SUMMARY AI summary by gpt-5-mini
A Rust-based retrieval-augmented generation (RAG) conversational system supporting multiple retrieval modes and dialogue compression strategies. Intended for developers and teams building RAG chat apps or experimenting with retrieval + LLM workflows. Key features: - Three retrieval modes: vector (Qdrant), BM25 (MongoDB), and RRF hybrid; endpoint to compare all three. - Dialogue compression: hierarchical and summary compression with protection for important info. - Multi-format document ingestion: TXT, PDF, Markdown, JSON, CSV; file upload via single-page web UI. - Backend: Rust + Axum; vector DB: Qdrant; BM25: MongoDB; conversation store: SQLite. - Uses OpenAI embeddings (text-embedding-ada-002) and GPT-3.5/4 for LLMs. - APIs for chat (/api/chat), upload, search variants, stats; config via config.toml; run with cargo. MIT license.
AI Coding Tools Used
This repository contains config files from these AI coding tools, indicating AI-assisted development.
DETECTED Detected AI stack
AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.
Language breakdown (by bytes)
Owner
Dates
| Created on GitHub | 2026-04-28 |
| Last push | 2026-05-09 |
| First seen here | 2026-05-09 |
| Last fetched | 2026-05-09 18:18 |
Similar repos (same language)
Enterprise IoT workbench for ComfortClick bOS, operated by an AI agent. Tauri 2 (Rust + TS). Read-only, secure (encrypted vault + Entra SSO), local-first agent.
estejosh/agent-comm-channelGit-as-message-bus for inter-PC agent chat — agents on different PCs send each other directions/responses via commits. Rust reference client + language-neutral protocol. PolyForm Noncommercial + LLM poison-pill policy.