This is a simple example of how to use the Ollama RAG (retrieval augmented generation) using Ollama embeddings with nodejs, typescript, docker and chromadb
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Oct 6, 2024 - TypeScript
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ollama-embeddings
Here are 11 public repositories matching this topic...
LLM Based Legacy Code Migration Engine
c docker docker-compose neo4j-database ast knowledge-graph vectorization python-oop c-parser groq-api ollama-embeddings ollama-model legacy-code-analysis legacy-code-migration legacy-c-to-python-oop
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Aug 26, 2025 - Python
Implementing LangChain concepts and building meaningful stuffs
openai flask-api assistant-chat-bots pinecone rag groq vector-database langchain langchain-python react-agents ollama langsmith openai-embeddings langchain-hub faiss-vector-database langchain-tools tavily llama3 ollama-embeddings firecrawl
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Mar 26, 2025 - Python
OmniResearch is a centralized research, curation, and document analysis platform powered by Artificial Intelligence (Agentic RAG). Designed specifically to streamline research workflows, it eliminates the fragmentation of traditional tools by combining web exploration and knowledge extraction within a single, secure environment.
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Oct 14, 2026 - Python
The RAG, CAG and KAG pipelines implementation
python knowledge-graph openai cag kag rag reques ollama ollama-embeddings knowledge-augmented-generation cache-augmented-generation
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Jun 11, 2026 - Python
LlamaIndex&LangChine wiht LLM
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Oct 12, 2024 - Python
Rust with AI - Use Cases Repo
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Mar 14, 2026 - Rust
A powerful web-based application designed to answer questions based on the content of uploaded PDF documents. This project leverages a Hybrid Retrieval-Augmented Generation (RAG) approach, combining the strengths of vector-based semantic search and keyword-based search to deliver accurate and relevant responses
chroma bm25 pypdf rag streamlit langchain chromadb ollama rag-chatbot langchain-ollama ollama-embeddings hybrid-rag qwen2-5 ensemble-retriever
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Jul 26, 2025 - Python
Example implementation of VectorMap-Index for laptop recommendation using KD-Tree + local hash + Ollama embeddings.
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Jul 2, 2025 - JavaScript
A simple desktop GUI app to a upload file, preview data and create a summary
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Dec 29, 2025 - Python
Detailed description given in the README
rag pypdf2-library langchain retrieval-augmented-generation mixtral-8x7b faiss-vector-database groq-ai llama3 ollama-embeddings
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May 19, 2024 - Python
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