Open source

Multi-agent orchestration. ReAct, Swarm, Pipeline, Debate, WorkflowGraph. Routing, planning, cost tracking.

Stop RAG pipelines from failing silently. Query rewriting, retrieval confidence scoring, fallbacks, retries.

Voice AI for healthcare. Call intake, structured extraction, missing-data recovery, appointment orchestration, post-call analytics.

Hybrid BM25 + dense retrieval with RRF fusion. Navigation-first RAG for long documents.

on 500 test questions, the right passage was in the top three results 95.6% of the time — script and results in the repo

Agentic RAG on Nepal government policy and legal documents. Citations, offline-capable, Nepali + English.

Playwright-based web scraping. LLM extraction, hybrid selectors, session persistence, rate limiting, anti-detection.

Natural-language queries on CSV data using local LLMs. No API keys, no cloud.

Lightweight NLP utilities bridging traditional pipelines and transformer-ready workflows.

Agentic feature engineering. PyTorch + LangChain agents for multimodal feature extraction.

Deep learning toxicity detection. Per-category scores for obscene language, threats, insults, identity hate.

Extract social media profile links from websites. Useful for lead enrichment and web intelligence pipelines.

Scrape Trustpilot reviews programmatically. Structured output for sentiment analysis and competitive research.