EMNLP 2023)

FLiPStackWeekly - FLaNK AI Weekly covering Apache NiFi, Apache Flink, Apache Kafka, Apache Spark, Apache Iceberg, Apache Ozone, Apache Pulsar, and more...

pipeline-docs-data-extractor - (Let's build a) Robust pipeline for extracting structured data from various documents

MemGPT vs llama.cpp LLMCompiler vs GoLLIE MemGPT vs tidybot LLMCompiler vs SqueezeLLM MemGPT vs LongMem LLMCompiler vs FLaNK-Ice MemGPT vs mlx-examples LLMCompiler vs uHTTP MemGPT vs Efficient-LLMs-Survey LLMCompiler vs kani MemGPT vs FLiPStackWeekly LLMCompiler vs pipeline-docs-data-extractor