AI-powered Indian legal assistant using RAG β 164K chunks, hybrid search, cross-encoder reranking, Gemini 2.5 Flash streaming, 3D Next.js UI.
RAG Mini Project β RetrievalβAugmented Generation chatbot with FastAPI backend (Docker on Hugging Face Spaces) and Streamlit frontend (Render), featuring document ingestion, vector search, and LLMβpowered answers
RAG-based chatbot that ingests Healthline URLs to produce concise, sourceβgrounded summaries & answers. Built to eliminate manual copyβpasting & streamline insight extraction: paste article links, ask a question, & get reliable, Healthlineβonly results fast.
AI Document Intelligence System for deep analysis and semantic querying of ingested docs and other pdfs
Advanced RAG with hybrid search, query classification, answer fusion, and self-correction
A WhatsApp bot with Baileys + Python RAG catalog search + Ollama/Mistral for cha
Gemini-powered, zero-hallucination AI chatbot for Montfort ICSE β semantic search, IUI Engine v2.5, verified school data, and hybrid RAG architecture.
RAG PDF chatbot, retrieval-augmented QA over PDFs using FAISS and Ollama Llama 3.2:3b.
π΅οΈββοΈ Vibe Checker β AI-ΠΏΠ»Π°ΡΡΠΎΡΠΌΠ° Π΄Π»Ρ ΠΏΠΎΠΈΡΠΊΠ° ΠΌΠ΅ΡΡ ΠΏΠΎ Π°ΡΠΌΠΎΡΡΠ΅ΡΠ΅ (Β«Π²Π°ΠΉΠ±ΡΒ»). ΠΠ½Π°Π»ΠΈΠ· ΠΎΡΠ·ΡΠ²ΠΎΠ² ΡΠ΅ΡΠ΅Π· LLM (Gemini), ΡΠ΅ΠΌΠ°Π½ΡΠΈΡΠ΅ΡΠΊΠΈΠΉ ΠΏΠΎΠΈΡΠΊ (Qdrant) ΠΈ Π΄Π΅ΡΠ°Π»ΡΠ½ΠΎΠ΅ ΡΡΠ°Π²Π½Π΅Π½ΠΈΠ΅ Π·Π°Π²Π΅Π΄Π΅Π½ΠΈΠΉ. Π‘ΡΠ΅ΠΊ: FastAPI, Next.js, PostgreSQL, Redis.
Lean vector embedding provider package for CitOmni with unified contracts across providers and profile-based adapters.
My First RAG pipeline using local ollama models
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