#python #ai_search #bigquery #django #federated_query #federated_search #gpt #hacktoberfest #large_language_models #metasearch #relevancy #search #search_engine

https://github.com/swirlai/swirl-search

#python #agent #agents #ai_search #chatbot #chatgpt #data_pipelines #deep_learning #document_parser #document_understanding #genai #graph #graphrag #llm #nlp #pdf_to_text #preprocessing #rag #retrieval_augmented_generation #table_structure_recognition #text2sql

RAGFlow is an open-source tool that helps businesses answer questions accurately using large language models and deep document understanding. It extracts information from various complex data formats, such as Word documents, Excel files, and web pages, and provides grounded citations to support its answers. You can try a demo online or set it up on your own server using Docker. The setup is relatively straightforward, requiring a few steps like cloning the repository, building the Docker image, and configuring the system settings. RAGFlow offers key features like template-based chunking, reduced hallucinations, and compatibility with multiple data sources, making it a powerful tool for truthful question-answering capabilities. This benefits users by providing reliable and explainable answers, streamlining their workflow, and supporting integration with their business systems.

https://github.com/infiniflow/ragflow

#typescript #ai_search_engine #artificial_intelligence #machine_learning #open_source_ai_search_engine #open_source_perplexity_ai #perplexica #perplexity_ai #search_engine #searxng #searxng_copilot

Perplexica is an AI-powered search engine that deeply searches the internet to find accurate answers. It uses advanced machine learning to understand your questions and provide clear results with sources. Here are the key benefits Perplexica ensures you get the latest information without compromising your privacy.
- **Multiple Search Modes** You can use local language models for more personalized searches.
- **API Integration** It can be set up using Docker for a simpler process.

Overall, Perplexica enhances your search experience by providing relevant and current information while respecting your privacy.

https://github.com/ItzCrazyKns/Perplexica