# Nuclia vs Trieve

Nuclia records 0 monthly visits with 0% month-over-month growth and Free Trial pricing. Trieve records 1,946 monthly visits with -12.4% growth and Contact for Pricing pricing.

| Metric | [Nuclia](https://openaitools.app/tool/nuclia) | [Trieve](https://openaitools.app/tool/trieve) |
| :--- | :--- | :--- |
| Website URL | https://nuclia.com | https://trieve.ai |
| Categories | AI Agent, AI Search Engine, AI Knowledge Base, Large Language Models (LLMs) | AI Search Engine, AI API, AI Chatbot, AI Developer Tools |
| Pricing Model | Free Trial | Contact for Pricing |
| Monthly Visits | 0 | 1,946 |
| MoM Growth Rate | 0% | -12.4% |
| Primary Market | Global | Global |
| Direct Visits | 0 | 763 |
| Review Score | 4.4 | 4.7 |
| Saved Count | 3 | 0 |
| Supported Platforms | Website | Website |

## Nuclia

Progress Agentic RAG — the product formerly known as Nuclia — is a governed knowledge layer that sits between your enterprise content and every AI experience you build on top of it. It ingests unstructured material in 30+ formats, from office documents and spreadsheets to audio and video, and turns it into AI-ready knowledge that assistants, agents and search can all query from a single source of truth.

The core idea is reuse: rather than rebuilding a retrieval pipeline for every chatbot or copilot, teams point all of their AI surfaces at one agentic knowledge layer. Retrieval can be tuned per use case — hybrid search, chunking and metadata filtering all adjustable — while the underlying infrastructure stays untouched. A library of 40+ supported LLMs means you can pick the best model for a task and swap it later without re-indexing.

Governance is treated as a first-class feature rather than an afterthought. Answers are source-cited, quality-scored with built-in REMi evaluation metrics and audit-logged, and the platform supports permission-aware retrieval with role-based access controls across the whole AI workflow. Nuclia is no longer an independent company: it was acquired by Progress Software and now ships as part of the wider Progress AI portfolio, which is why nuclia.com redirects to the Progress Agentic RAG product page.

**Pricing & Plans:** Offered with a free trial and paid enterprise plans. As a Progress product, detailed pricing is arranged through a sales conversation rather than a public self-serve checkout.

- **Universal Ingestion:** Ingest 30+ file formats including documents, spreadsheets, audio and video into one indexed, continuously updated foundation.
- **Tunable Retrieval:** Tune hybrid search, chunking and metadata filtering per use case without touching the underlying infrastructure.
- **Model Flexibility:** Choose from 40+ supported LLMs and swap models as needs change without re-indexing or re-engineering.
- **Grounded, Auditable Answers:** Source-cited answers with built-in REMi evaluation metrics and audit logging so output is defensible.
- **Enterprise Security:** Permission-aware retrieval, role-based access controls and end-to-end audit logging across the AI workflow.

**Strengths:** One ingestion pipeline can power search, assistants, agents and copilots; Handles 30+ formats including audio and video, not just text; Model-agnostic with 40+ LLMs and no re-indexing when you switch; Built-in citations,REM evaluation metrics and audit logging for governance

**Limitations:** Brand change from Nuclia to Progress Agentic RAG may confuse returning users; Enterprise-focused pricing with a sales-led model rather than transparent self-serve tiers; Feature breadth means a steeper learning curve for small teams; Advanced governance features are aimed at large organisations

[Profile (Markdown)](https://openaitools.app/tool/nuclia.md)

## Trieve

Trieve is infrastructure for teams building search and retrieval-augmented generation. Rather than stitching together a vector database, an embedding pipeline, a ranking layer and a chat interface, Trieve provides them as one platform with an API surface. The emphasis is on hybrid retrieval that blends keyword matching with semantic search, so a system copes with both precise filters and fuzzy natural-language questions.

A substantial part of the value is in the operational details. Trieve manages how documents are chunked and embedded, then gives you tooling to inspect and improve relevance over time. Analytics expose how real queries behave, which lets you tune rankings instead of guessing. Conversational AI features turn that retrieval layer into assistants and knowledge bots grounded in your own content, which is the pattern most useful for support, documentation and e-commerce discovery.

