Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
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Dec 15, 2025 - Python
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information-retrieval
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📚 Curate arXiv papers effectively using a modern AI approach with Retrieval-Augmented Generation to enhance your learning and research experience.
data-science machine-learning natural-language-processing information-retrieval automation text-analysis web-scraping user-interface arxiv document-management content-discovery academic-papers research-tools citation-management paper-curation
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🔒 Enable secure federated autoregressive inference for multiple parties using a shared model while keeping private inputs confidential.
cli ioc information-retrieval osint interface graph-algorithms vector intel prometheus indexing nmap graph-database codebase threatintel semantic-search observability honeydb multi-agent-system
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🔍 Search for similar academic papers using semantic search. Utilize local models or OpenAI API for high-quality results.
python api data-science machine-learning natural-language-processing information-retrieval deep-learning text-similarity embeddings neural-networks recommendation-systems vector-database academic-search research-tools search-papers
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🧠 Boost research efficiency with Deep Research AI, an advanced multi-agent system that leverages cutting-edge reasoning techniques for smarter insights.
react python search information-retrieval research ai nextjs openai gpt agents hacktoberfest ai-agent llm hacktoberfest2025 chatgpt openrouter agent-builder exa-search
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🤖 Enhance your research efficiency with an AI-powered assistant that analyzes documents and provides insights through a smart multi-agent system.
react agent information-retrieval web transformers openai free gpt language-model semantic-search ai-agents ai-research rag obsidian-plugin obsidian-md hacktoberfest2025 chatgpt agent-builder
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🗄️ Streamline data analysis with ConsciousDB, a vector database that integrates directly with your models for enhanced performance and ease of use.
information-retrieval coherence reranking graph-optimization energy-minimization explainable-ai rag vector-search vector-database retrieval-augmented-generation
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🔍 Access multiple knowledge sources with this Streamlit chatbot powered by Groq LLM and LangChain for accurate and quick information retrieval.
search agent information-retrieval duckduckgo question-answering arxiv agent-based agents multi-agent-systems web-search chabot streamlit ai-agent large-language-models langchain chainlit retrieval-augmented-generation literalai
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🤖 Build and interact with Claude Agent using this Python SDK for seamless integration and efficient asynchronous querying.
python agent json information-retrieval streaming mcp developer-tools agents web-crawling rag exa-api agentic-workflow agentic-ai fastmcp research-agents claude-code exa-research exa-code
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🔍 Evaluate web search APIs with our framework, testing accuracy and relevance across multiple AI agents and benchmarks for better information retrieval.
search machine-learning natural-language-processing information-retrieval evaluations performance-metrics data-analysis software-development data-collection user-feedback automated-testing text-search algorithm-evaluation search-optimization results-visualization
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🛠️ Build powerful search systems effortlessly with Haystack, a framework for developing end-to-end question answering and search applications.
nlp agent information-retrieval ai text-generation haystack gemini summarization semantic-search ai-tools openhaystack large-language-models llm generative-ai generative-qa retrieval-augmented-generation haystack-ai agentic-ai
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🎯 Optimize retrieval with TriStage-RAG, a 3-stage pipeline that enhances document discovery while overcoming the limits of single-vector embeddings.
open-source machine-learning natural-language-processing information-retrieval ai deep-learning text-generation cloud-computing data-retrieval document-processing conversational-ai rag optimized-performance retrieval-augmented-generation tristage
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📄 Create a local, free Retrieval-Augmented Q&A system to easily extract answers from your personal documents in minutes.
python nlp information-retrieval jupyter-notebook embeddings tf-idf faiss rag vector-search retrival streamlit sentence-transformers vector-embeddings llm hybrid-retrieval retrieval-augmented-generation rag-pipeline document-question-answering
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🐙 AI Agent Pipeline routes queries by intent to docs, weather, or chat, with LangGraph, ChromaDB, and LangSmith for modular, observable workflows across CLI and UI.
nlp agent docker aws information-retrieval orchestration pytorch cicd agents ruff rag fastapi large-language-models llm generative-ai retrieval-augmented-generation agentic-ai mcp-server
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Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.
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Dec 14, 2025 - Python
Fırat University Assistant: An offline Turkish question-answering and document search system built on local PDFs using FastAPI, pdfplumber, and BM25.
python search-engine information-retrieval computer-vision bm25 fastapi pdfplumber huggingface-spaces university-assistant
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MTEB: Massive Text Embedding Benchmark
benchmark information-retrieval retrieval text-classification clustering sts semantic-search reranking text-embedding multimodal neural-search sentence-transformers sbert multilingual-nlp low-resource-nlp bitext-mining mteb
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Dec 14, 2025 - Python
Data for the MTEB leaderboard
benchmark information-retrieval retrieval text-classification clustering sts semantic-search benchmarkresults
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Dec 14, 2025 - Python
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