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Haystack review

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

Updated Nov 1, 2026. Review written Nov 1, 2026 from the project's own sources; usage data refreshed every Monday.

Haystack at a glance

Category
Agent frameworks
Website
haystack.deepset.ai

Is Haystack growing? Usage data

In the week of Oct 25–31, 2026, Haystack ranked #300 on the Devtoolwatch Board and #28 in Agent frameworks, with a momentum score of 31 out of 100. Its main package had 140.8k downloads that week, +3% against its own 4-week average.

New GitHub stars per week for Haystack12 weeks from Aug 9, 2026: 76, 76, 79, 71, 69, 75, 64, 47, 90, 62, 73, 71 new stars, an average of 71 a week.Aug 9week of Oct 25
New GitHub stars per week for the last 12 weeks, from GitHub's stargazer history (today's stargazers by the week they starred).
Show the weekly numbers
New GitHub stars per week for Haystack
Week ofNew stars
Aug 9, 202676
Aug 16, 202676
Aug 23, 202679
Aug 30, 202671
Sep 6, 202669
Sep 13, 202675
Sep 20, 202664
Sep 27, 202647
Oct 4, 202690
Oct 11, 202662
Oct 18, 202673
Oct 25, 202671

The Board ranks tools by four signals each week: new stars, new stars for the repo's size, added downloads and download growth beyond the market. How the ranking works.

Haystack alternatives

Other AI agent frameworks on the Board in the week of Oct 25–31, 2026, by momentum:

Agent frameworks ranked by momentum, the week of Oct 25–31, 2026
RankToolStarsDownloads/wk
#1Harness²Harness² is a Python framework from Google Research for recursive agent harnessing, refining an agent's prompts, tools, memory and…21.7k–
#2HyperFramesHyperFrames is an open-source framework that turns HTML, CSS, media, and seekable animations into deterministic MP4 videos, built for AI…76.6k1.5M
#3AgentScopeAgentScope is a Python agent framework with an SDK for building ReAct agents and an agent service backend with a web UI.35k51.4k
#4AG-UIAG-UI is an open, event-based protocol that standardizes how AI agents connect to user-facing frontend applications.16.9k4.6M
#5LangGraphLangGraph is a low-level orchestration framework and runtime for building, managing, and deploying long-running, stateful agents in…44.2k18.5M
#6BifrostOpen-source, high-performance AI gateway that works as your LLM gateway, MCP gateway and agent gateway. One OpenAI-compatible API for…9.3k–

All AI agent frameworks, ranked

Haystack FAQ

How popular is Haystack?

Haystack has 26.9k GitHub stars as of Nov 1, 2026. It gained 71 new stars in the week of Oct 25–31, 2026, against a 12-week average of 71 a week. Its main package had 140.8k downloads that week, +3% against its own 4-week average. That made it #28 among AI agent frameworks on the Devtoolwatch Board.

What are the best alternatives to Haystack?

Other AI agent frameworks on the Devtoolwatch Board in the week of Oct 25–31, 2026, by momentum: Harness² (#1), HyperFrames (#2), AgentScope (#3), AG-UI (#4), LangGraph (#5). The alternatives table above has their numbers.

Sources

  1. Devtoolwatch Board, the week of Oct 25–31, 2026

Haystack README badge

Maintainers can show the tool's weekly Board rank in their README:

Devtoolwatch badge for Haystack

[![Devtoolwatch](https://index.devtoolwatch.com/badge/haystack.svg)](https://index.devtoolwatch.com/tools/haystack/)

How this page is made: Devtoolwatch writes each review from the project's README, releases, package metadata and website, with an AI model, then checks every claim against the source it cites and drops what the sources don't support. The numbers come from Devtoolwatch's daily GitHub snapshots, GitHub's stargazer history, and the npm and PyPI download APIs. Spotted an error? Email [email protected].