Deployment flexibility is deliberate. Trieve can run as a managed service for teams that want to move fast, or be self-hosted from its open-source codebase when data locality or infrastructure control is required. Pricing is quoted based on usage and configuration, so organisations typically start with a conversation about their retrieval volumes and requirements.

**Pricing & Plans:** Contact for pricing; plans are quoted based on usage and configuration, with a self-hosted open-source option as well.

- **Hybrid search:** Combine keyword and vector search so results stay relevant for both exact queries and semantic intent.
- **Chunk management:** Manage documents, chunking and embeddings within the platform instead of building a pipeline from scratch.
- **Conversational RAG:** Add retrieval-augmented chat over your own content for assistants and knowledge bases.
- **Quality tuning and analytics:** Inspect search quality with analytics, then tune ranking and relevance based on real queries.
- **Developer API:** Access everything through APIs so search and chat can be embedded in your own product.
- **Managed or self-hosted:** Run Trieve as a hosted service or deploy the open-source stack on your own infrastructure.

**Strengths:** Combines hybrid search, RAG chat and analytics in one platform; Open-source and self-hostable for infrastructure control; API-first, so it embeds cleanly into existing products; Relevance tooling helps improve quality after launch

**Limitations:** Developer-focused; requires engineering effort to integrate; Self-hosting means you carry infrastructure and operations cost

[Profile (Markdown)](https://openaitools.app/tool/trieve.md)

## Frequently Asked Questions

### How do Nuclia and Trieve compare in monthly traffic?

Nuclia has 0 monthly visits, while Trieve has 1,946. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Nuclia has a month-over-month growth rate of 0%; Trieve has -12.4%.

### How does pricing compare?

Nuclia: Free Trial. Offered with a free trial and paid enterprise plans. As a Progress product, detailed pricing is arranged through a sales conversation rather than a public self-serve checkout. Trieve: Contact for Pricing. Contact for pricing; plans are quoted based on usage and configuration, with a self-hosted open-source option as well.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) |
| 2 | [Glean](https://openaitools.app/tool/glean) | 3,301,875 | +0.1% | Contact for Pricing | Enterprise AI grounded in your company's own knowledge | [.md](https://openaitools.app/tool/glean.md) |
| 3 | [Exa](https://openaitools.app/tool/exa-ai) | 1,062,574 | +16.8% | Freemium, Contact for Pricing | Web search API and crawler built for AI agents | [.md](https://openaitools.app/tool/exa-ai.md) |
| 4 | [Algolia](https://openaitools.app/tool/algolia) | 689,970 | -11% | Freemium, Contact for Pricing | AI search and retrieval platform for modern apps and commerce | [.md](https://openaitools.app/tool/algolia.md) |
| 5 | [Treg](https://openaitools.app/tool/treg) | 452,935 | +223.4% | Freemium | One key for 4,100+ agent tools, pay per call | [.md](https://openaitools.app/tool/treg.md) |
| 6 | [LlamaIndex](https://openaitools.app/tool/llamaindex) | 387,910 | +19.9% | Freemium, Contact for Pricing | Turn any document into AI-ready context with agentic parsing and extraction | [.md](https://openaitools.app/tool/llamaindex.md) |
| 7 | [Pinecone](https://openaitools.app/tool/pinecone) | 286,732 | -31% | Freemium, Paid, Contact for Pricing | The managed vector database and knowledge engine for production AI | [.md](https://openaitools.app/tool/pinecone.md) |
| 8 | [Jina AI](https://openaitools.app/tool/jina-ai) | 280,782 | -16.5% | Freemium, Paid | Search foundation built from embeddings, rerankers, and reader APIs | [.md](https://openaitools.app/tool/jina-ai.md) |
| 9 | [Meilisearch](https://openaitools.app/tool/meilisearch) | 119,713 | -21.5% | Free Trial, Contact for Pricing | Lightning-fast search engine you can self-host or run in the cloud | [.md](https://openaitools.app/tool/meilisearch.md) |
| 10 | [Zilliz](https://openaitools.app/tool/zilliz) | 108,886 | -16.4% | Freemium, Paid, Free, Contact for Pricing | Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus | [.md](https://openaitools.app/tool/zilliz.md) |

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Source: https://openaitools.app/compare/nuclia-vs-trieve

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