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This package, developed as part of our research detailed in the Chroma Technical Report, provides tools for text chunking and evaluation. It allows users to compare different chunking methods and i…
A lightweight open-source package to fine-tune embedding models.
🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.
LlamaIndex is a data framework for your LLM applications
DSPy: The framework for programming—not prompting—foundation models
Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.
Python client library for improving your LLM app accuracy
Get up and running with Llama 3, Mistral, Gemma 2, and other large language models.
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
Create LLM agents with long-term memory and custom tools 📚🦙
Interact with your SQL database, Natural Language to SQL using LLMs
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your d…
The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.
Epsilla is a high performance Vector Database Management System. Try out hosted Epsilla at https://cloud.epsilla.com/
DIY simulacra—build and run your own simulation. 🤖🌎
A MIT-licensed, deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize.
Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
An Open-Ended Embodied Agent with Large Language Models
Talk to your data for analytics and visualization.
Data integration platform for LLMs. Connect to SaaS tools with turnkey auth and sync documents from N data sources with only one integration
Hypothesis is a powerful, flexible, and easy to use library for property-based testing.
A transactional, relational-graph-vector database that uses Datalog for query. The hippocampus for AI!
🦜🔗 Build context-aware reasoning applications
the AI-native open-source embedding database