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Best Progress Agentic RAG Alternatives in 2026

Updated

20 apps from retrieval-augmented generation tools ranked against Progress Agentic RAG on the same published basis.

  1. 1
    AnythingLLM Free plan AndroidapiLinuxMacself-hosted 7.5
    Progress Agentic RAG vs AnythingLLM
  2. 2
    RAGFlow Free plan apiLinuxMacself-hostedWeb $29/mo7.2
    Progress Agentic RAG vs RAGFlow
  3. 3
    txtai Free plan apiLinuxMacself-hostedWin Free7.2
    Progress Agentic RAG vs txtai
  4. 4
    Flowise Free plan apiLinuxMacself-hostedWeb $35/mo7.1
    Progress Agentic RAG vs Flowise
  5. 5
    I3K RAG Enterprise Free plan apiLinuxself-hostedWebWin Free7.1
    Progress Agentic RAG vs I3K RAG Enterprise
  6. 6
    OpenRAG Free plan apiself-hostedWeb Free7.0
    Progress Agentic RAG vs OpenRAG
  7. 7
    Dify Free plan apiself-hostedWeb $49.17/mo6.9
    Progress Agentic RAG vs Dify
  8. 8
    Haystack Enterprise Platform Free plan apiself-hostedWeb Free6.8
    Progress Agentic RAG vs Haystack Enterprise Platform
  9. 9
    Ragen Free plan apiself-hostedWeb Free6.8
    Progress Agentic RAG vs Ragen
  10. 10
    Google Cloud Agent Evaluation Free trial apiWeb 6.7
    Progress Agentic RAG vs Google Cloud Agent Evaluation
  11. 11
    LangChain Free plan apiself-hosted $39/mo6.7
    Progress Agentic RAG vs LangChain
  12. 12
    Langflow apiLinuxMacself-hostedWeb 6.6
    Progress Agentic RAG vs Langflow
  13. 13
    Pathway Live Data Framework Free plan apiself-hosted Free6.6
    Progress Agentic RAG vs Pathway Live Data Framework
  14. 14
    PrivateGPT apiLinuxMacself-hostedWeb 6.5
    Progress Agentic RAG vs PrivateGPT
  15. 16
    Vectara Free trial apiself-hostedWeb $8333.33/mo6.1
    Progress Agentic RAG vs Vectara
  16. 17
    Kapa.ai Free trial apiself-hostedWeb 6.0
    Progress Agentic RAG vs Kapa.ai
  17. 18
    Graphiti apiself-hosted 5.9
    Progress Agentic RAG vs Graphiti
  18. 19
    RAGStack LinuxMacWin 5.9
    Progress Agentic RAG vs RAGStack
  19. 20
    Amazon Bedrock Knowledge Bases Web 5.7
    Progress Agentic RAG vs Amazon Bedrock Knowledge Bases
  20. 21
    Amazon Nova ReelAmazon Web Services api 5.6
    Progress Agentic RAG vs Amazon Nova Reel

Progress Agentic RAG alternatives compared

#AppScoreFree planFromRuns on
1AnythingLLM7.5Free plan—Android, API, Linux, Mac, self-hosted, Web, Windows
2RAGFlow7.2Free plan$29/moAPI, Linux, Mac, self-hosted, Web
3txtai7.2Free planFreeAPI, Linux, Mac, self-hosted, Windows
4Flowise7.1Free plan$35/moAPI, Linux, Mac, self-hosted, Web, Windows
5I3K RAG Enterprise7.1Free planFreeAPI, Linux, self-hosted, Web, Windows
6OpenRAG7.0Free planFreeAPI, self-hosted, Web
7Dify6.9Free plan$49.17/moAPI, self-hosted, Web
8Haystack Enterprise Platform6.8Free planFreeAPI, self-hosted, Web
9Ragen6.8Free planFreeAPI, self-hosted, Web
10Google Cloud Agent Evaluation6.7No—API, Web
11LangChain6.7Free plan$39/moAPI, self-hosted
12Langflow6.6No—API, Linux, Mac, self-hosted, Web, Windows
13Pathway Live Data Framework6.6Free planFreeAPI, self-hosted
14PrivateGPT6.5No—API, Linux, Mac, self-hosted, Web, Windows
16Vectara6.1No$8333.33/moAPI, self-hosted, Web
17Kapa.ai6.0No—API, self-hosted, Web
18Graphiti5.9No—API, self-hosted
19RAGStack5.9No—Linux, Mac, Windows
20Amazon Bedrock Knowledge Bases5.7No—Web
21Amazon Nova Reel5.6No—API
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Questions about Progress Agentic RAG alternatives

What is the best alternative to Progress Agentic RAG?

AnythingLLM, number 1 in retrieval-augmented generation tools with a score of 7.5 out of 10. The others here: RAGFlow, txtai, Flowise and 16 more.

What is the best free alternative to Progress Agentic RAG?

AnythingLLM is the best-ranked alternative with a free plan. 11 of the 20 alternatives here publish a free plan on their own pricing pages.

How are these alternatives ranked?

Ranked on what each maker publishes: documentation depth, a free tier and the platforms it runs on.