redcache-ai

A dynamic memory framework that supports large language models and agents.

CommonProductProgrammingmemory frameworklanguage models

RedCache-AI is a dynamic memory framework designed for large language models and agents, allowing developers to build a wide range of applications, from AI-driven dating apps to medical diagnosis platforms. It addresses issues with existing solutions being expensive, closed-source, or lacking extensive support for external dependencies.

Initialize storage on disk or an SQLite database for memories.
Store text as memories and attach metadata to each memory entry.
Retrieve all memories for a specified user.
Search memories and return relevant entries based on keywords and user ID.
Update memories by modifying the text content of existing entries.
Delete memories by ID or remove all memories associated with a user.
Integrate large language models (currently supports OpenAI) to enhance memory content.
Generate memory summaries to provide concise overviews of users' memories.

The target audience includes developers and data scientists who need to build or enhance applications based on language models. RedCache-AI offers a flexible and scalable memory storage solution
enabling developers to quickly implement memory management and enhancement features.

Build an AI chatbot that uses RedCache-AI to store and manage conversation history.
Develop a medical consultation platform utilizing RedCache-AI to store patient information and historical consultation records.
Create a personalized recommendation system that uses RedCache-AI to remember user preferences and provide customized suggestions.

Install redcache-ai as a Python package.
Import required dependencies and initialize RedCache-AI
selecting either disk or SQLite as the storage option.
Use the add method to store text memories
attaching user IDs and metadata.

Visit

redcache-ai Visit Over Time

Monthly Visits

515580771

Bounce Rate

37.20%

Page per Visit

5.8

Visit Duration

00:06:42

redcache-ai Visit Trend

redcache-ai Visit Geography

redcache-ai Traffic Sources

redcache-ai Alternatives

browser-use — An open-source web automation library that supports any large language model (LLM)

Programming•Automation•Web Interaction

198

Treblle 3.0 — Innovating today, shaping the future of APIs

Programming•API Management•Automated Documentation

CoI-Agent — An intelligent agent for innovative research utilizing large language models (LLM)

Productivity•Research•Innovation

150

Prompt Engineering — A comprehensive resource library for Prompt Engineering techniques.

Productivity•Prompt Engineering•Machine Learning

LLMWare — AI Tools Built for Complex Enterprises

Productivity•Enterprise•Finance

294

Platea AI — Quick access to high-quality prompts

Productivity•Language Models•Comparison Tool

Entropy-based Sampling — Entropy-based sampling technique that optimizes the diversity and accuracy of model outputs

Programming•Machine Learning•Natural Language Processing

Show-Me — A transparent and visual open-source alternative to ChatGPT.

Programming•Open Source•Visualization

Stability AI — Unlocking human potential through generative AI.

414

rStar — Enhances problem-solving capabilities of small language models through self-play mutual reasoning.

Programming•Machine Learning•Natural Language Processing

Lumora — Smart tools to enhance AI prompt effectiveness and streamline workflows.

Productivity•AI Prompt Optimization•Team Collaboration

Turtle Benchmark — Evaluating the logical reasoning and context comprehension abilities of large language models.

Programming•Benchmarking•Logical Reasoning

Qwen2-Math — A next-generation mathematical model focused on solving complex mathematical problems.

Productivity•Mathematical Models•Language Models

498

llm-colosseum — Evaluate large language models through Street Fighter 3 battles.

Programming•Artificial Intelligence•Benchmarking

Video Calling App — Smart, no-nonsense meeting tool

Productivity•Meeting Tool•AI Integration

Aphrodite Engine — PygmalionAI's large-scale inference engine

Programming•Large-scale inference•Language models

SaltAI Language Toolkit — Enhanced language toolkit

Programming•Language models•Retrieval-augmented generation

BizyAir — ComfyUI node that runs in any environment

Productivity•ComfyUI•Plugin

636

Rapport — Create, animate, and deploy emotionally intelligent characters

Others•Emotional Intelligence•Character Creation

MoA — Mixture of Agents technology for enhancing large language model performance

Programming•Language Models•Performance Enhancement

186

HippoRAG — A novel RAG framework inspired by human long-term memory

Programming•Natural Language Processing•Knowledge Integration

198

LLM Comparator — Compares the output of various large language models (LLMs)

Productivity•Artificial Intelligence•Language Models

378

Crawl4AI — An open-source, web crawling and scraping tool specifically optimized for large language models (LLMs).

Programming•Crawling•Data Extraction

1122

Unbody — A seamless pipeline for automating private data to AI applications.

InternationalSelection•AI Integration•Data Privacy

264

EasyContext — EasyContext demonstrates how to leverage existing technologies to train language models with 700K and 1M context lengths.

Programming•Language Models•Context Length

132

ragobble — Transforms audio into LLM data.

Productivity•Audio to Text•Artificial Intelligence

240

Best AI Websites & Tools