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Comparison

airweave vs haystack

Verdict

Pick airweave if airweave is an open-source library for AI agents to retrieve and integrate context, offering a search API; pick haystack if haystack is an open-source AI orchestration framework for building context-engineered LLM applications.

Markdown twin · airweave alternatives · haystack alternatives

GraphCanon updated 2d

airweave logo

airweave

airweave-ai/airweave

★ 6.6kpushed Jun 5, 2026
vs
haystack logo

haystack

deepset-ai/haystack

★ 26kpushed Aug 1, 2026

Trust & integrity

Signalairweavehaystack
Maintenance
Steady (74d since push)
As of 2d · github_public_v1
Very active (0d since push)
As of 2w · github_public_v1
Provenance
Not a fork · Organization account
As of 2d · github_public_v1
Not a fork · Organization account
As of 2w · github_public_v1
OSV dependency advisories
No lockfile (source not queried)
As of 1mo · osv@v1
No lockfile (source not queried)
As of 1mo · osv@v1
deps.dev advisories
Not queried
deps.dev@v1
Not queried
deps.dev@v1
OpenSSF Scorecard
Not queried
openssf-scorecard@v1
Not queried
openssf-scorecard@v1
airweave trust reporthaystack trust reportTrust methodology

Tagline

airweave
Open-source context retrieval layer for AI agents
haystack
Open-source AI orchestration framework for building context-engineered LLM applications.

Stars

airweave
6.6k
haystack
26k

Forks

airweave
819
haystack
3.0k

Open issues

airweave
119
haystack
108

Language

airweave
Python
haystack
Python

Adopt for

airweave
Airweave is an open-source library for AI agents to retrieve and integrate context, offering a search API.
haystack
Haystack is an open-source AI orchestration framework for building context-engineered LLM applications.

Persona

airweave
-
haystack
-

Runtime

airweave
-
haystack
-

License

airweave
Airweave is available under the permissive MIT License, allowing for free redistribution and modification as long as original copyright and license information are retained.
haystack
Apache-2.0

Last pushed

airweave
Jun 5, 2026
haystack
Aug 1, 2026

Categories

airweave
AI Agents, Data & Retrieval
haystack
AI Agents, Data & Retrieval, LLM Frameworks

Trust and health

Maintenance

airweave
Steady (60%)
haystack
Very active (96%)

Days since push

airweave
74d
haystack
0d

Open issues (now)

airweave
119
haystack
108

Stars delta

airweave
+70 (30d)
haystack
Unknown

Open issues delta

airweave
-12 (30d)
haystack
Unknown

Full report

airweave
Trust report
haystack
Trust report

Choose airweave if…

  • License: airweave is MIT, haystack is Apache-2.0.
  • Pricing: Open-source (MIT License); community support; enterprise support packages potentially available..
  • Requirements: - Requires Python for development and deployment.; - Necessitates setup for various data connectors depending on the use case..
  • Tags unique to airweave: agent-infrastructure, ai-agents, context-retrieval, data-connectors.
  • - When you need a versatile retrieval layer that supports multiple data connectors.

When NOT to use airweave

  • - For projects requiring proprietary or closed-source solutions, as Airweave operates under an MIT license.
  • - If your project demands a tightly integrated solution without reliance on external libraries or connectors.
  • - When you prefer less customizable options and are seeking out-of-the-box functionality without the need to handle multiple connectors.
GitHubDetails

Choose haystack if…

  • License: haystack is Apache-2.0, airweave is MIT.
  • Pricing: Free and open-source under the Apache-2.0 license, but users have to manage their own infrastructure and resources..
  • Requirements: Min 4 GB RAM; Requires Docker.
  • Tags unique to haystack: agent, agents, ai, gemini.
  • Also covers LLM Frameworks.
  • You need explicit control over retrieval, routing, memory, and generation within your LLM application pipelines.

When NOT to use haystack

  • You require integration with specific proprietary tools or frameworks not supported by Haystack.
  • Your development team is not familiar with Python-based technologies, since Haystack primarily supports Python-based workflows.
  • You are looking for a completely managed service rather than an open-source framework that requires more hands-on configuration and customization.
GitHubDetails

Explore

airweave trust report →haystack trust report →AI Agents category →Data & Retrieval category →LLM Frameworks category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: airweave 6.6k · haystack 26k (synced Aug 18, 2026).

Common questions

What is the difference between airweave and haystack?
airweave: Open-source context retrieval layer for AI agents. haystack: Open-source AI orchestration framework for building context-engineered LLM applications.. See the comparison table for live GitHub stats and shared categories.
When should I choose airweave over haystack?
Choose airweave over haystack when License: airweave is MIT, haystack is Apache-2.0; Pricing: Open-source (MIT License); community support; enterprise support packages potentially available.; Requirements: - Requires Python for development and deployment.; - Necessitates setup for various data connectors depending on the use case.; Tags unique to airweave: agent-infrastructure, ai-agents, context-retrieval, data-connectors; - When you need a versatile retrieval layer that supports multiple data connectors.
When should I choose haystack over airweave?
Choose haystack over airweave when License: haystack is Apache-2.0, airweave is MIT; Pricing: Free and open-source under the Apache-2.0 license, but users have to manage their own infrastructure and resources.; Requirements: Min 4 GB RAM; Requires Docker; Tags unique to haystack: agent, agents, ai, gemini; Also covers LLM Frameworks; You need explicit control over retrieval, routing, memory, and generation within your LLM application pipelines.
When should I avoid airweave?
- For projects requiring proprietary or closed-source solutions, as Airweave operates under an MIT license. - If your project demands a tightly integrated solution without reliance on external libraries or connectors. - When you prefer less customizable options and are seeking out-of-the-box functionality without the need to handle multiple connectors.
When should I avoid haystack?
You require integration with specific proprietary tools or frameworks not supported by Haystack. Your development team is not familiar with Python-based technologies, since Haystack primarily supports Python-based workflows. You are looking for a completely managed service rather than an open-source framework that requires more hands-on configuration and customization.
Is airweave or haystack more popular on GitHub?
haystack has more GitHub stars (26,073 vs 6,558). Stars measure visibility, not whether either tool fits your constraints.
Are airweave and haystack open source?
Yes - both are open-source projects on GitHub (airweave: MIT, haystack: Apache-2.0).
Where can I find alternatives to airweave or haystack?
GraphCanon lists graph-backed alternatives at airweave alternatives and haystack alternatives (airweave markdown twin, haystack markdown twin), ranked by typed relationship edges rather than popularity votes.
Is there a machine-readable version of this comparison?
Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
Which is better maintained, airweave or haystack?
airweave: Steady. haystack: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
Where are the full trust reports for airweave and haystack?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: airweave trust report; haystack trust report.

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