kesamet / retrieval-augmented-generationLinks
Retrieval augmented generation demos with open-source DeepSeek, Llama, Qwen, Mistral, Gemma
☆42Updated 3 weeks ago
Alternatives and similar repositories for retrieval-augmented-generation
Users that are interested in retrieval-augmented-generation are comparing it to the libraries listed below
Sorting:
- I have explained how to create superior RAG pipeline for complex pdfs using LlamaParse. We can extract text and tables from pdf and QA on…☆47Updated last year
- Explore the use of DSPy for extracting features from PDFs 🔎☆45Updated last year
- Complete example of how to build an Agentic RAG architecture with Redis, Amazon Bedrock, and LlamaIndex.☆96Updated 8 months ago
- OpenAI document chatbot using llama-index, pinecone and chainlit. With incremental features, giving you the tools to go from a basic RAG …☆74Updated last year
- Build Enterprise RAG (Retriver Augmented Generation) Pipelines to tackle various Generative AI use cases with LLM's by simply plugging co…☆113Updated last year
- Data extraction with LLM on CPU☆113Updated last year
- Simple example to showcase how to use llamaparser to parse PDF files☆89Updated 10 months ago
- ☆54Updated 6 months ago
- ARAGOG- Advanced RAG Output Grading. Exploring and comparing various Retrieval-Augmented Generation (RAG) techniques on AI research paper…☆108Updated last year
- Create a knowledge graph out of unstructed legal text - use said knowledge graph in a graph augmented retrieval augmented generation pipe…☆55Updated 10 months ago
- GGUF Quantization of any LLM.☆40Updated last year
- A semantic research engine to get relevant papers based on a user query. Application frontend with Chainlit Copilot. Observability with L…☆83Updated last year
- Code to extract Knowledge Graph from normal, unstructured text and visualize the resulting graph☆57Updated last year
- Using LlamaIndex with Ray for productionizing LLM applications☆71Updated 2 years ago
- LLM Chatbot w/ Retrieval Augmented Generation using Llamaindex. It demonstrates how to impl. chunking, indexing, and source citation.☆44Updated last year
- A library for evaluating Retrieval-Augmented Generation (RAG) systems (The traditional ways).☆37Updated 11 months ago
- RAG example using DSPy, Gradio, FastAPI☆83Updated last year
- Awesome LLM application repo☆85Updated 4 months ago
- Collaborative Multi-Agent RAG with CrewAI☆65Updated last year
- ☆32Updated last year
- Mistral + Haystack: build RAG pipelines that rock 🤘☆105Updated last year
- DSPY on action with OpenSource LLMs.☆72Updated last year
- A collection of apps powered by the LlamaIndex LLM framework.☆55Updated 4 months ago
- Agent Watch is an AgentOps monitoring library designed for Crew AI applications.☆19Updated 8 months ago
- A framework for high-fidelity retrieval augmented generation in industrial knowledge bases. Integrates jargon identification, context rec…☆33Updated 11 months ago
- ☆45Updated last year
- Ready-to-go containerized RAG service. Implemented with text-embedding-inference + Qdrant/LanceDB.☆69Updated 7 months ago
- Chainlit app for advanced RAG. Uses llamaparse, langchain, qdrant and models from groq.☆47Updated last year
- A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)☆127Updated last year
- Writing Blog Posts with Generative Feedback Loops!☆50Updated last year