conversational-search

Open CLI for integrating AI search, recommendation, and conversational retrieval into agent systems and business systems

Overview of venues, research themes and datasets relevant for conversational search.

Query Performance Prediction for Conversational Search (QPP4CS)

Code repo for SIGIR 2021 paper "Few-Shot Conversational Dense Retrieval"

A Python framework for conversational search

Code for paper: Towards Conversational Search and Recommendation: System Ask, User Respond

An app that shows you how to build a conversation search experience, using Typesense's built-in RAG pipeline

The homepage for ConvSearch Dataset.

DiSCo for Conversational Information Seeking with SPLADE [SIGIR 2025]

A Middleware to Simplify the Use of User Simulators for Shared Tasks in Conversational Search.

Code for the CIKM 2023 long paper: System Initiative Prediction for Multi-turn Conversational Information Seeking

needle: an ambiguity-aware conversational shopping agent for tiktok techjam 2026 track 4

Implementation of a conversational search system for BnF.

TikTok TechJam 2026 Track 4 - IntentCompass conversational shopping agent

Team 0x00 conversational shopping Agent: session state, BM25 retrieval, evidence-based reranking, clarification, evaluation and demo. Personal fork.

MemRevise: a revisable memory for conversational search, with the ConvRevise benchmark

AutoSim: a self-improving user simulator for conversational search evaluation. Code, models, and protocol for the SIGIR-AP 2026 paper.

Replay harness and released runs for 'Does Memory Transfer to Ranking?' (WSDM 2027): Mem0, Graphiti, A-Mem and GAM scored by the document rankings their memory causes on TREC CAsT.

Official system and pipeline for SemEval-2027 Task 1 (RETECO Track 2: Conversational Retrieval & Grounded Generation). Modular PyTorch architecture with BGE Bi-Encoder, BM25 hybrid search, RRF fusion, and Cross-Encoder reranking evaluated on nDCG@10.

A minimalistic and versatile RAG implementation built on top of Ollama, that can also search the web.