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Sovereign RAG & LLM

ChaboSelf-hosted RAG & LLM platform

Sovereign multimodal RAG & LLM platform

Chabo is the private AI foundation of the Chaahoop ecosystem: a complete, self-hosted RAG and LLM platform that turns your organization's own documents, data, images, audio and video into a trusted knowledge layer. It runs inside your perimeter, keeps private data private and answers with citations you can check. Every assistant, agent and AI product you build on it inherits the same security, quality controls and freedom to choose your models.

Sovereign by design

Self-hosted on your servers or private cloud. Your data and models stay under your control.

Truly multimodal

Text, PDFs and scans, tables, images, audio and video, all searchable together.

Grounded & governed

Permission-aware retrieval, answers with citations and a full audit trail.

Chabo everything a native rag needs

Multimodal ingestion

Connectors for files, databases, websites and APIs, with OCR, layout and table parsing, speech-to-text and image understanding.

Hybrid retrieval

Semantic vector search plus keyword search, metadata filters and re-ranking, for the right passage every time.

Answers with citations

Every response links back to its sources, so users can verify and trust what they read.

Model freedom

Run open-weight LLMs, embedding, vision and speech models on your own hardware. Swap models without rebuilding.

Permission-aware security

SSO and RBAC, document-level access, PII masking and a complete query log.

Agents & tools

Function calling and workflows let assistants act, not just answer, under your guardrails.

Evaluation & LLMOps

Evaluation sets, user feedback, tracing, cost and latency monitoring, and versioning of prompts, models and data.

APIs & SDK

Build your own apps on Chabo, or power Chabok, Chapar, Chane and Chard's AI layer.

How Chabo works

Content of any type is ingested and understood, indexed for both meaning and keywords together with its access rules, then retrieved, re-ranked and passed to self-hosted models that generate grounded, cited answers. Sovereignty controls and LLMOps wrap the whole pipeline.

Chabo sovereign multimodal RAG Self-hosted · private data · grounded answers YOUR PRIVATE KNOWLEDGE Documents PDF · Office · scans Images photos · charts Audio & video calls · meetings Databases SQL · BI · data lake Web & APIs sites · SaaS · feeds Ingest & understand OCR Layout & tables Speech-to-text Vision captions Chunking Metadata Vector index Keyword index ACL & metadata Retrieve & reason Query rewrite Hybrid search Re-ranking Access filter Citations LLM serving Open-weight LLMs Embeddings Vision & speech Model router Guardrails APPS & INTEGRATIONS Assistants chat & search AI agents tools & workflows Chabok live chat AI Chapar trading AI APIs & SDK your own apps Sovereignty Your perimeter, your data Self-hosted on-prem or private cloud SSO & RBAC who can ask what Document ACLs permission-aware PII masking privacy by default Audit log every query traced LLMOps Measure · improve · govern Evaluation sets answer quality Feedback loop learn from users Tracing end-to-end Cost & latency per app & model Versioning prompts · models · data Multimodal in, grounded answers out · Any model, no lock-in · Powers every AI product in the Chaahoop ecosystem
  1. 1

    Ingest & understand

    Parse documents, tables, images, audio and video into clean, enriched chunks with metadata.

  2. 2

    Index

    Store multimodal embeddings, keyword indexes and access-control metadata side by side.

  3. 3

    Retrieve & reason

    Rewrite queries, run hybrid search, re-rank and filter by permissions before generation.

  4. 4

    Generate & improve

    Self-hosted LLMs answer with citations. Evaluation and feedback keep improving quality.

Use cases

  • Knowledge assistant for support, compliance and operations teams
  • Client-facing answers through Chabok live chat
  • Research and market-document Q&A for dealers and analysts
  • Private trading knowledge base for Chapar

Chabo connects with

Chabokanswers customer chats from your knowledgeChapara dedicated, isolated instance per traderChanegives the phone agent its knowledgeChardpowers Chard's AI layer privatelyCharchoobsearches certified warehouse dataChareexplains conversation insights

Talk to us about Chabo

Use Chabo on its own or as part of the connected Chaahoop ecosystem.

Contact ChaahoopSee the ecosystem