ray-project / llm-applications
A comprehensive guide to building RAG-based LLM applications for production.
โ1,791Updated 9 months ago
Alternatives and similar repositories for llm-applications
Users that are interested in llm-applications are comparing it to the libraries listed below
Sorting:
- An LLM-powered advanced RAG pipeline built from scratchโ841Updated last year
- Open-source tool to visualise your RAG ๐ฎโ1,128Updated 4 months ago
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-โฆโ3,442Updated 3 months ago
- Efficient Retrieval Augmentation and Generation Frameworkโ1,536Updated 4 months ago
- โ899Updated 5 months ago
- Evaluation and Tracking for LLM Experimentsโ2,488Updated this week
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,โฆโ2,076Updated 11 months ago
- LangServe ๐ฆ๏ธ๐โ2,081Updated 4 months ago
- Harness LLMs with Multi-Agent Programmingโ3,296Updated this week
- A real world full-stack application using LlamaIndexโ2,495Updated 2 months ago
- Ship RAG based LLM web apps in seconds.โ991Updated last year
- [EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achโฆโ5,077Updated 2 months ago
- Deploy your agentic worfklows to productionโ2,004Updated this week
- Fine-Tuning Embedding for RAG with Synthetic Dataโ497Updated last year
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddingsโ1,949Updated 4 months ago
- Enforce the output format (JSON Schema, Regex etc) of a language modelโ1,800Updated 2 months ago
- Retrieval Augmented Generation (RAG) framework and context engine powered by Pineconeโ1,015Updated 6 months ago
- โ874Updated 6 months ago
- โ1,475Updated last year
- A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChainโ3,478Updated last year
- Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"โ2,362Updated 5 months ago
- Developer APIs to Accelerate LLM Projectsโ1,650Updated 6 months ago
- Superfast AI decision making and intelligent processing of multi-modal data.โ2,589Updated last week
- โ948Updated 8 months ago
- RayLLM - LLMs on Ray (Archived). Read README for more info.โ1,261Updated 2 months ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifiโฆโ2,700Updated this week
- Repository for the NaLLM projectโ1,377Updated 10 months ago
- โ498Updated 8 months ago
- Chat language model that can use tools and interpret the resultsโ1,556Updated last week
- A unified evaluation framework for large language modelsโ2,609Updated 2 weeks ago