ray-project / llm-applicationsLinks
A comprehensive guide to building RAG-based LLM applications for production.
โ1,846Updated last year
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 scratchโ854Updated last year
- Open-source tool to visualise your RAG ๐ฎโ1,202Updated last year
- โ903Updated last year
- Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.โ865Updated last year
- Efficient Retrieval Augmentation and Generation Frameworkโ1,756Updated 11 months ago
- โ986Updated last month
- Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroโฆโ2,990Updated last year
- Fine-Tuning Embedding for RAG with Synthetic Dataโ525Updated 2 years ago
- A real world full-stack application using LlamaIndexโ2,580Updated 9 months ago
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-โฆโ3,805Updated 7 months ago
- [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Callingโ1,808Updated last year
- Developer APIs to Accelerate LLM Projectsโ1,743Updated last year
- Retrieval Augmented Generation (RAG) framework and context engine powered by Pineconeโ1,029Updated last year
- ๐ LangKit: An open-source toolkit for monitoring Large Language Models (LLMs). ๐ Extracts signals from prompts & responses, ensuring saโฆโ972Updated last year
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddingsโ2,022Updated 11 months ago
- โ1,515Updated 2 years ago
- prompt2model - Generate Deployable Models from Natural Language Instructionsโ2,005Updated last year
- Automated Evaluation of RAG Systemsโ682Updated 9 months ago
- All the projects related to Llamaโ381Updated 9 months ago
- โ972Updated 3 weeks ago
- Evaluation and Tracking for LLM Experiments and AI Agentsโ3,006Updated 2 weeks ago
- LLM(๐ฝ)โ1,697Updated 11 months ago
- โ779Updated 6 months ago
- LangServe ๐ฆ๏ธ๐โ2,235Updated 2 months ago
- โ1,275Updated last year
- A tiny library for coding with large language models.โ1,237Updated last year
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.โ1,586Updated 2 weeks ago
- Evaluation tool for LLM QA chainsโ1,093Updated 2 years ago
- Deploy your agentic worfklows to productionโ2,067Updated 3 weeks ago
- Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Documentย Q&Aโ972Updated 2 years ago