Comparing LanceDB and Elasticsearch for full-text search and vector search performance
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Feb 8, 2026 - Python
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vector-db
Here are 25 public repositories matching this topic...
Unstract's interface to LLMs, Embeddings and VectorDBs.
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Jul 23, 2024 - Python
The missing developer tool for working with vector databases. A comprehensive desktop app for visualizing, querying, and managing vector data.
clustering data-visualization embeddings developer-tools semantic-search hdbscan pinecone rag hnsw vector-search embedding-vectors vector-database pyside6 qdrant vector-db pgvector chromadb retrieval-augmented-generation lancedb vector-inspector
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Apr 19, 2026 - Python
A RAG assistant using Ollama (Mistral), Qdrant vector DB, and Streamlit UI. Upload documents, scrape web pages, and interact with your data using real-time, session-isolated chat.
python ai semantic-search mistral rag streamlit ai-assistant qdrant vector-db langchain ollama document-qna
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Jun 30, 2025 - Python
Identify mountain peaks in your photos using AI—zero-shot retrieval, landmark re-ranking, and geospatial priors.
elasticsearch computer-vision geodesy colab image-search ransac geodesyml clip mountain peak-detection delf streamlit vector-database delg vector-db siglip siglip2
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Oct 29, 2025 - Python
AI- & vector database-powered Quora question search
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Nov 30, 2024 - Python
🚀 An intelligent, LLM-enhanced log parser pipeline that converts multi-format raw logs into structured JSON, learns from missed patterns, and evolves using Drain3 & open-source LLMs.
open-source log-analysis regex devops-tools observability gemma mistral anomaly-detection log-parsing rag json-logs llm vector-db drain3
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Jul 29, 2025 - Python
This project aims to create a comprehensive, searchable knowledge base from the online articles and forum posts of Dr. Ulrich Strunz. The final application will be a Dockerized service that uses a Large Language Model (LLM) accessed via the Meta-Cognitive Prompting (MCP) protocol to provide users with intelligent access to this knowledge.
knowledge activation faiss rag ai-agent vector-db functional-medicine epi-genetic molecular-medicine
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Aug 25, 2025 - Python
In this project, I made a resume scoring system. And it not only scores candidates based on Job Description & Resume but it can also have user profiles and their personal hiring preferences. So a particular user can filter Resume in bulk according to their personal preference. It also learns user preferences with time and evolves for each user.
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Jan 14, 2026 - Python
Automation of Prioritization and Categorization of Support Tickets Using LLMs and Vector DBs
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Apr 6, 2024 - Python
A proof-of-concept of retrieval-augmented generation, using Google's PaLM API.
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Jun 22, 2023 - Python
Comparative study evaluating performances of Milvus Vector-based RAG vs Neo4j Graph-based RAG systems for Enterprise Knowledge Retrieval
knowledge neo4j retrieval knowledge-graph chunking cypher-query graph-traversal pdf-parsing rag graph-db milvus vector-db rag-chatbot document-routing enterprise-chatbot enterprise-rag
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Dec 22, 2025 - Python
A personalized AI product search engine using free-tier OpenRouter LLMs, MiniLM semantic search & Weaviate DB. https://medium.com/@rajesh1804/grocerygpt-how-i-built-a-personalized-grocery-search-engine-with-llms-vector-dbs-zero-cloud-fbacddf0feef
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Jul 15, 2025 - Python
A local semantic emoji search engine that uses transformer embeddings and sqlite vector search to find the perfect emoji from natural language queries. Fast, offline, and powered by Streamlit.
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Dec 10, 2025 - Python
Local Retrieval-Augmented Generation (RAG) pipeline using LangChain and ChromaDB to query PDF files with LLMs.
pdf document-search rag ai-agent generative-ai vector-db langchain local-llm cromadb local-llm-integration
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May 5, 2025 - Python
AI-powered medical assistant using Retrieval-Augmented Generation (RAG) with Gemini, Pinecone, LangChain, and Streamlit. Provides grounded answers from a medical knowledge base.
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Mar 15, 2026 - Python
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