Sophora - AI Reasoning, Function-calling & Knowledge Retrieval
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Feb 28, 2025 - Pascal
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knowledge-retrieval
Here are 14 public repositories matching this topic...
Stateful AI Agent for Knowledge Extraction
stateflow stateful ai-agents knowledge-extraction state-workflow dspy chain-of-thought agentic knowledge-retrieval dspy-ai agentic-workflow agentic-ai
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Jul 5, 2025 - Python
PromptWeaver: RAG Edition helps design effective prompts for Traditional, Hybrid, and Agentic RAG systems. It offers templates, system prompts, and best practices to improve accuracy, context use, and LLM reasoning.
project-management openai context-aware semantic-search ai-agents rag vector-search cost-analysis ethical-ai llm prompt-engineering langchain prompt-design llamaindex retrieval-augmented-generation llm-evaluation knowledge-retrieval agentic-rag ai-architecture hybrid-rag
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Jun 27, 2025
Notebook examples for using OpenAI's Assistants API with the file search (knowledge retrieval) functionality.
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Sep 13, 2024 - Jupyter Notebook
A local Retrieval-Augmented Generation (RAG) system for answering questions about TouchDesigner using wiki pages, tutorials, and other structured or semi-structured content. Powered by FAISS and local LLMs via Ollama.
python gradio touchdesigner faiss huggingface llm local-llm retrieval-augmented-generation ollama offline-qa knowledge-retrieval
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May 15, 2025 - Python
⚡️ Local RAG API using FastAPI + LangChain + Ollama | Upload PDFs, DOCX, CSVs, XLSX and ask questions using your own documents — fully offline!
open-source python3 chroma semantic-search api-first pdf-parser text-embedding rag fastapi langchain local-llm document-qa retrieval-augmented-generation local-ai ollama knowledge-retrieval llm-app
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Jun 25, 2025 - Python
Code to make any AI have unlimited context persistent memory. In the example, a software for any AI to read the Uniform Commercial Code of Michigan. A document of 220,000 tokens
nodejs ai artificial-intelligence openai semantic-search document-processing memory-augmentation llm chatgpt knowledge-retrieval context-memory rag-alternative context-retention concept-curve ai-infraestructure
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Jun 16, 2025 - JavaScript
A Streamlit-based application that leverages Retrieval Augmented Generation (RAG) to provide accurate answers from Wikipedia content.
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Mar 31, 2025 - Python
Scientific Agent: A Retrieval-Augmented Generation (RAG) System for Domain-Aware Literature Review Automation
academic-writing rag literature-review-tool llm generative-ai retrieval-augmented-generation knowledge-retrieval ai-research-tools
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Jun 11, 2025 - Python
Local Retrieval-Augmented Generation (RAG) system built with FastAPI, integrating vector search, Elasticsearch, and optional web search to power LLM-based intelligent question answering using models like Mistral or GPT-4.
elasticsearch ai chatbot semantic-search mistral document-search rag fastapi vector-database llm langchain local-llm retrieval-augmented-generation ollama knowledge-retrieval
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Apr 2, 2025 - HTML
🚀 Revolutionize your data interaction with a cutting-edge chatbot built on Retrieval-Augmented Generation (RAG) and OpenAI’s GPT-4. Upload documents, create custom knowledge bases, and get precise, contextual answers. Ideal for research, business operations, customer support, and more!
natural-language-processing openai semantic-search knowledge-management document-processing rag pdf-search vector-database ai-chatbot gpt-4 azure-openai retrieval-augmented-generation knowledge-retrieval document-chatbot ai-powered-chatbot machine-learning-chatbot custom-knowledge-base research-chatbot business-chatbot customer-support-chatbot
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Sep 11, 2024 - HTML
An end-to-end multi-source knowledge retrieval system using LangChain, FAISS, and OpenAI embeddings. This Retrieval-Augmented Generation (RAG) pipeline intelligently searches across Wikipedia, arXiv, and custom websites, optimizing source selection and delivering precise, real-time results based on query relevance.
python machine-learning natural-language-processing information-retrieval semantic-search document-search faiss ai-pipeline langchain retrieval-augmented-generation openai-embeddings langchain-tools knowledge-retrieval multi-source-retrieval langchain-agents
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Nov 3, 2024 - Jupyter Notebook
QueryVault is a robust RAG system for structured Q&A data. It ingests JSON files, embeds content via ChromaDB, and serves context-aware answers using FastAPI and Google Gemini. With a modular design and CLI tools, it's built for scalable, secure AI-powered knowledge retrieval.
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Jul 14, 2025 - Python
CareConnect uses state-of-the-art large language models (LLMs) to provide rapid, reliable medical guidance. This project addresses increasing wait times and health misinformation, offering timely assistance and supporting informed decision-making to alleviate the burden on the healthcare system.
nlp conversational-ai medical-assistant rag healthcare-nlp healthcare-chatbot retrieval-augmented-generation health-ai knowledge-retrieval llm-applications llama3-fine-tuning medical-information-extraction
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Aug 8, 2024 - Jupyter Notebook
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